Jiayi Ma

489 papers A* 63A 9B 6C 9Misc 7Journal 385Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adversarial perturbation for RGB-T tracking via intra-modal excavation and cross-modal collusion.
Inf. Fusion
Xinyu Xiang, Xuying Wu, Shengxiang Li, Qinglong Yan, Tong Zou, Hao Zhang, Jiayi Ma
2026 J jnl
CM2-STNet: Cross-modal image matching with modal-adaptive feature modulation and sparse transformer fusion.
Inf. Fusion
Zhizheng Zhang, Pengcheng Wei, Peilian Wu, Jindou Zhang, Boshen Chang, Zhenfeng Shao, Mingqiang Guo, Liang Wu, Jiayi Ma
2026 J jnl
CMVF: Cross-modal unregistered video fusion via spatio-temporal consistency.
Inf. Fusion
Jianfeng Ding, Hao Zhang, Zhongyuan Wang, Jinsheng Xiao, Xin Tian, Zhen Han, Jiayi Ma
2026 J jnl
Diff-MEF: Cross-Modal Diffusion Framework With Text Prompts and Semantic Perception for Multi-Exposure Image Fusion.
IEEE Trans. Image Process.
Han Xu, Yunfei Huang, Linfeng Tang, Jiayi Ma, Guangcan Liu
2026 A* conf
Diff-NAT: Better Naturalistic and Aggressive Adversarial Attacks via Class-Optimized Diffusion for Object Detection.
AAAI
Qinglong Yan, Tong Zou, Xunpeng Yi, Xinyu Xiang, Xuying Wu, Hao Zhang, Jiayi Ma
2026 J jnl
Dynamic Frequency Modulation for Controllable Text-driven Image Generation.
CoRR
Tiandong Shi, Ling Zhao, Ji Qi, Jiayi Ma, Chengli Peng
2026 A* conf
GeoMoE: Divide-and-Conquer Motion Field Modeling with Mixture-of-Experts for Two-View Geometry.
AAAI
Jiajun Le, Jiayi Ma
2026 J jnl
Land-cover prior diffusion probabilistic model for remote sensing image super resolution.
Pattern Recognit.
Zhizheng Zhang, Zhenfeng Shao, Jiayi Ma, Jindou Zhang, Yu Wang, Zhenghao Liao, Gui Cheng, Jun Liu, Mingqiang Guo, Liang Wu
2026 J jnl
Locality Optimization Refinement with Deformation for Shape Matching via Functional Maps.
Int. J. Comput. Vis.
Yifan Xia, Jiayi Ma
2026 J jnl
MAP-MIL: Dual-branch collaborative learning of mask enhancement and pseudo-bag generation for whole slide image classification.
Expert Syst. Appl.
Zequn Liu, Liangkuan Zhu, Jiajun Chen, Xiaoyu Lin, Yining Xie, Jing Zhao, Jiayi Ma
2026 J jnl
MDbFusion++: A Visible and Infrared Image Fusion Framework Capable for Motion Deblurring.
IEEE Trans. Image Process.
Jun Chen, Wei Yu, Xin Tian, Jun Huang, Jiayi Ma
2026 J jnl
MSTDNet: Multi-scale traffic object detection network with smooth information perception.
Pattern Recognit.
Jie Hua, Zhongyuan Wang, Jun Chang, Hua Zou, Gang Wu, Jiayi Ma
2026 J jnl
MT-IDS: A multi-task information decoupling strategy for identifying lymph node metastasis in the mediastinal region.
Neural Networks
Wei Zhou, Yining Xie, Fengjiao Wang, Jing Zhao, Jiayi Ma
2026 J jnl
MagicFuse: Single Image Fusion for Visual and Semantic Reinforcement.
CoRR
Hao Zhang, Yanping Zha, Zizhuo Li, Meiqi Gong, Jiayi Ma
2026 J jnl
Mask-DiFuser: A Masked Diffusion Model for Unified Unsupervised Image Fusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Linfeng Tang, Chunyu Li, Jiayi Ma
2026 J jnl
Multi-view parallel convolutional network for organ segmentation in mediastinal region on CT images.
Neural Networks
Yining Xie, Wei Zhou, Jiayi Ma, Fengjiao Wang, Jing Zhao
2026 J jnl
No-reference dehazed image quality assessment via perception-driven interactive feature representation learning.
Pattern Recognit.
Hangyu Nie, Ziqiang Huang, Miao Qi, Junjun Jiang, Jiayi Ma, Wei Liu
2026 A* conf
Probabilistic Deformation Consistency for Unsupervised Shape Matching.
AAAI
Yifan Xia, Tianwei Ye, Jun Huang, Xiaoguang Mei, Jiayi Ma
2026 J jnl
Rethinking domain-agnostic continual learning via frequency completeness learning.
Inf. Fusion
Jian Peng, Haitao Zhang, Jing Shen, Zeyi Li, Jiayi Ma, Haifeng Li
2026 A* conf
Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions.
AAAI
Hao Zhang, Yanping Zha, Qingwei Zhuang, Zhenfeng Shao, Jiayi Ma
2026 J jnl
SGMatch: Semantic-Guided Non-Rigid Shape Matching with Flow Regularization.
CoRR
Tianwei Ye, Xiaoguang Mei, Yifan Xia, Fan Fan, Jun Huang, Jiayi Ma
2026 A* conf
SGPFeat: Semantic and Geometric Priors for Multi-modal Image Matching.
AAAI
Yuxin Deng, Botian Wang, Kaining Zhang, Hao Zhang, Jiayi Ma
2026 J jnl
SPGFusion: Semantic Prior Guided Infrared and visible image fusion via pretrained vision models.
Inf. Fusion
Huiqin Zhang, Shihan Yao, Jiayi Ma, Junjun Jiang, Yanduo Zhang, Huabing Zhou
2026 J jnl
Selecting and Pruning: A Differentiable Causal Sequentialized State-Space Model for Two-View Correspondence Learning.
IEEE Trans. Image Process.
Xiang Fang, Shihua Zhang, Hao Zhang, Xiaoguang Mei, Huabing Zhou, Jiayi Ma
2026 J jnl
Self-Iteration Image Haze Removal Using a Deep Curve-Dehazing Model.
IEEE Trans. Circuits Syst. Video Technol.
Wei Liu, Rui Nan, Jiayi Ma, Xin Chen, Guoping Qiu
2026 J jnl
SigMa: Semantic Similarity-Guided Semi-Dense Feature Matching.
IEEE Trans. Image Process.
Xiang Fang, Zizhuo Li, Jiayi Ma
2026 J jnl
TOFusion: Text-guided and object-aware infrared and visible image fusion.
Pattern Recognit.
Jun Chen, Wei Yu, Zhuo Cheng, Xin Tian, Jiayi Ma
2026 J jnl
Towards Unified Semantic and Controllable Image Fusion: A Diffusion Transformer Approach.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiayang Li, Chengjie Jiang, Junjun Jiang, Pengwei Liang, Jiayi Ma, Liqiang Nie
2026 J jnl
Universal Pansharpening Foundation Model.
CoRR
Hebaixu Wang, Jing Zhang, Haonan Guo, Di Wang, Jiayi Ma, Bo Du, Liangpei Zhang
2025 A* conf
ACAttack: Adaptive Cross Attacking RGB-T Tracker via Multi-Modal Response Decoupling.
CVPR
Xinyu Xiang, Qinglong Yan, Hao Zhang, Jiayi Ma
2025 A* conf
Adapting Dense Matching for Homography Estimation with Grid-based Acceleration.
CVPR
Kaining Zhang, Yuxin Deng, Jiayi Ma, Paolo Favaro
2025 J jnl
An Infrared and Visible Image Fusion Method Based on Semantic-Sensitive Mask Selection and Bidirectional-Collaboration Region Fusion.
IEEE Trans. Circuits Syst. Video Technol.
Xuan Li, Guomin Zhang, Weiwei Chen, Li Cheng, Yining Xie, Jiayi Ma
2025 J jnl
Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion.
CoRR
Xingyu Hu, Junjun Jiang, Chenyang Wang, Kui Jiang, Xianming Liu, Jiayi Ma
2025 J jnl
C2RF: Bridging Multi-modal Image Registration and Fusion via Commonality Mining and Contrastive Learning.
Int. J. Comput. Vis.
Linfeng Tang, Qinglong Yan, Xinyu Xiang, Leyuan Fang, Jiayi Ma
2025 J jnl
CASPFuse: An Infrared and Visible Image Fusion Method Based on Dual-Cycle Crosswise Awareness and Global Structure-Tensor Preservation.
IEEE Trans. Instrum. Meas.
Xuan Li, Rongfu Chen, Jie Wang, Weiwei Chen, Huabing Zhou, Jiayi Ma
2025 J jnl
CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching.
CoRR
Zizhuo Li, Yifan Lu, Linfeng Tang, Shihua Zhang, Jiayi Ma
2025 J jnl
ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts.
CoRR
Linfeng Tang, Yeda Wang, Zhanchuan Cai, Junjun Jiang, Jiayi Ma
2025 A* conf
CorrNeXt: Making the ConvNet-Style Correspondence Pruner Stronger for Two-View Geometry.
ACM Multimedia
Zizhuo Li, Chunbao Su, Fan Fan, Jun Huang, Jiayi Ma
2025 A* conf
Cross-Modal Stealth: A Coarse-to-Fine Attack Framework for RGB-T Tracker.
AAAI
Xinyu Xiang, Qinglong Yan, Hao Zhang, Jianfeng Ding, Han Xu, Zhongyuan Wang, Jiayi Ma
2025 J jnl
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration.
CoRR
Hebaixu Wang, Jing Zhang, Haonan Guo, Di Wang, Jiayi Ma, Bo Du
2025 J jnl
DSPFusion: Image Fusion via Degradation and Semantic Dual-Prior Guidance.
CoRR
Linfeng Tang, Chunyu Li, Guoqing Wang, Yixuan Yuan, Jiayi Ma
2025 J jnl
DeMatch++: Two-View Correspondence Learning via Deep Motion Field Decomposition and Respective Local-Context Aggregation.
IEEE Trans. Pattern Anal. Mach. Intell.
Shihua Zhang, Zizhuo Li, Jiayi Ma
2025 A* conf
DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning.
AAAI
Yifan Lu, Jiajun Le, Zizhuo Li, Yixuan Yuan, Jiayi Ma
2025 J jnl
Deep Learning Reforms Image Matching: A Survey and Outlook.
CoRR
Shihua Zhang, Zizhuo Li, Kaining Zhang, Yifan Lu, Yuxin Deng, Linfeng Tang, Xingyu Jiang, Jiayi Ma
2025 J jnl
Deep blind super-resolution for hyperspectral images.
Pattern Recognit.
Pei Yang, Yong Ma, Xiaoguang Mei, Qihai Chen, Minghui Wu, Jiayi Ma
2025 J jnl
Diff-Retinex++: Retinex-Driven Reinforced Diffusion Model for Low-Light Image Enhancement.
IEEE Trans. Pattern Anal. Mach. Intell.
Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma
2025 J jnl
DiffuseDoc: Document geometric rectification via diffusion model.
Comput. Vis. Image Underst.
Wenfei Xiong, Huabing Zhou, Yanduo Zhang, Tao Lu, Jiayi Ma
2025 J jnl
DistillMatch: Leveraging Knowledge Distillation from Vision Foundation Model for Multimodal Image Matching.
CoRR
Meng Yang, Fan Fan, Zizhuo Li, Songchu Deng, Yong Ma, Jiayi Ma
2025 J jnl
Domain adaptation hyperspectral image fusion based on spatial-spectral domain separation.
Geo spatial Inf. Sci.
Yucheng Sun, Yong Ma, Yuan Yao, Xiaoguang Mei, Jun Huang, Jiayi Ma
2025 J jnl
Feature Matching via Graph Clustering with Local Affine Consensus.
Int. J. Comput. Vis.
Yifan Lu, Jiayi Ma
2025 J jnl
Full Perception Head: Bridging the Gap Between Local and Global Features.
IEEE CAA J. Autom. Sinica
Jie Hua, Zhongyuan Wang, Xin Tian, Qin Zou, Jinsheng Xiao, Jiayi Ma
2025 J jnl
FusionINV: A Diffusion-Based Approach for Multimodal Image Fusion.
IEEE Trans. Image Process.
Pengwei Liang, Junjun Jiang, Qing Ma, Chenyang Wang, Xianming Liu, Jiayi Ma
2025 J jnl
General Hyperspectral Image Super-Resolution via Meta-Transfer Learning.
IEEE Trans. Neural Networks Learn. Syst.
Yingsong Cheng, Xinya Wang, Yong Ma, Xiaoguang Mei, Minghui Wu, Jiayi Ma
2025 J jnl
GeoMoE: Divide-and-Conquer Motion Field Modeling with Mixture-of-Experts for Two-View Geometry.
CoRR
Jiajun Le, Jiayi Ma
2025 J jnl
Grid-Guided Sparse Laplacian Consensus for Robust Feature Matching.
IEEE Trans. Image Process.
Yifan Xia, Jiayi Ma
2025 J jnl
Hierarchical diffusion models for generating various pattern vehicles in infrared aerial images.
Pattern Recognit.
Nan Zhang, Youmeng Liu, Hao Liu, Tian Tian, Jiayi Ma, Jinwen Tian
2025 J jnl
HyperGCT: A Dynamic Hyper-GNN-Learned Geometric Constraint for 3D Registration.
CoRR
Xiyu Zhang, Jiayi Ma, Jianwei Guo, Wei Hu, Zhaoshuai Qi, Fei Hui, Jiaqi Yang, Yanning Zhang
2025 J jnl
Image Deblurring by Exploring In-Depth Properties of Transformer.
IEEE Trans. Neural Networks Learn. Syst.
Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma
2025 J jnl
LUT-Fuse: Towards Extremely Fast Infrared and Visible Image Fusion via Distillation to Learnable Look-Up Tables.
CoRR
Xunpeng Yi, Yibing Zhang, Xinyu Xiang, Qinglong Yan, Han Xu, Jiayi Ma
2025 A conf
LaMamba: Layer-Aware Mamba with Frequency-Spatial Fusion for Remote Sensing Image Super-Resolution.
ECAI
Mingyue Li, Chengyi Xiong, Zhirong Gao, Jiayi Ma
2025 J jnl
Latent spectral-spatial diffusion model for single hyperspectral super-resolution.
Geo spatial Inf. Sci.
Yingsong Cheng, Yong Ma, Fan Fan, Jiayi Ma, Yuan Yao, Xiaoguang Mei
2025 J jnl
Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network.
IEEE Trans. Image Process.
Zizhuo Li, Jiayi Ma
2025 J jnl
Learning deformable hypothesis sampling for patchmatch multi-view stereo in the wild.
Inf. Fusion
Yao Guo, Xianwei Zheng, Hongjie Li, Linxi Huan, Jiayi Ma, Jianya Gong
2025 J jnl
MEET: A Million-Scale Dataset for Fine-Grained Geospatial Scene Classification With Zoom-Free Remote Sensing Imagery.
IEEE CAA J. Autom. Sinica
Yansheng Li, Yuning Wu, Gong Cheng, Chao Tao, Bo Dang, Yu Wang, Jiahao Zhang, Chuge Zhang, Yiting Liu, Xu Tang, Jiayi Ma, Yongjun Zhang
2025 J jnl
MEET: A Million-Scale Dataset for Fine-Grained Geospatial Scene Classification with Zoom-Free Remote Sensing Imagery.
CoRR
Yansheng Li, Yuning Wu, Gong Cheng, Chao Tao, Bo Dang, Yu Wang, Jiahao Zhang, Chuge Zhang, Yiting Liu, Xu Tang, Jiayi Ma, Yongjun Zhang
2025 J jnl
MaeFuse: Transferring Omni Features With Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training.
IEEE Trans. Image Process.
Jiayang Li, Junjun Jiang, Pengwei Liang, Jiayi Ma, Liqiang Nie
2025 A* conf
Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation.
AAAI
Shihua Zhang, Zhenjie Zhu, Zizhuo Li, Tao Lu, Jiayi Ma
2025 J jnl
Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Linshan Wu, Zhun Zhong, Jiayi Ma, Yunchao Wei, Hao Chen, Leyuan Fang, Shutao Li
2025 A* conf
Multi-Shape Matching with Cycle Consistency Basis via Functional Maps.
AAAI
Yifan Xia, Tianwei Ye, Huabing Zhou, Zhongyuan Wang, Jiayi Ma
2025 J jnl
Multi-receptive field interaction network for shape from polarization.
Sci. China Inf. Sci.
Yini Peng, Rui Liu, Zhiyuan Zhang, Zhongyuan Wang, Jiayi Ma, Xin Tian
2025 A* conf
Multimodal Image Matching Based on Cross-Modality Completion Pre-training.
IJCAI
Meng Yang, Fan Fan, Jun Huang, Yong Ma, Xiaoguang Mei, Zhanchuan Cai, Jiayi Ma
2025 J jnl
Mutually Reinforcing Learning of Decoupled Degradation and Diffusion Enhancement for Unpaired Low-Light Image Lightening.
IEEE Trans. Image Process.
Kangle Wu, Jun Huang, Yong Ma, Fan Fan, Jiayi Ma
2025 — conf
NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results.
CVPR Workshops
Xiaoning Liu, Zongwei Wu, Florin-Alexandru Vasluianu, Hailong Yan, Bin Ren, Yulun Zhang, Shuhang Gu, Le Zhang, Ce Zhu, Radu Timofte, Kangbiao Shi, Yixu Feng, Tao Hu, Yu Cao, Peng Wu, Yijin Liang, Yanning Zhang, Qingsen Yan, Han Zhou, Wei Dong, Yan Min, Mohab Kishawy, Jun Chen, Pengpeng Yu, Anjin Park, Seung-Soo Lee, Young-Joon Park, Zixiao Hu, Junyv Liu, Huilin Zhang, Jun Zhang, Fei Wan, Bingxin Xu, Hongzhe Liu, Cheng Xu, Weiguo Pan, Songyin Dai, Xunpeng Yi, Qinglong Yan, Yibing Zhang, Jiayi Ma, Changhui Hu, Kerui Hu, Donghang Jing, Tiesheng Chen, Zhi Jin, Hongjun Wu, Biao Huang, Haitao Ling, Jiahao Wu, Dandan Zhan, G. Gyaneshwar Rao, Vijayalaxmi Ashok Aralikatti, Nikhil Akalwadi, Ramesh Ashok Tabib, Uma Mudenagudi, Ruirui Lin, Guoxi Huang, Nantheera Anantrasirichai, Qirui Yang, Alexandru Brateanu, Ciprian Orhei, Cosmin Ancuti, Daniel Feijoo, Juan C. Benito, Álvaro García, Marcos V. Conde, Yang Qin, Raul Balmez, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Tianyi Mao, Huan Zheng, Yanyan Wei, Shengeng Tang, Dan Guo, Zhao Zhang, Sabari Nathan, K. Uma, A. Sasithradevi, B. Sathya Bama, S. Mohamed Mansoor Roomi, Ao Li, Xiangtao Zhang, Zhe Liu, Yijie Tang, Jialong Tang, Zhicheng Fu, Gong Chen, Joe Nasti, John Nicholson, Zeyu Xiao, Zhuoyuan Li, Ashutosh Kulkarni, Prashant W. Patil, Santosh Kumar Vipparthi, Subrahmanyam Murala, Duan Liu, Weile Li, Hangyuan Lu, Rixian Liu, Tengfeng Wang, Jinxing Liang, Chenxin Yu
2025 J jnl
NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results.
CoRR
Xiaoning Liu, Zongwei Wu, Florin-Alexandru Vasluianu, Hailong Yan, Bin Ren, Yulun Zhang, Shuhang Gu, Le Zhang, Ce Zhu, Radu Timofte, Kangbiao Shi, Yixu Feng, Tao Hu, Yu Cao, Peng Wu, Yijin Liang, Yanning Zhang, Qingsen Yan, Han Zhou, Wei Dong, Yan Min, Mohab Kishawy, Jun Chen, Pengpeng Yu, Anjin Park, Seung-Soo Lee, Young-Joon Park, Zixiao Hu, Junyv Liu, Huilin Zhang, Jun Zhang, Fei Wan, Bingxin Xu, Hongzhe Liu, Cheng Xu, Weiguo Pan, Songyin Dai, Xunpeng Yi, Qinglong Yan, Yibing Zhang, Jiayi Ma, Changhui Hu, Kerui Hu, Donghang Jing, Tiesheng Chen, Zhi Jin, Hongjun Wu, Biao Huang, Haitao Ling, Jiahao Wu, Dandan Zhan, G. Gyaneshwar Rao, Vijayalaxmi Ashok Aralikatti, Nikhil Akalwadi, Ramesh Ashok Tabib, Uma Mudenagudi, Ruirui Lin, Guoxi Huang, Nantheera Anantrasirichai, Qirui Yang, Alexandru Brateanu, Ciprian Orhei, Cosmin Ancuti, Daniel Feijoo, Juan C. Benito, Álvaro García, Marcos V. Conde, Yang Qin, Raul Balmez, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Tianyi Mao, Huan Zheng, Yanyan Wei, Shengeng Tang, Dan Guo, Zhao Zhang, Sabari Nathan, K. Uma, A. Sasithradevi, B. Sathya Bama, S. Mohamed Mansoor Roomi, Ao Li, Xiangtao Zhang, Zhe Liu, Yijie Tang, Jialong Tang, Zhicheng Fu, Gong Chen, Joe Nasti, John Nicholson, Zeyu Xiao, Zhuoyuan Li, Ashutosh Kulkarni, Prashant W. Patil, Santosh Kumar Vipparthi, Subrahmanyam Murala, Duan Liu, Weile Li
2025 J jnl
OmniFuse: Composite Degradation-Robust Image Fusion With Language-Driven Semantics.
IEEE Trans. Pattern Anal. Mach. Intell.
Hao Zhang, Lei Cao, Xuhui Zuo, Zhenfeng Shao, Jiayi Ma
2025 J jnl
PHIM-MIL: Multiple instance learning with prototype similarity-guided feature fusion and hard instance mining for whole slide image classification.
Inf. Fusion
Yining Xie, Zequn Liu, Jing Zhao, Jiayi Ma
2025 J jnl
Physical prior-guided deep fusion network with shading cues for shape from polarization.
Inf. Fusion
Rui Liu, Zhiyuan Zhang, Yini Peng, Jiayi Ma, Xin Tian
2025 J jnl
Pixel2Pixel: A Pixelwise Approach for Zero-Shot Single Image Denoising.
IEEE Trans. Pattern Anal. Mach. Intell.
Qing Ma, Junjun Jiang, Xiong Zhou, Pengwei Liang, Xianming Liu, Jiayi Ma
2025 J jnl
Residual Diffusion Bridge Model for Image Restoration.
CoRR
Hebaixu Wang, Jing Zhang, Haoyang Chen, Haonan Guo, Di Wang, Jiayi Ma, Bo Du
2025 J jnl
Robust Fusion Controller: Degradation-aware Image Fusion with Fine-grained Language Instructions.
CoRR
Hao Zhang, Yanping Zha, Qingwei Zhuang, Zhenfeng Shao, Jiayi Ma
2025 J jnl
SD-MIL: Multiple instance learning with dual perception of scale and distance information fusion for whole slide image classification.
Expert Syst. Appl.
Yining Xie, Zequn Liu, Jiajun Chen, Wei Zhang, Jing Zhao, Jiayi Ma
2025 J jnl
SDSFusion: A Semantic-Aware Infrared and Visible Image Fusion Network for Degraded Scenes.
IEEE Trans. Image Process.
Jun Chen, Liling Yang, Wei Yu, Wenping Gong, Zhanchuan Cai, Jiayi Ma
2025 J jnl
Seed to Prune: A Seeded Graph Neural Network for Two-View Correspondence Learning.
IEEE Trans. Neural Networks Learn. Syst.
Zizhuo Li, Jie Jiang, Jiayi Ma
2025 J jnl
Selecting and Pruning: A Differentiable Causal Sequentialized State-Space Model for Two-View Correspondence Learning.
CoRR
Xiang Fang, Shihua Zhang, Hao Zhang, Tao Lu, Huabing Zhou, Jiayi Ma
2025 J jnl
SpecDM: Hyperspectral Dataset Synthesis with Pixel-level Semantic Annotations.
CoRR
Wendi Liu, Pei Yang, Wenhui Hong, Xiaoguang Mei, Jiayi Ma
2025 J jnl
Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges.
CoRR
Liling Yang, Ning Chen, Jun Yue, Yidan Liu, Jiayi Ma, Pedram Ghamisi, Antonio Plaza, Leyuan Fang
2025 J jnl
TemCoCo: Temporally Consistent Multi-modal Video Fusion with Visual-Semantic Collaboration.
CoRR
Meiqi Gong, Hao Zhang, Xunpeng Yi, Linfeng Tang, Jiayi Ma
2025 A* conf
Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement.
ACM Multimedia
Luyang Cao, Han Xu, Jian Zhang, Lei Qi, Jiayi Ma, Yinghuan Shi, Yang Gao
2025 J jnl
Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement.
CoRR
Luyang Cao, Han Xu, Jian Zhang, Lei Qi, Jiayi Ma, Yinghuan Shi, Yang Gao
2025 J jnl
Towards Unified Semantic and Controllable Image Fusion: A Diffusion Transformer Approach.
CoRR
Jiayang Li, Chengjie Jiang, Junjun Jiang, Pengwei Liang, Jiayi Ma, Liqiang Nie
2025 J jnl
Universal Infrared Image Nonuniformity Correction via Stripe-Aware Attention Network.
IEEE Trans. Multim.
Kangle Wu, Jun Huang, Yong Ma, Fan Fan, Jiayi Ma
2025 J jnl
VRTNet: Vector Rectifier Transformer for Two-View Correspondence Learning.
IEEE Trans. Multim.
Meng Yang, Jun Chen, Xin Tian, Longsheng Wei, Jiayi Ma
2025 J jnl
VideoFusion: A Spatio-Temporal Collaborative Network for Mutli-modal Video Fusion and Restoration.
CoRR
Linfeng Tang, Yeda Wang, Meiqi Gong, Zizhuo Li, Yuxin Deng, Xunpeng Yi, Chunyu Li, Han Xu, Hao Zhang, Jiayi Ma
2025 J jnl
Word Length-Aware Text Spotting: Enhancing Dense Text Detection and Recognition for Camera-Captured Document Image.
IEEE Trans. Instrum. Meas.
Hao Wang, Huabing Zhou, Yanduo Zhang, Jiayi Ma, Haibin Ling
2024 J jnl
3D Lane Detection From Front or Surround-View Using Joint-Modeling and Matching.
IEEE Trans. Intell. Veh.
Haibin Zhou, Huabing Zhou, Jun Chang, Tao Lu, Jiayi Ma
2024 A* conf
A Robust Mutual-Reinforcing Framework for 3D Multi-Modal Medical Image Fusion Based on Visual-Semantic Consistency.
AAAI
Hao Zhang, Xuhui Zuo, Huabing Zhou, Tao Lu, Jiayi Ma
2024 J jnl
AllSpark: a multimodal spatiotemporal general model.
CoRR
Run Shao, Cheng Yang, Qiujun Li, Qing Zhu, Yongjun Zhang, Yansheng Li, Yu Liu, Yong Tang, Dapeng Liu, Shizhong Yang, Jiayi Ma, Haifeng Li
2024 A* conf
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost.
ICLR
Yuan Gao, Weizhong Zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, Jiayi Ma
2024 J jnl
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost.
CoRR
Yuan Gao, Weizhong Zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, Jiayi Ma
2024 J jnl
CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping.
IEEE Trans. Multim.
Linfeng Tang, Ziang Chen, Jun Huang, Jiayi Ma
2024 J jnl
CGR-Net: Consistency Guided ResFormer for Two-View Correspondence Learning.
IEEE Trans. Circuits Syst. Video Technol.
Changcai Yang, Xiaojie Li, Jiayi Ma, Fengyuan Zhuang, Lifang Wei, Riqing Chen, Guodong Chen
2024 — conf
CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection.
ECCV (55)
Wuyang Li, Xinyu Liu, Jiayi Ma, Yixuan Yuan
2024 J jnl
CRetinex: A Progressive Color-Shift Aware Retinex Model for Low-Light Image Enhancement.
Int. J. Comput. Vis.
Han Xu, Hao Zhang, Xunpeng Yi, Jiayi Ma
2024 J jnl
Cas-FNE: Cascaded Face Normal Estimation.
IEEE CAA J. Autom. Sinica
Meng Wang, Jiawan Zhang, Jiayi Ma, Xiaojie Guo
2024 J jnl
ConvMatch: Rethinking Network Design for Two-View Correspondence Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Shihua Zhang, Jiayi Ma
2024 A* conf
Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening.
IJCAI
Meiqi Gong, Hao Zhang, Hebaixu Wang, Jun Chen, Jun Huang, Xin Tian, Jiayi Ma
2024 J jnl
Cycle-Retinex: Unpaired Low-Light Image Enhancement via Retinex-Inline CycleGAN.
IEEE Trans. Multim.
Kangle Wu, Jun Huang, Yong Ma, Fan Fan, Jiayi Ma
2024 J jnl
DHM-Net: Deep Hypergraph Modeling for Robust Feature Matching.
IEEE Trans. Image Process.
Shunxing Chen, Guobao Xiao, Junwen Guo, Qiangqiang Wu, Jiayi Ma
2024 J jnl
DRLIE: Flexible Low-Light Image Enhancement via Disentangled Representations.
IEEE Trans. Neural Networks Learn. Syst.
Linfeng Tang, Jiayi Ma, Hao Zhang, Xiaojie Guo
2024 A* conf
DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior.
ACM Multimedia
Linfeng Tang, Yuxin Deng, Xunpeng Yi, Qinglong Yan, Yixuan Yuan, Jiayi Ma
2024 J jnl
DTNet: A Specialized Dual-Tuning Network for Infrared Vehicle Detection in Aerial Images.
IEEE Trans. Geosci. Remote. Sens.
Nan Zhang, Youmeng Liu, Hao Liu, Tian Tian, Jiayi Ma, Jinwen Tian
2024 A* conf
DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning.
CVPR
Shihua Zhang, Zizhuo Li, Yuan Gao, Jiayi Ma
2024 J jnl
Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring.
IEEE Trans. Computational Imaging
Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma
2024 A* conf
Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening.
AAAI
Hebaixu Wang, Meiqi Gong, Xiaoguang Mei, Hao Zhang, Jiayi Ma
2024 J jnl
Diff-IF: Multi-modality image fusion via diffusion model with fusion knowledge prior.
Inf. Fusion
Xunpeng Yi, Linfeng Tang, Hao Zhang, Han Xu, Jiayi Ma
2024 A* conf
DiffGlue: Diffusion-Aided Image Feature Matching.
ACM Multimedia
Shihua Zhang, Jiayi Ma
2024 A* conf
Dispel Darkness for Better Fusion: A Controllable Visual Enhancer Based on Cross-Modal Conditional Adversarial Learning.
CVPR
Hao Zhang, Linfeng Tang, Xinyu Xiang, Xuhui Zuo, Jiayi Ma
2024 J jnl
Exploring the Spectral Prior for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process.
Qian Hu, Xinya Wang, Junjun Jiang, Xiao-Ping Zhang, Jiayi Ma
2024 J jnl
Feature Matching via Topology-Aware Graph Interaction Model.
IEEE CAA J. Autom. Sinica
Yifan Lu, Jiayi Ma, Xiaoguang Mei, Jun Huang, Xiao-Ping (Steven) Zhang
2024 J jnl
From Noise Addition to Denoising: A Self-Variation Capture Network for Point Cloud Optimization.
IEEE Trans. Vis. Comput. Graph.
Tianming Zhao, Peng Gao, Tian Tian, Jiayi Ma, Jinwen Tian
2024 J jnl
From the abundance perspective: Multi-modal scene fusion-based hyperspectral image synthesis.
Inf. Fusion
Erting Pan, Yang Yu, Xiaoguang Mei, Jun Huang, Jiayi Ma
2024 J jnl
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond.
CoRR
Pengwei Liang, Junjun Jiang, Qing Ma, Xianming Liu, Jiayi Ma
2024 J jnl
HitFusion: Infrared and Visible Image Fusion for High-Level Vision Tasks Using Transformer.
IEEE Trans. Multim.
Jun Chen, Jianfeng Ding, Jiayi Ma
2024 J jnl
Incrementally Adapting Pretrained Model Using Network Prior for Multi-Focus Image Fusion.
IEEE Trans. Image Process.
Xingyu Hu, Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma
2024 J jnl
Interpretable Model-Driven Deep Network for Hyperspectral, Multispectral, and Panchromatic Image Fusion.
IEEE Trans. Neural Networks Learn. Syst.
Xin Tian, Kun Li, Wei Zhang, Zhongyuan Wang, Jiayi Ma
2024 J jnl
LENFusion: A Joint Low-Light Enhancement and Fusion Network for Nighttime Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas.
Jun Chen, Liling Yang, Wei Liu, Xin Tian, Jiayi Ma
2024 J jnl
Latent Semantic Consensus For Deterministic Geometric Model Fitting.
CoRR
Guobao Xiao, Jun Yu, Jiayi Ma, Deng-Ping Fan, Ling Shao
2024 J jnl
Latent Semantic Consensus for Deterministic Geometric Model Fitting.
IEEE Trans. Pattern Anal. Mach. Intell.
Guobao Xiao, Jun Yu, Jiayi Ma, Deng-Ping Fan, Ling Shao
2024 J jnl
Learning a Non-Locally Regularized Convolutional Sparse Representation for Joint Chromatic and Polarimetric Demosaicking.
IEEE Trans. Image Process.
Yidong Luo, Junchao Zhang, Jianbo Shao, Jiandong Tian, Jiayi Ma
2024 A* conf
Locality Preserving Refinement for Shape Matching with Functional Maps.
AAAI
Yifan Xia, Yifan Lu, Yuan Gao, Jiayi Ma
2024 J jnl
MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction.
IEEE CAA J. Autom. Sinica
Qian Hu, Jiayi Ma, Yuan Gao, Junjun Jiang, Yixuan Yuan
2024 J jnl
MC-Net: Integrating Multi-Level Geometric Context for Two-View Correspondence Learning.
IEEE Trans. Circuits Syst. Video Technol.
Zizhuo Li, Chunbao Su, Fan Fan, Jun Huang, Jiayi Ma
2024 J jnl
MERF: A Practical HDR-Like Image Generator via Mutual-Guided Learning Between Multi-Exposure Registration and Fusion.
IEEE Trans. Image Process.
Wenhui Hong, Hao Zhang, Jiayi Ma
2024 A* conf
MRFS: Mutually Reinforcing Image Fusion and Segmentation.
CVPR
Hao Zhang, Xuhui Zuo, Jie Jiang, Chunchao Guo, Jiayi Ma
2024 J jnl
MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training.
CoRR
Jiayang Li, Junjun Jiang, Pengwei Liang, Jiayi Ma
2024 B conf
Mdbfusion: A Visible And Infrared Image Fusion Framework Capable For Motion Deblurring.
ICIP
Jun Chen, Wei Yu, Xin Tian, Jun Huang, Jiayi Ma
2024 J jnl
More Than Lightening: A Self-Supervised Low-Light Image Enhancement Method Capable for Multiple Degradations.
IEEE CAA J. Autom. Sinica
Han Xu, Jiayi Ma, Yixuan Yuan, Hao Zhang, Xin Tian, Xiaojie Guo
2024 J jnl
Multi-image super-resolution based low complexity deep network for image compressive sensing reconstruction.
J. Vis. Commun. Image Represent.
Qiming Xiong, Zhirong Gao, Jiayi Ma, Yong Ma
2024 J jnl
Multiview Stereo via Noise Suppression PatchMatch.
IEEE Trans. Instrum. Meas.
Jun Chen, Aoyu Zhu, Yang Yu, Jiayi Ma
2024 J jnl
OFPF-MEF: An Optical Flow Guided Dynamic Multi-Exposure Image Fusion Network With Progressive Frequencies Learning.
IEEE Trans. Multim.
Wenhui Hong, Hao Zhang, Jiayi Ma
2024 J jnl
Omniscient Video Super-Resolution with Explicit-Implicit Alignment.
ACM Trans. Multim. Comput. Commun. Appl.
Peng Yi, Zhongyuan Wang, Laigan Luo, Kui Jiang, Zheng He, Junjun Jiang, Tao Lu, Jiayi Ma
2024 J jnl
Open Set Recognition in Real World.
Int. J. Comput. Vis.
Zhen Yang, Jun Yue, Pedram Ghamisi, Shiliang Zhang, Jiayi Ma, Leyuan Fang
2024 J jnl
PAPS: Progressive Attention-Based Pan-sharpening.
IEEE CAA J. Autom. Sinica
Yanan Jia, Qiming Hu, Renwei Dian, Jiayi Ma, Xiaojie Guo
2024 J jnl
PSD-ELGAN: A pseudo self-distillation based CycleGAN with enhanced local adversarial interaction for single image dehazing.
Neural Networks
Kangle Wu, Jun Huang, Yong Ma, Fan Fan, Jiayi Ma
2024 J jnl
Progressive Learning With Cross-Window Consistency for Semi-Supervised Semantic Segmentation.
IEEE Trans. Image Process.
Bo Dang, Yansheng Li, Yongjun Zhang, Jiayi Ma
2024 J jnl
Reciprocal transformer for hyperspectral and multispectral image fusion.
Inf. Fusion
Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma
2024 A* conf
ResMatch: Residual Attention Learning for Feature Matching.
AAAI
Yuxin Deng, Kaining Zhang, Shihua Zhang, Yansheng Li, Jiayi Ma
2024 J jnl
Robust Feature Matching via Graph Neighborhood Motion Consensus.
IEEE Trans. Multim.
Jun Huang, Honglin Li, Yijia Gong, Fan Fan, Yong Ma, Qinglei Du, Jiayi Ma
2024 A* conf
SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning.
AAAI
Yuxin Deng, Jiayi Ma
2024 J jnl
SSL-Net: Sparse semantic learning for identifying reliable correspondences.
Pattern Recognit.
Shunxing Chen, Guobao Xiao, Ziwei Shi, Junwen Guo, Jiayi Ma
2024 J jnl
SegCLIP: Multimodal Visual-Language and Prompt Learning for High-Resolution Remote Sensing Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Shijie Zhang, Bin Zhang, Yuntao Wu, Huabing Zhou, Junjun Jiang, Jiayi Ma
2024 J jnl
Semantic attention-based heterogeneous feature aggregation network for image fusion.
Pattern Recognit.
Zhiqiang Ruan, Jie Wan, Guobao Xiao, Zhimin Tang, Jiayi Ma
2024 A* conf
Sparse-to-dense Multimodal Image Registration via Multi-Task Learning.
ICML
Kaining Zhang, Jiayi Ma
2024 J jnl
T-Net++: Effective Permutation-Equivariance Network for Two-View Correspondence Pruning.
IEEE Trans. Pattern Anal. Mach. Intell.
Guobao Xiao, Xin Liu, Zhen Zhong, Xiaoqin Zhang, Jiayi Ma, Haibin Ling
2024 A* conf
TeRF: Text-driven and Region-aware Flexible Visible and Infrared Image Fusion.
ACM Multimedia
Hebaixu Wang, Hao Zhang, Xunpeng Yi, Xinyu Xiang, Leyuan Fang, Jiayi Ma
2024 A* conf
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model.
NeurIPS
Hao Zhang, Lei Cao, Jiayi Ma
2024 J jnl
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model.
CoRR
Hao Zhang, Lei Cao, Jiayi Ma
2024 A* conf
Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion.
CVPR
Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma
2024 J jnl
Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion.
CoRR
Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma
2024 J jnl
Triple-task mutual consistency for semi-supervised 3D medical image segmentation.
Comput. Biol. Medicine
Yantao Chen, Yong Ma, Xiaoguang Mei, Lin Zhang, Zhigang Fu, Jiayi Ma
2024 J jnl
U-Match: Exploring Hierarchy-Aware Local Context for Two-View Correspondence Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Zizhuo Li, Shihua Zhang, Jiayi Ma
2024 J jnl
UnmixDiff: Unmixing-Based Diffusion Model for Hyperspectral Image Synthesis.
IEEE Trans. Geosci. Remote. Sens.
Yang Yu, Erting Pan, Yong Ma, Xiaoguang Mei, Qihai Chen, Jiayi Ma
2024 A* conf
Unmixing Before Fusion: A Generalized Paradigm for Multi-Source-Based Hyperspectral Image Synthesis.
CVPR
Yang Yu, Erting Pan, Xinya Wang, Yuheng Wu, Xiaoguang Mei, Jiayi Ma
2024 J jnl
Zero-Sharpen: A universal pansharpening method across satellites for reducing scale-variance gap via zero-shot variation.
Inf. Fusion
Hebaixu Wang, Hao Zhang, Xin Tian, Jiayi Ma
2023 J jnl
ACE-MEF: Adaptive Clarity Evaluation-Guided Network With Illumination Correction for Multi-Exposure Image Fusion.
IEEE Trans. Multim.
Kangle Wu, Jun Chen, Yang Yu, Jiayi Ma
2023 J jnl
APUNet: Attention-guided upsampling network for sparse and non-uniform point cloud.
Pattern Recognit.
Tianming Zhao, Linfeng Li, Tian Tian, Jiayi Ma, Jinwen Tian
2023 J jnl
Adversarial Autoencoder Network for Hyperspectral Unmixing.
IEEE Trans. Neural Networks Learn. Syst.
Qiwen Jin, Yong Ma, Fan Fan, Jun Huang, Xiaoguang Mei, Jiayi Ma
2023 J jnl
Coarse-to-Fine Cross-Domain Learning Fusion Network for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Chengjie Ke, Wei Zhang, Zhongyuan Wang, Jiayi Ma, Xin Tian
2023 J jnl
Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network.
IEEE CAA J. Autom. Sinica
Xinya Wang, Jiayi Ma, Junjun Jiang
2023 A* conf
ConvMatch: Rethinking Network Design for Two-View Correspondence Learning.
AAAI
Shihua Zhang, Jiayi Ma
2023 J jnl
Correspondence Attention Transformer: A Context-Sensitive Network for Two-View Correspondence Learning.
IEEE Trans. Multim.
Jiayi Ma, Yang Wang, Aoxiang Fan, Guobao Xiao, Riqing Chen
2023 J jnl
D2Net: Deep Denoising Network in Frequency Domain for Hyperspectral Image.
IEEE CAA J. Autom. Sinica
Erting Pan, Yong Ma, Xiaoguang Mei, Jun Huang, Fan Fan, Jiayi Ma
2023 J jnl
DIVFusion: Darkness-free infrared and visible image fusion.
Inf. Fusion
Linfeng Tang, Xinyu Xiang, Hao Zhang, Meiqi Gong, Jiayi Ma
2023 J jnl
DMEF: Multi-Exposure Image Fusion Based on a Novel Deep Decomposition Method.
IEEE Trans. Multim.
Kangle Wu, Jun Chen, Jiayi Ma
2023 J jnl
Deep Learning-based Face Super-resolution: A Survey.
ACM Comput. Surv.
Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma
2023 J jnl
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting.
IEEE Trans. Image Process.
Zizhuo Li, Jiayi Ma, Guobao Xiao
2023 J jnl
Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models.
IEEE Trans. Image Process.
Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma
2023 J jnl
Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models.
CoRR
Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma
2023 A* conf
Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model.
ICCV
Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma
2023 J jnl
Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model.
CoRR
Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma
2023 J jnl
Dual Spatial-Spectral Pyramid Network With Transformer for Hyperspectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Yucheng Sun, Han Xu, Yong Ma, Minghui Wu, Xiaoguang Mei, Jun Huang, Jiayi Ma
2023 J jnl
Dual-Attention-Based Feature Aggregation Network for Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas.
Zhimin Tang, Guobao Xiao, Junwen Guo, Shiping Wang, Jiayi Ma
2023 J jnl
HS
Inf. Fusion
Yansheng Li, Fanyi Wei, Yongjun Zhang, Wei Chen, Jiayi Ma
2023 J jnl
Hierarchical image peeling: A flexible scale-space filtering framework.
Comput. Vis. Image Underst.
Yuanbin Fu, Jiayi Ma, Xiaojie Guo
2023 J jnl
Hyperspectral Image Super-Resolution Meets Deep Learning: A Survey and Perspective.
IEEE CAA J. Autom. Sinica
Xinya Wang, Qian Hu, Yingsong Cheng, Jiayi Ma
2023 J jnl
Hyperspectral image denoising via spectral noise distribution bootstrap.
Pattern Recognit.
Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jiayi Ma
2023 J jnl
Hyperspectral image destriping and denoising from a task decomposition view.
Pattern Recognit.
Erting Pan, Yong Ma, Xiaoguang Mei, Jun Huang, Qihai Chen, Jiayi Ma
2023 J jnl
IID-MEF: A multi-exposure fusion network based on intrinsic image decomposition.
Inf. Fusion
Hao Zhang, Jiayi Ma
2023 J jnl
Image Deblurring by Exploring In-depth Properties of Transformer.
CoRR
Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma
2023 J jnl
Improving sparse graph attention for feature matching by informative keypoints exploration.
Comput. Vis. Image Underst.
Xingyu Jiang, Shihua Zhang, Xiao-Ping Zhang, Jiayi Ma
2023 J jnl
Interpretable Poisson Optimization-Inspired Deep Network for Single-Photon Counting Image Denoising.
IEEE Trans. Instrum. Meas.
Xin Tian, Fang He, Rui Liu, Jiayi Ma
2023 J jnl
JRA-Net: Joint representation attention network for correspondence learning.
Pattern Recognit.
Ziwei Shi, Guobao Xiao, Linxin Zheng, Jiayi Ma, Riqing Chen
2023 A* conf
LSTFE-Net: Long Short-Term Feature Enhancement Network for Video Small Object Detection.
CVPR
Jinsheng Xiao, Yuanxu Wu, Yunhua Chen, Shurui Wang, Zhongyuan Wang, Jiayi Ma
2023 J jnl
Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network.
CoRR
Zizhuo Li, Jiayi Ma
2023 J jnl
Learning a 3D-CNN and Transformer prior for hyperspectral image super-resolution.
Inf. Fusion
Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma
2023 J jnl
Learning for Feature Matching via Graph Context Attention.
IEEE Trans. Geosci. Remote. Sens.
Junwen Guo, Guobao Xiao, Zhimin Tang, Shunxing Chen, Shiping Wang, Jiayi Ma
2023 J jnl
Loop Closure Detection With Bidirectional Manifold Representation Consensus.
IEEE Trans. Intell. Transp. Syst.
Kaining Zhang, Zizhuo Li, Jiayi Ma
2023 J jnl
Loop Closure Detection via Locality Preserving Matching With Global Consensus.
IEEE CAA J. Autom. Sinica
Jiayi Ma, Kaining Zhang, Junjun Jiang
2023 J jnl
MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images.
Pattern Recognit.
Chengli Peng, Haifeng Li, Chao Tao, Yansheng Li, Jiayi Ma
2023 J jnl
MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Han Xu, Jiteng Yuan, Jiayi Ma
2023 J jnl
Multi-exposure image fusion via perception enhanced structural patch decomposition.
Inf. Fusion
Junchao Zhang, Yidong Luo, Junbin Huang, Ying Liu, Jiayi Ma
2023 J jnl
Multipatch Progressive Pansharpening With Knowledge Distillation.
IEEE Trans. Geosci. Remote. Sens.
Meiqi Gong, Hao Zhang, Han Xu, Xin Tian, Jiayi Ma
2023 J jnl
Neighborhood Manifold Preserving Matching for Visual Place Recognition.
IEEE Trans. Ind. Informatics
Xinyu Ye, Jiayi Ma
2023 J jnl
P2Sharpen: A progressive pansharpening network with deep spectral transformation.
Inf. Fusion
Hao Zhang, Hebaixu Wang, Xin Tian, Jiayi Ma
2023 J jnl
PG-Net: Progressive Guidance Network via Robust Contextual Embedding for Efficient Point Cloud Registration.
IEEE Trans. Geosci. Remote. Sens.
Jingtao Wang, Xin Liu, Luanyuan Dai, Jiayi Ma, Lifang Wei, Changcai Yang, Riqing Chen
2023 J jnl
PGFNet: Preference-Guided Filtering Network for Two-View Correspondence Learning.
IEEE Trans. Image Process.
Xin Liu, Guobao Xiao, Riqing Chen, Jiayi Ma
2023 J jnl
Patch-guided point matching for point cloud registration with low overlap.
Pattern Recognit.
Tianming Zhao, Linfeng Li, Tian Tian, Jiayi Ma, Jinwen Tian
2023 J jnl
Progressive Hyperspectral Image Destriping With an Adaptive Frequencial Focus.
IEEE Trans. Geosci. Remote. Sens.
Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
2023 J jnl
Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Linshan Wu, Leyuan Fang, Xingxin He, Min He, Jiayi Ma, Zhun Zhong
2023 J jnl
ReDFeat: Recoupling Detection and Description for Multimodal Feature Learning.
IEEE Trans. Image Process.
Yuxin Deng, Jiayi Ma
2023 J jnl
ResMatch: Residual Attention Learning for Local Feature Matching.
CoRR
Yuxin Deng, Jiayi Ma
2023 J jnl
Rethinking the necessity of image fusion in high-level vision tasks: A practical infrared and visible image fusion network based on progressive semantic injection and scene fidelity.
Inf. Fusion
Linfeng Tang, Hao Zhang, Han Xu, Jiayi Ma
2023 A* conf
Robust Model Reasoning and Fitting via Dual Sparsity Pursuit.
NeurIPS
Xingyu Jiang, Jiayi Ma
2023 A* conf
Robust and Scalable Gaussian Process Regression and Its Applications.
CVPR
Yifan Lu, Jiayi Ma, Leyuan Fang, Xin Tian, Junjun Jiang
2023 J jnl
SPGAN-DA: Semantic-Preserved Generative Adversarial Network for Domain Adaptive Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Yansheng Li, Te Shi, Yongjun Zhang, Jiayi Ma
2023 J jnl
STP-SOM: Scale-Transfer Learning for Pansharpening via Estimating Spectral Observation Model.
Int. J. Comput. Vis.
Hao Zhang, Jiayi Ma
2023 J jnl
Semantic-Supervised Infrared and Visible Image Fusion Via a Dual-Discriminator Generative Adversarial Network.
IEEE Trans. Multim.
Huabing Zhou, Wei Wu, Yanduo Zhang, Jiayi Ma, Haibin Ling
2023 J jnl
Smoothness-Driven Consensus Based on Compact Representation for Robust Feature Matching.
IEEE Trans. Neural Networks Learn. Syst.
Aoxiang Fan, Xingyu Jiang, Yong Ma, Xiaoguang Mei, Jiayi Ma
2023 J jnl
Sparse Tensor Prior for Hyperspectral, Multispectral, and Panchromatic Image Fusion.
IEEE CAA J. Autom. Sinica
Xin Tian, Wei Zhang, Dian Yu, Jiayi Ma
2023 A* conf
Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures.
CVPR
Linshan Wu, Zhun Zhong, Leyuan Fang, Xingxin He, Qiang Liu, Jiayi Ma, Hao Chen
2023 A* conf
U-Match: Two-view Correspondence Learning with Hierarchy-aware Local Context Aggregation.
IJCAI
Zizhuo Li, Shihua Zhang, Jiayi Ma
2023 A* conf
Unsupervised Multi-Exposure Image Fusion Breaking Exposure Limits via Contrastive Learning.
AAAI
Han Xu, Liang Haochen, Jiayi Ma
2023 J jnl
Variational Bayesian deep network for blind Poisson denoising.
Pattern Recognit.
Hao Liang, Rui Liu, Zhongyuan Wang, Jiayi Ma, Xin Tian
2023 J jnl
Word length-aware text spotting: Enhancing detection and recognition in dense text image.
CoRR
Hao Wang, Huabing Zhou, Yanduo Zhang, Tao Lu, Jiayi Ma
2023 J jnl
ZMFF: Zero-shot multi-focus image fusion.
Inf. Fusion
Xingyu Hu, Junjun Jiang, Xianming Liu, Jiayi Ma
2022 J jnl
A Group-Based Embedding Learning and Integration Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Xinya Wang, Qian Hu, Junjun Jiang, Jiayi Ma
2022 J jnl
A Progressive Fusion Generative Adversarial Network for Realistic and Consistent Video Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell.
Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Tao Lu, Jiayi Ma
2022 J jnl
Appearance-Based Loop Closure Detection via Locality-Driven Accurate Motion Field Learning.
IEEE Trans. Intell. Transp. Syst.
Kaining Zhang, Xingyu Jiang, Jiayi Ma
2022 J jnl
Attention-Guided Polarization Image Fusion Using Salient Information Distribution.
IEEE Trans. Computational Imaging
Han Xu, Yucheng Sun, Xiaoguang Mei, Xin Tian, Jiayi Ma
2022 J jnl
BSCA-Net: Bit Slicing Context Attention network for polyp segmentation.
Pattern Recognit.
Yi Lin, Jichun Wu, Guobao Xiao, Junwen Guo, Geng Chen, Jiayi Ma
2022 J jnl
BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring.
IEEE CAA J. Autom. Sinica
Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma
2022 J jnl
CSDA-Net: Seeking reliable correspondences by channel-Spatial difference augment network.
Pattern Recognit.
Shunxing Chen, Linxin Zheng, Guobao Xiao, Zhen Zhong, Jiayi Ma
2022 J jnl
CUFD: An encoder-decoder network for visible and infrared image fusion based on common and unique feature decomposition.
Comput. Vis. Image Underst.
Han Xu, Meiqi Gong, Xin Tian, Jun Huang, Jiayi Ma
2022 A* conf
Coherent Point Drift Revisited for Non-rigid Shape Matching and Registration.
CVPR
Aoxiang Fan, Jiayi Ma, Xin Tian, Xiaoguang Mei, Wei Lin
2022 J jnl
Cross Fusion Net: A Fast Semantic Segmentation Network for Small-Scale Semantic Information Capturing in Aerial Scenes.
IEEE Trans. Geosci. Remote. Sens.
Chengli Peng, Kaining Zhang, Yong Ma, Jiayi Ma
2022 J jnl
D2TNet: A ConvLSTM Network With Dual-Direction Transfer for Pan-Sharpening.
IEEE Trans. Geosci. Remote. Sens.
Meiqi Gong, Jiayi Ma, Han Xu, Xin Tian, Xiao-Ping Zhang
2022 J jnl
DBDnet: A Deep Boosting Strategy for Image Denoising.
IEEE Trans. Multim.
Jiayi Ma, Chengli Peng, Xin Tian, Junjun Jiang
2022 J jnl
Deep Unfolding Network for Spatiospectral Image Super-Resolution.
IEEE Trans. Computational Imaging
Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma
2022 J jnl
Dilated projection correction network based on autoencoder for hyperspectral image super-resolution.
Neural Networks
Xinya Wang, Jiayi Ma, Junjun Jiang, Xiao-Ping Zhang
2022 J jnl
Domain Adaptive Semantic Segmentation via Entropy-Ranking and Uncertain Learning-Based Self-Training.
IEEE CAA J. Autom. Sinica
Chengli Peng, Jiayi Ma
2022 J jnl
Efficient Deterministic Search With Robust Loss Functions for Geometric Model Fitting.
IEEE Trans. Pattern Anal. Mach. Intell.
Aoxiang Fan, Jiayi Ma, Xingyu Jiang, Haibin Ling
2022 J jnl
Fast and Robust Loop-Closure Detection via Convolutional Auto-Encoder and Motion Consensus.
IEEE Trans. Ind. Informatics
Jiayi Ma, Shenyue Wang, Kaining Zhang, Zheng He, Jun Huang, Xiaoguang Mei
2022 J jnl
Feature Matching for Remote-Sensing Image Registration via Neighborhood Topological and Affine Consistency.
Remote. Sens.
Xi Gong, Feng Yao, Jiayi Ma, Junjun Jiang, Tao Lu, Yanduo Zhang, Huabing Zhou
2022 J jnl
Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model.
Int. J. Comput. Vis.
Jiayi Ma, Aoxiang Fan, Xingyu Jiang, Guobao Xiao
2022 — conf
From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution.
CVPR Workshops
Junjun Jiang, Chenyang Wang, Xianming Liu, Kui Jiang, Jiayi Ma
2022 — conf
Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion.
ECCV (18)
Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma
2022 J jnl
Group Shuffle and Spectral-Spatial Fusion for Hyperspectral Image Super-Resolution.
IEEE Trans. Computational Imaging
Xinya Wang, Yingsong Cheng, Xiaoguang Mei, Junjun Jiang, Jiayi Ma
2022 J jnl
Guided neighborhood affine subspace embedding for feature matching.
Pattern Recognit.
Zizhuo Li, Yong Ma, Xiaoguang Mei, Jun Huang, Jiayi Ma
2022 — conf
Hierarchical Memory Learning for Fine-Grained Scene Graph Generation.
ECCV (27)
Youming Deng, Yansheng Li, Yongjun Zhang, Xiang Xiang, Jian Wang, Jingdong Chen, Jiayi Ma
2022 J jnl
Hierarchical Memory Learning for Fine-Grained Scene Graph Generation.
CoRR
Youming Deng, Yansheng Li, Yongjun Zhang, Xiang Xiang, Jian Wang, Jingdong Chen, Jiayi Ma
2022 J jnl
High quality 3D reconstruction based on fusion of polarization imaging and binocular stereo vision.
Inf. Fusion
Xin Tian, Rui Liu, Zhongyuan Wang, Jiayi Ma
2022 J jnl
High-Quality Wheat Stalk Cross Section Micrograph Measurement via Semantic Segmentation Network.
IEEE Trans. Instrum. Meas.
Chengli Peng, Jiayi Ma
2022 J jnl
HyperFusion: A Computational Approach for Hyperspectral, Multispectral, and Panchromatic Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Xin Tian, Wei Zhang, Yuerong Chen, Zhongyuan Wang, Jiayi Ma
2022 J jnl
Hyperspectral Anomaly Detection With Robust Graph Autoencoders.
IEEE Trans. Geosci. Remote. Sens.
Ganghui Fan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
2022 J jnl
Hyperspectral Image Super-Resolution via Recurrent Feedback Embedding and Spatial-Spectral Consistency Regularization.
IEEE Trans. Geosci. Remote. Sens.
Xinya Wang, Jiayi Ma, Junjun Jiang
2022 J jnl
Image dehazing via enhancement, restoration, and fusion: A survey.
Inf. Fusion
Xiaojie Guo, Yang Yang, Chaoyue Wang, Jiayi Ma
2022 J jnl
Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion network.
Inf. Fusion
Linfeng Tang, Jiteng Yuan, Jiayi Ma
2022 J jnl
Infrared and visible image fusion via parallel scene and texture learning.
Pattern Recognit.
Meilong Xu, Linfeng Tang, Hao Zhang, Jiayi Ma
2022 J jnl
Interpolation-based nonrigid deformation estimation under manifold regularization constraint.
Pattern Recognit.
Huabing Zhou, Zhichao Xu, Yulu Tian, Zhenghong Yu, Yanduo Zhang, Jiayi Ma
2022 J jnl
Learning Spatial-Parallax Prior Based on Array Thermal Camera for Infrared Image Enhancement.
IEEE Trans. Ind. Informatics
Jiayi Ma, Wenjing Gao, Yong Ma, Jun Huang, Fan Fan
2022 J jnl
Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network.
IEEE Geosci. Remote. Sens. Lett.
Wei Zheng, Ziwei Shi, Guobao Xiao, Jiayi Ma
2022 J jnl
Learning an epipolar shift compensation for light field image super-resolution.
Inf. Fusion
Xinya Wang, Jiayi Ma, Peng Yi, Xin Tian, Junjun Jiang, Xiao-Ping Zhang
2022 J jnl
Local Affine Preservation With Motion Consistency for Feature Matching of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Xinyu Ye, Jiayi Ma, Huilin Xiong
2022 J jnl
Locality-Guided Global-Preserving Optimization for Robust Feature Matching.
IEEE Trans. Image Process.
Yifan Xia, Jiayi Ma
2022 J jnl
Loop Closure Detection With Reweighting NetVLAD and Local Motion and Structure Consensus.
IEEE CAA J. Autom. Sinica
Kaining Zhang, Jiayi Ma, Junjun Jiang
2022 J jnl
Loop-Closure Detection Using Local Relative Orientation Matching.
IEEE Trans. Intell. Transp. Syst.
Jiayi Ma, Xinyu Ye, Huabing Zhou, Xiaoguang Mei, Fan Fan
2022 A* conf
MS2DG-Net: Progressive Correspondence Learning via Multiple Sparse Semantics Dynamic Graph.
CVPR
Luanyuan Dai, Yizhang Liu, Jiayi Ma, Lifang Wei, Taotao Lai, Changcai Yang, Riqing Chen
2022 J jnl
MSA-Net: Establishing Reliable Correspondences by Multiscale Attention Network.
IEEE Trans. Image Process.
Linxin Zheng, Guobao Xiao, Ziwei Shi, Shiping Wang, Jiayi Ma
2022 J jnl
Multi-Focus Image Fusion Based on Multi-Scale Gradients and Image Matting.
IEEE Trans. Multim.
Jun Chen, Xuejiao Li, Linbo Luo, Jiayi Ma
2022 J jnl
Multi-Task Interaction Learning for Spatiospectral Image Super-Resolution.
IEEE Trans. Image Process.
Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma
2022 J jnl
Multi-exposure image fusion via deep perceptual enhancement.
Inf. Fusion
Dong Han, Liang Li, Xiaojie Guo, Jiayi Ma
2022 J jnl
Multilayer Spectral-Spatial Graphs for Label Noisy Robust Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Junjun Jiang, Jiayi Ma, Xianming Liu
2022 J jnl
PIAFusion: A progressive infrared and visible image fusion network based on illumination aware.
Inf. Fusion
Linfeng Tang, Jiteng Yuan, Hao Zhang, Xingyu Jiang, Jiayi Ma
2022 J jnl
RANet: A relation-aware network for two-view correspondence learning.
Neurocomputing
Guorong Lin, Xin Liu, Fangfang Lin, Guobao Xiao, Jiayi Ma
2022 A* conf
RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion.
CVPR
Han Xu, Jiayi Ma, Jiteng Yuan, Zhuliang Le, Wei Liu
2022 J jnl
ReDFeat: Recoupling Detection and Description for Multimodal Feature Learning.
CoRR
Yuxin Deng, Jiayi Ma
2022 J jnl
Real-Time and Accurate UAV Pedestrian Detection for Social Distancing Monitoring in COVID-19 Pandemic.
IEEE Trans. Multim.
Zhenfeng Shao, Gui Cheng, Jiayi Ma, Zhongyuan Wang, Jiaming Wang, Deren Li
2022 J jnl
Robust Feature Matching for Remote Sensing Image Registration via Guided Hyperplane Fitting.
IEEE Trans. Geosci. Remote. Sens.
Guobao Xiao, Huan Luo, Kun Zeng, Leyi Wei, Jiayi Ma
2022 J jnl
Robust image matching via local graph structure consensus.
Pattern Recognit.
Xingyu Jiang, Yifan Xia, Xiao-Ping Zhang, Jiayi Ma
2022 J jnl
SQAD: Spatial-Spectral Quasi-Attention Recurrent Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
2022 J jnl
SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness.
IEEE CAA J. Autom. Sinica
Linfeng Tang, Yuxin Deng, Yong Ma, Jun Huang, Jiayi Ma
2022 J jnl
SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer.
IEEE CAA J. Autom. Sinica
Jiayi Ma, Linfeng Tang, Fan Fan, Jun Huang, Xiaoguang Mei, Yong Ma
2022 J jnl
TANet: An Unsupervised Two-Stream Autoencoder Network for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Qiwen Jin, Yong Ma, Xiaoguang Mei, Jiayi Ma
2022 J jnl
U2Fusion: A Unified Unsupervised Image Fusion Network.
IEEE Trans. Pattern Anal. Mach. Intell.
Han Xu, Jiayi Ma, Junjun Jiang, Xiaojie Guo, Haibin Ling
2022 J jnl
UIFGAN: An unsupervised continual-learning generative adversarial network for unified image fusion.
Inf. Fusion
Zhuliang Le, Jun Huang, Han Xu, Fan Fan, Yong Ma, Xiaoguang Mei, Jiayi Ma
2022 J jnl
Unified gradient- and intensity-discriminator generative adversarial network for image fusion.
Inf. Fusion
Huabing Zhou, Jilei Hou, Yanduo Zhang, Jiayi Ma, Haibin Ling
2022 J jnl
VP-Net: An Interpretable Deep Network for Variational Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Xin Tian, Kun Li, Zhongyuan Wang, Jiayi Ma
2022 J jnl
Variational Pansharpening by Exploiting Cartoon-Texture Similarities.
IEEE Trans. Geosci. Remote. Sens.
Xin Tian, Yuerong Chen, Changcai Yang, Jiayi Ma
2021 J jnl
A Cross-Direction and Progressive Network for Pan-Sharpening.
Remote. Sens.
Han Xu, Zhuliang Le, Jun Huang, Jiayi Ma
2021 J jnl
A Foreground-Aware Framework for Local Face Attribute Transfer.
Entropy
Yuanbin Fu, Jiayi Ma, Xiaojie Guo
2021 J jnl
A Generative Adversarial Network for Infrared and Visible Image Fusion Based on Semantic Segmentation.
Entropy
Jilei Hou, Dazhi Zhang, Wei Wu, Jiayi Ma, Huabing Zhou
2021 J jnl
A Practical Contrastive Learning Framework for Single Image Super-Resolution.
CoRR
Gang Wu, Junjun Jiang, Xianming Liu, Jiayi Ma
2021 J jnl
A Spatial-Spectral Feature Descriptor for Hyperspectral Image Matching.
Remote. Sens.
Yang Yu, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
2021 J jnl
A review of multimodal image matching: Methods and applications.
Inf. Fusion
Xingyu Jiang, Jiayi Ma, Guobao Xiao, Zhenfeng Shao, Xiaojie Guo
2021 A* conf
Appearance-based Loop Closure Detection via Bidirectional Manifold Representation Consensus.
ICRA
Kaining Zhang, Zizhuo Li, Jiayi Ma
2021 J jnl
BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring.
CoRR
Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma
2021 J jnl
Beyond Brightening Low-light Images.
Int. J. Comput. Vis.
Yonghua Zhang, Xiaojie Guo, Jiayi Ma, Wei Liu, Jiawan Zhang
2021 J jnl
Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation.
Neural Networks
Chengli Peng, Tian Tian, Chen Chen, Xiaojie Guo, Jiayi Ma
2021 J jnl
Classification Saliency-Based Rule for Visible and Infrared Image Fusion.
IEEE Trans. Computational Imaging
Han Xu, Hao Zhang, Jiayi Ma
2021 J jnl
Correlation Discrepancy Insight Network for Video Re-identification.
ACM Trans. Multim. Comput. Commun. Appl.
Weijian Ruan, Chao Liang, Yi Yu, Zheng Wang, Wu Liu, Jun Chen, Jiayi Ma
2021 J jnl
DE-CycleGAN: An Object Enhancement Network for Weak Vehicle Detection in Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Peng Gao, Tian Tian, Linfeng Li, Jiayi Ma, Jinwen Tian
2021 J jnl
DRF: Disentangled Representation for Visible and Infrared Image Fusion.
IEEE Trans. Instrum. Meas.
Han Xu, Xinya Wang, Jiayi Ma
2021 J jnl
Deep Learning-based Face Super-resolution: A Survey.
CoRR
Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma
2021 J jnl
EMFusion: An unsupervised enhanced medical image fusion network.
Inf. Fusion
Han Xu, Jiayi Ma
2021 J jnl
Enhanced image prior for unsupervised remoting sensing super-resolution.
Neural Networks
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Jiayi Ma
2021 J jnl
FusionNDVI: A Computational Fusion Approach for High-Resolution Normalized Difference Vegetation Index.
IEEE Trans. Geosci. Remote. Sens.
Xin Tian, Mengliang ZHang, Changcai Yang, Jiayi Ma
2021 J jnl
GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators.
IEEE Trans. Computational Imaging
Hao Zhang, Jiteng Yuan, Xin Tian, Jiayi Ma
2021 J jnl
GANMcC: A Generative Adversarial Network With Multiclassification Constraints for Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas.
Jiayi Ma, Hao Zhang, Zhenfeng Shao, Pengwei Liang, Han Xu
2021 J jnl
Hierarchical Image Peeling: A Flexible Scale-space Filtering Framework.
CoRR
Yuanbin Fu, Xiaojie Guo, Qiming Hu, Di Lin, Jiayi Ma, Haibin Ling
2021 J jnl
Hyperspectral Anomaly Detection via Integration of Feature Extraction and Background Purification.
IEEE Geosci. Remote. Sens. Lett.
Yong Ma, Ganghui Fan, Qiwen Jin, Jun Huang, Xiaoguang Mei, Jiayi Ma
2021 J jnl
Image Matching from Handcrafted to Deep Features: A Survey.
Int. J. Comput. Vis.
Jiayi Ma, Xingyu Jiang, Aoxiang Fan, Junjun Jiang, Junchi Yan
2021 J jnl
Image fusion meets deep learning: A survey and perspective.
Inf. Fusion
Hao Zhang, Han Xu, Xin Tian, Junjun Jiang, Jiayi Ma
2021 J jnl
Image retrieval from remote sensing big data: A survey.
Inf. Fusion
Yansheng Li, Jiayi Ma, Yongjun Zhang
2021 J jnl
Learning A 3D-CNN and Transformer Prior for Hyperspectral Image Super-Resolution.
CoRR
Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma
2021 J jnl
Locality-constrained sparse representation for hyperspectral image classification.
Inf. Sci.
Yuanshu Zhang, Yong Ma, Xiaobing Dai, Hao Li, Xiaoguang Mei, Jiayi Ma
2021 J jnl
MFF-GAN: An unsupervised generative adversarial network with adaptive and gradient joint constraints for multi-focus image fusion.
Inf. Fusion
Hao Zhang, Zhuliang Le, Zhenfeng Shao, Han Xu, Jiayi Ma
2021 J jnl
MPIN: a macro-pixel integration network for light field super-resolution.
Frontiers Inf. Technol. Electron. Eng.
Xinya Wang, Jiayi Ma, Wenjing Gao, Junjun Jiang
2021 J jnl
Mining consistent correspondences using co-occurrence statistics.
Pattern Recognit.
Guobao Xiao, Shiping Wang, Han Wang, Jiayi Ma
2021 A conf
Motion Field Consensus with Locality Preservation: A Geometric Confirmation Strategy for Loop Closure Detection.
IROS
Kaining Zhang, Xingyu Jiang, Xiaoguang Mei, Huabing Zhou, Jiayi Ma
2021 A* conf
Omniscient Video Super-Resolution.
ICCV
Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Tao Lu, Xin Tian, Jiayi Ma
2021 J jnl
Omniscient Video Super-Resolution.
CoRR
Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Tao Lu, Xin Tian, Jiayi Ma
2021 B conf
Pan-Sharpening Via High-Pass Modification Convolutional Neural Network.
ICIP
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Jiayi Ma
2021 J jnl
Pan-sharpening via High-pass Modification Convolutional Neural Network.
CoRR
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Jiayi Ma
2021 J jnl
Ranking list preservation for feature matching.
Pattern Recognit.
Junjun Jiang, Qing Ma, Xingyu Jiang, Jiayi Ma
2021 J jnl
Robust ENF Estimation Based on Harmonic Enhancement and Maximum Weight Clique.
IEEE Trans. Inf. Forensics Secur.
Guang Hua, Han Liao, Haijian Zhang, Dengpan Ye, Jiayi Ma
2021 J jnl
Robust Feature Matching for Remote Sensing Image Registration via Linear Adaptive Filtering.
IEEE Trans. Geosci. Remote. Sens.
Xingyu Jiang, Jiayi Ma, Aoxiang Fan, Haiping Xu, Geng Lin, Tao Lu, Xin Tian
2021 Misc conf
Robust Graph Autoencoder for Hyperspectral Anomaly Detection.
ICASSP
Ganghui Fan, Yong Ma, Jun Huang, Xiaoguang Mei, Jiayi Ma
2021 J jnl
SDGMNet: Statistic-based Dynamic Gradient Modulation for Local Descriptor Learning.
CoRR
Jiayi Ma, Yuxin Deng
2021 J jnl
SDNet: A Versatile Squeeze-and-Decomposition Network for Real-Time Image Fusion.
Int. J. Comput. Vis.
Hao Zhang, Jiayi Ma
2021 J jnl
SDPNet: A Deep Network for Pan-Sharpening With Enhanced Information Representation.
IEEE Trans. Geosci. Remote. Sens.
Han Xu, Jiayi Ma, Zhenfeng Shao, Hao Zhang, Junjun Jiang, Xiaojie Guo
2021 J jnl
SMFuse: Multi-Focus Image Fusion Via Self-Supervised Mask-Optimization.
IEEE Trans. Computational Imaging
Jiayi Ma, Zhuliang Le, Xin Tian, Junjun Jiang
2021 J jnl
STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection.
IEEE Trans. Instrum. Meas.
Jiayi Ma, Linfeng Tang, Meilong Xu, Hao Zhang, Guobao Xiao
2021 J jnl
Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting.
Int. J. Comput. Vis.
Guobao Xiao, Hanzi Wang, Jiayi Ma, David Suter
2021 J jnl
Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution.
CoRR
Junjun Jiang, Chenyang Wang, Kui Jiang, Xianming Liu, Jiayi Ma
2021 A* conf
T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning.
ICCV
Zhen Zhong, Guobao Xiao, Linxin Zheng, Yan Lu, Jiayi Ma
2021 J jnl
TANet: A new Paradigm for Global Face Super-resolution via Transformer-CNN Aggregation Network.
CoRR
Yuanzhi Wang, Tao Lu, Yanduo Zhang, Junjun Jiang, Jiaming Wang, Zhongyuan Wang, Jiayi Ma
2021 A* conf
To Choose or to Fuse? Scale Selection for Crowd Counting.
AAAI
Qingyu Song, Changan Wang, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Jian Wu, Jiayi Ma
2021 Misc conf
UTDN: An Unsupervised Two-Stream Dirichlet-Net for Hyperspectral Unmixing.
ICASSP
Qiwen Jin, Yong Ma, Xiaoguang Mei, Hao Li, Jiayi Ma
2021 A* conf
Uniformity in Heterogeneity: Diving Deep into Count Interval Partition for Crowd Counting.
ICCV
Changan Wang, Qingyu Song, Boshen Zhang, Yabiao Wang, Ying Tai, Xuyi Hu, Chengjie Wang, Jilin Li, Jiayi Ma, Yang Wu
2021 J jnl
Uniformity in Heterogeneity: Diving Deep into Count Interval Partition for Crowd Counting.
CoRR
Changan Wang, Qingyu Song, Boshen Zhang, Yabiao Wang, Ying Tai, Xuyi Hu, Chengjie Wang, Jilin Li, Jiayi Ma, Yang Wu
2021 J jnl
Unsupervised Exemplar-Domain Aware Image-to-Image Translation.
Entropy
Yuanbin Fu, Jiayi Ma, Xiaojie Guo
2021 Misc conf
Unsupervised Stacked Capsule Autoencoder for Hyperspectral Image Classification.
ICASSP
Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jiayi Ma
2021 A conf
Variation-Net: Interpretable Variation-Inspired Deep Network for Pansharpening.
ICME
Kun Li, Wei Zhang, Xin Tian, Jiayi Ma, Huabing Zhou, Zhongyuan Wang
2021 A* conf
Visual Place Recognition via Local Affine Preserving Matching.
ICRA
Xinyu Ye, Jiayi Ma
2021 A conf
Zero-Shot Multi-Focus Image Fusion.
ICME
Xingyu Hu, Junjun Jiang, Xianming Liu, Jiayi Ma
2020 B conf
A Generative Adversarial Network For Medical Image Fusion.
ICIP
Zhuliang Le, Jun Huang, Fan Fan, Xin Tian, Jiayi Ma
2020 J jnl
A Variational Pansharpening Method Based on Gradient Sparse Representation.
IEEE Signal Process. Lett.
Xin Tian, Yuerong Chen, Changcai Yang, Xun Gao, Jiayi Ma
2020 J jnl
Context-Patch Face Hallucination Based on Thresholding Locality-Constrained Representation and Reproducing Learning.
IEEE Trans. Cybern.
Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Akiko Aizawa, Kiyoharu Aizawa
2020 J jnl
Cross-Weather Image Alignment via Latent Generative Model With Intensity Consistency.
IEEE Trans. Image Process.
Huabing Zhou, Jiayi Ma, Chiu C. Tan, Yanduo Zhang, Haibin Ling
2020 J jnl
DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion.
IEEE Trans. Image Process.
Jiayi Ma, Han Xu, Junjun Jiang, Xiaoguang Mei, Xiao-Ping (Steven) Zhang
2020 J jnl
Deterministic Model Fitting by Local-Neighbor Preservation and Global-Residual Optimization.
IEEE Trans. Image Process.
Guobao Xiao, Jiayi Ma, Shiping Wang, Changwen Chen
2020 J jnl
Ensemble Super-Resolution With a Reference Dataset.
IEEE Trans. Cybern.
Junjun Jiang, Yi Yu, Zheng Wang, Suhua Tang, Ruimin Hu, Jiayi Ma
2020 A* conf
FusionDN: A Unified Densely Connected Network for Image Fusion.
AAAI
Han Xu, Jiayi Ma, Zhuliang Le, Junjun Jiang, Xiaojie Guo
2020 — conf
Geometric Estimation via Robust Subspace Recovery.
ECCV (22)
Aoxiang Fan, Xingyu Jiang, Yang Wang, Junjun Jiang, Jiayi Ma
2020 J jnl
Image Superresolution via Dense Discriminative Network.
IEEE Trans. Ind. Electron.
Jiayi Ma, Xinya Wang, Junjun Jiang
2020 J jnl
Infrared and visible image fusion based on target-enhanced multiscale transform decomposition.
Inf. Sci.
Jun Chen, Xuejiao Li, Linbo Luo, Xiaoguang Mei, Jiayi Ma
2020 J jnl
Infrared and visible image fusion via detail preserving adversarial learning.
Inf. Fusion
Jiayi Ma, Pengwei Liang, Wei Yu, Chen Chen, Xiaojie Guo, Jia Wu, Junjun Jiang
2020 J jnl
Infrared and visible image fusion via gradientlet filter.
Comput. Vis. Image Underst.
Jiayi Ma, Yi Zhou
2020 J jnl
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery.
CoRR
Junjun Jiang, He Sun, Xianming Liu, Jiayi Ma
2020 J jnl
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery.
IEEE Trans. Computational Imaging
Junjun Jiang, He Sun, Xianming Liu, Jiayi Ma
2020 J jnl
Learning to find reliable correspondences with local neighborhood consensus.
Neurocomputing
Yang Wang, Xiaoguang Mei, Yong Ma, Jun Huang, Fan Fan, Jiayi Ma
2020 J jnl
MEF-GAN: Multi-Exposure Image Fusion via Generative Adversarial Networks.
IEEE Trans. Image Process.
Han Xu, Jiayi Ma, Xiao-Ping (Steven) Zhang
2020 A* conf
MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning.
CVPR
Yuan Gao, Haoping Bai, Zequn Jie, Jiayi Ma, Kui Jia, Wei Liu
2020 J jnl
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning.
CoRR
Yuan Gao, Haoping Bai, Zequn Jie, Jiayi Ma, Kui Jia, Wei Liu
2020 J jnl
Minimal Case Relative Pose Computation Using Ray-Point-Ray Features.
IEEE Trans. Pattern Anal. Mach. Intell.
Ji Zhao, Laurent Kneip, Yijia He, Jiayi Ma
2020 A* conf
Multi-Scale Progressive Fusion Network for Single Image Deraining.
CVPR
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Baojin Huang, Yimin Luo, Jiayi Ma, Junjun Jiang
2020 J jnl
Multi-Scale Progressive Fusion Network for Single Image Deraining.
CoRR
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Baojin Huang, Yimin Luo, Jiayi Ma, Junjun Jiang
2020 J jnl
Multi-Temporal Ultra Dense Memory Network for Video Super-Resolution.
IEEE Trans. Circuits Syst. Video Technol.
Peng Yi, Zhongyuan Wang, Kui Jiang, Zhenfeng Shao, Jiayi Ma
2020 J jnl
Mutually Guided Image Filtering.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiaojie Guo, Yu Li, Jiayi Ma, Haibin Ling
2020 J jnl
Pan-GAN: An unsupervised pan-sharpening method for remote sensing image fusion.
Inf. Fusion
Jiayi Ma, Wei Yu, Chen Chen, Pengwei Liang, Xiaojie Guo, Junjun Jiang
2020 A* conf
Rethinking the Image Fusion: A Fast Unified Image Fusion Network based on Proportional Maintenance of Gradient and Intensity.
AAAI
Hao Zhang, Han Xu, Yang Xiao, Xiaojie Guo, Jiayi Ma
2020 J jnl
Robust ENF Estimation Based on Harmonic Enhancement and Maximum Weight Clique.
CoRR
Guang Hua, Han Liao, Haijian Zhang, Dengpan Ye, Jiayi Ma
2020 J jnl
Robust Feature Matching Using Spatial Clustering With Heavy Outliers.
IEEE Trans. Image Process.
Xingyu Jiang, Jiayi Ma, Junjun Jiang, Xiaojie Guo
2020 J jnl
SCSCN: A Separated Channel-Spatial Convolution Net With Attention for Single-View Reconstruction.
IEEE Trans. Ind. Electron.
Jiayi Ma, Hao Zhang, Peng Yi, Zhongyuan Wang
2020 J jnl
Semantic segmentation using stride spatial pyramid pooling and dual attention decoder.
Pattern Recognit.
Chengli Peng, Jiayi Ma
2020 J jnl
Sparse unmixing of hyperspectral data with bandwise model.
Inf. Sci.
Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Jiayi Ma, Chenhong Sui, Xun Chen
2020 J jnl
Spectral-spatial classification for hyperspectral image based on a single GRU.
Neurocomputing
Erting Pan, Xiaoguang Mei, Quande Wang, Yong Ma, Jiayi Ma
2019 J jnl
A non-parametric depth modification model for registration between color and depth images.
Multidimens. Syst. Signal Process.
Li Peng, Yanduo Zhang, Huabing Zhou, Junjun Jiang, Jiayi Ma
2019 — conf
AIM 2019 Challenge on Image Extreme Super-Resolution: Methods and Results.
ICCV Workshops
Shuhang Gu, Hanwen Liu, Dan Zhu, Tangxin Xie, Xin Yang, Chen Zhu, Jia Yu, Wenyu Sun, Xin Tao, Zijun Deng, Liying Lu, Martin Danelljan, Wenbo Li, Taian Guo, Xiaoyong Shen, Xuemiao Xu, Yu-Wing Tai, Jiaya Jia, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Radu Timofte, Jiayi Ma, Zhi-Song Liu, Li-Wen Wang, Chu-Tak Li, Wan-Chi Siu, Yui-Lam Chan, Ruofan Zhou, Majed El Helou, Kuldeep Purohit, Praveen Kandula, Muhammad Haris, Maitreya Suin, A. N. Rajagopalan, Kazutoshi Akita, Greg Shakhnarovich, Norimichi Ukita, Pablo Navarrete Michelini, Wenbin Chen
2019 — conf
AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results.
ICCV Workshops
Dario Fuoli, Xiaoyong Shen, Shutao Xia, Yurong Dai, Jiaya Jia, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Jiayi Ma, Zhiwei Zhong, Shuhang Gu, Chenyang Wang, Xianming Liu, Radu Timofte, Xin Tao, Wenbo Li, Taian Guo, Zijun Deng, Liying Lu, Tao Dai
2019 J jnl
Deep transfer learning for military object recognition under small training set condition.
Neural Comput. Appl.
Zhi Yang, Wei Yu, Pengwei Liang, Hanqi Guo, Likun Xia, Feng Zhang, Yong Ma, Jiayi Ma
2019 J jnl
EDIT: Exemplar-Domain Aware Image-to-Image Translation.
CoRR
Yuanbin Fu, Jiayi Ma, Lin Ma, Xiaojie Guo
2019 J jnl
Ensemble Super-Resolution with A Reference Dataset.
CoRR
Junjun Jiang, Yi Yu, Zheng Wang, Suhua Tang, Ruimin Hu, Jiayi Ma
2019 J jnl
Face hallucination through differential evolution parameter map learning with facial structure prior.
Inf. Sci.
Junjun Jiang, Jiayi Ma, Suhua Tang, Yi Yu, Kiyoharu Aizawa
2019 J jnl
Feature-guided Gaussian mixture model for image matching.
Pattern Recognit.
Jiayi Ma, Xingyu Jiang, Junjun Jiang, Yuan Gao
2019 J jnl
FusionGAN: A generative adversarial network for infrared and visible image fusion.
Inf. Fusion
Jiayi Ma, Wei Yu, Pengwei Liang, Chang Li, Junjun Jiang
2019 C conf
GRU with Spatial Prior for Hyperspectral Image Classification.
IGARSS
Erting Pan, Yong Ma, Xiaobing Dai, Fan Fan, Jun Huang, Xiaoguang Mei, Jiayi Ma
2019 J jnl
Gaussian field estimator with manifold regularization for retinal image registration.
Signal Process.
Jiahao Wang, Jun Chen, Huihui Xu, Shuaibin Zhang, Xiaoguang Mei, Jun Huang, Jiayi Ma
2019 J jnl
Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis.
IEEE Trans. Image Process.
Junjun Jiang, Yi Yu, Zheng Wang, Xianming Liu, Jiayi Ma
2019 J jnl
Hyperspectral Image Classification in the Presence of Noisy Labels.
IEEE Trans. Geosci. Remote. Sens.
Junjun Jiang, Jiayi Ma, Zheng Wang, Chen Chen, Xianming Liu
2019 Misc conf
Image Super-resolution via Deep Aggregation Network.
ICASSP
Xinya Wang, Jiayi Ma, Junjun Jiang
2019 J jnl
Infrared and visible image fusion methods and applications: A survey.
Inf. Fusion
Jiayi Ma, Yong Ma, Chang Li
2019 J jnl
LMR: Learning a Two-Class Classifier for Mismatch Removal.
IEEE Trans. Image Process.
Jiayi Ma, Xingyu Jiang, Junjun Jiang, Ji Zhao, Xiaojie Guo
2019 J jnl
LaFIn: Generative Landmark Guided Face Inpainting.
CoRR
Yang Yang, Xiaojie Guo, Jiayi Ma, Lin Ma, Haibin Ling
2019 A* conf
Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators.
IJCAI
Han Xu, Pengwei Liang, Wei Yu, Junjun Jiang, Jiayi Ma
2019 J jnl
Line-Based Stereo SLAM by Junction Matching and Vanishing Point Alignment.
IEEE Access
Jiayi Ma, Xinya Wang, Yijia He, Xiaoguang Mei, Ji Zhao
2019 J jnl
Locality Preserving Matching.
Int. J. Comput. Vis.
Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou, Xiaojie Guo
2019 J jnl
Multi-Memory Convolutional Neural Network for Video Super-Resolution.
IEEE Trans. Image Process.
Zhongyuan Wang, Peng Yi, Kui Jiang, Junjun Jiang, Zhen Han, Tao Lu, Jiayi Ma
2019 J jnl
Multifeature-Based Discriminative Label Consistent K-SVD for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yong Ma, Yuanshu Zhang, Xiaoguang Mei, Xiaobing Dai, Jiayi Ma
2019 J jnl
Multiscale Locality and Rank Preservation for Robust Feature Matching of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Xingyu Jiang, Junjun Jiang, Aoxiang Fan, Zhongyuan Wang, Jiayi Ma
2019 A* conf
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction.
CVPR
Yuan Gao, Jiayi Ma, Mingbo Zhao, Wei Liu, Alan L. Yuille
2019 — conf
NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results.
CVPR Workshops
Seungjun Nah, Radu Timofte, Shuhang Gu, Sungyong Baik, Seokil Hong, Gyeongsik Moon, Sanghyun Son, Kyoung Mu Lee, Xintao Wang, Kelvin C. K. Chan, Ke Yu, Chao Dong, Chen Change Loy, Yuchen Fan, Jiahui Yu, Ding Liu, Thomas S. Huang, Xiao Liu, Chao Li, Dongliang He, Yukang Ding, Shilei Wen, Fatih Porikli, Ratheesh Kalarot, Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Jiayi Ma, Hang Dong, Xinyi Zhang, Zhe Hu, Kwan-Young Kim, Dong Un Kang, Se Young Chun, Kuldeep Purohit, A. N. Rajagopalan, Yapeng Tian, Yulun Zhang, Yun Fu, Chenliang Xu, Ahmet Murat Tekalp, Mustafa Akin Yilmaz, Cansu Korkmaz, Manoj Sharma, Megh Makwana, Anuj Badhwar, Ajay Pratap Singh, Avinash Upadhyay, Rudrabha Mukhopadhyay, Ankit Shukla, Dheeraj Khanna, A. S. Mandal, Santanu Chaudhury, Si Miao, Yongxin Zhu, Xiao Huo
2019 J jnl
Nonrigid Point Set Registration With Robust Transformation Learning Under Manifold Regularization.
IEEE Trans. Neural Networks Learn. Syst.
Jiayi Ma, Jia Wu, Ji Zhao, Junjun Jiang, Huabing Zhou, Quan Z. Sheng
2019 J jnl
PFLD: A Practical Facial Landmark Detector.
CoRR
Xiaojie Guo, Siyuan Li, Jiawan Zhang, Jiayi Ma, Lin Ma, Wei Liu, Haibin Ling
2019 Misc conf
Progressive Filtering for Feature Matching.
ICASSP
Xingyu Jiang, Jiayi Ma, Jun Chen
2019 A* conf
Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations.
ICCV
Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Jiayi Ma
2019 J jnl
Spectral-Spatial Attention Networks for Hyperspectral Image Classification.
Remote. Sens.
Xiaoguang Mei, Erting Pan, Yong Ma, Xiaobing Dai, Jun Huang, Fan Fan, Qinglei Du, Hong Zheng, Jiayi Ma
2019 C conf
Spectral-Spatial Classification of Hyperspectral Image based on a Joint Attention Network.
IGARSS
Erting Pan, Yong Ma, Xiaoguang Mei, Xiaobing Dai, Fan Fan, Xin Tian, Jiayi Ma
2018 J jnl
Context-Patch Face Hallucination Based on Thresholding Locality-constrained Representation and Reproducing Learning.
CoRR
Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Akiko Aizawa, Kiyoharu Aizawa
2018 A* conf
Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination.
IJCAI
Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma
2018 J jnl
Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination.
CoRR
Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma
2018 Misc conf
Feature Matching Based on Top K Rank Similarity.
ICASSP
Junjun Jiang, Qing Ma, Tao Lu, Zhongyuan Wang, Jiayi Ma
2018 J jnl
Guided Locality Preserving Feature Matching for Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens.
Jiayi Ma, Junjun Jiang, Huabing Zhou, Ji Zhao, Xiaojie Guo
2018 J jnl
Hyperspectral Image Classification With Discriminative Kernel Collaborative Representation and Tikhonov Regularization.
IEEE Geosci. Remote. Sens. Lett.
Yong Ma, Chang Li, Hao Li, Xiaoguang Mei, Jiayi Ma
2018 J jnl
Hyperspectral Image Classification in the Presence of Noisy Labels.
CoRR
Junjun Jiang, Jiayi Ma, Zheng Wang, Chen Chen, Xianming Liu
2018 J jnl
Image Deformation With Vector-Field Interpolation Based on MRLS-TPS.
IEEE Access
Huabing Zhou, Yuyu Kuang, Zhenghong Yu, Shiqiang Ren, Yanduo Zhang, Tao Lu, Jiayi Ma
2018 J jnl
Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Yansheng Li, Yongjun Zhang, Xin Huang, Hu Zhu, Jiayi Ma
2018 J jnl
Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Yansheng Li, Yongjun Zhang, Xin Huang, Jiayi Ma
2018 J jnl
NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction.
CoRR
Yuan Gao, Qi She, Jiayi Ma, Mingbo Zhao, Wei Liu, Alan L. Yuille
2018 J jnl
Nonuniformity Correction Based on Adaptive Sparse Representation Using Joint Local and Global Constraints Based Learning Rate.
IEEE Access
Zhe Liu, Yong Ma, Fan Fan, Jiayi Ma
2018 J jnl
Rectangular-Normalized Superpixel Entropy Index for Image Quality Assessment.
Entropy
Tao Lu, Jiaming Wang, Huabing Zhou, Junjun Jiang, Jiayi Ma, Zhongyuan Wang
2018 Misc conf
Residual Learning for Face Sketch Synthesis.
ICASSP
Junjun Jiang, Yi Yu, Zheng Wang, Jiayi Ma
2018 J jnl
Robust GBM hyperspectral image unmixing with superpixel segmentation based low rank and sparse representation.
Neurocomputing
Xiaoguang Mei, Yong Ma, Chang Li, Fan Fan, Jun Huang, Jiayi Ma
2018 J jnl
Robust feature matching via Gaussian field criterion for remote sensing image registration.
J. Real Time Image Process.
Qing Ma, Xu Du, Jiahao Wang, Yong Ma, Jiayi Ma
2018 J jnl
Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Haiyan Fan, Chang Li, Yulan Guo, Gangyao Kuang, Jiayi Ma
2018 J jnl
SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery.
CoRR
Junjun Jiang, Jiayi Ma, Chen Chen, Zhongyuan Wang, Zhihua Cai, Lizhe Wang
2018 J jnl
SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Junjun Jiang, Jiayi Ma, Chen Chen, Zhongyuan Wang, Zhihua Cai, Lizhe Wang
2018 J jnl
Urban Area Detection in Very High Resolution Remote Sensing Images Using Deep Convolutional Neural Networks.
Sensors
Tian Tian, Chang Li, Jinkang Xu, Jiayi Ma
2018 A* conf
Visual Homing via Guided Locality Preserving Matching.
ICRA
Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou, Yu Zhou, Zheng Wang, Xiaojie Guo
2017 A conf
A unified model for improving depth accuracy in kinect sensor.
ICME
Li Peng, Yanduo Zhang, Huabing Zhou, Deng Chen, Zhenghong Yu, Junjun Jiang, Jiayi Ma
2017 A conf
Context-patch based face hallucination via thresholding locality-constrained representation and reproducing learning.
ICME
Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Guo-Jun Qi, Akiko Aizawa
2017 J jnl
Feature guided Gaussian mixture model with semi-supervised EM and local geometric constraint for retinal image registration.
Inf. Sci.
Jiayi Ma, Junjun Jiang, Chengyin Liu, Yansheng Li
2017 A conf
Feature guided non-rigid image/surface deformation via moving least squares with manifold regularization.
ICME
Huabing Zhou, Jiayi Ma, Yanduo Zhang, Zhenghong Yu, Shiqiang Ren, Deng Chen
2017 J jnl
Hyperspectral image denoising with superpixel segmentation and low-rank representation.
Inf. Sci.
Fan Fan, Yong Ma, Chang Li, Xiaoguang Mei, Jun Huang, Jiayi Ma
2017 A* conf
Locality Preserving Matching.
IJCAI
Jiayi Ma, Ji Zhao, Hanqi Guo, Junjun Jiang, Huabing Zhou, Yuan Gao
2017 A* conf
Mutually Guided Image Filtering.
ACM Multimedia
Xiaojie Guo, Yu Li, Jiayi Ma
2017 J jnl
Noise Robust Face Image Super-Resolution Through Smooth Sparse Representation.
IEEE Trans. Cybern.
Junjun Jiang, Jiayi Ma, Chen Chen, Xinwei Jiang, Zheng Wang
2017 A* conf
Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization.
AAAI
Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou
2017 B conf
Non-rigid image deformation algorithm based on MRLS-TPS.
ICIP
Huabing Zhou, Yuyu Kuang, Zhenghong Yu, Shiqiang Ren, Anna Dai, Yanduo Zhang, Tao Lu, Jiayi Ma
2017 J jnl
Robust Image Feature Matching via Progressive Sparse Spatial Consensus.
IEEE Access
Yong Ma, Jiahao Wang, Huihui Xu, Shuaibin Zhang, Xiaoguang Mei, Jiayi Ma
2017 J jnl
Robust Sparse Hyperspectral Unmixing With ell
IEEE Trans. Geosci. Remote. Sens.
Yong Ma, Chang Li, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
2017 J jnl
Robust Topological Navigation via Convolutional Neural Network Feature and Sharpness Measure.
IEEE Access
Jiayi Ma, Ji Zhao
2017 J jnl
SRLSP: A Face Image Super-Resolution Algorithm Using Smooth Regression With Local Structure Prior.
IEEE Trans. Multim.
Junjun Jiang, Chen Chen, Jiayi Ma, Zheng Wang, Zhongyuan Wang, Ruimin Hu
2017 J jnl
Semi-Supervised Sparse Representation Based Classification for Face Recognition With Insufficient Labeled Samples.
IEEE Trans. Image Process.
Yuan Gao, Jiayi Ma, Alan L. Yuille
2017 J jnl
Single Image Super-Resolution via Locally Regularized Anchored Neighborhood Regression and Nonlocal Means.
IEEE Trans. Multim.
Junjun Jiang, Xiang Ma, Chen Chen, Tao Lu, Zhongyuan Wang, Jiayi Ma
2017 J jnl
Sparse Unmixing of Hyperspectral Data with Noise Level Estimation.
Remote. Sens.
Chang Li, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
2017 J jnl
Spatial-Aware Collaborative Representation for Hyperspectral Remote Sensing Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Junjun Jiang, Chen Chen, Yi Yu, Xinwei Jiang, Jiayi Ma
2017 A* conf
Statistical Inference of Gaussian-Laplace Distribution for Person Verification.
ACM Multimedia
Zheng Wang, Ruimin Hu, Yi Yu, Junjun Jiang, Jiayi Ma, Shin'ichi Satoh
2017 A conf
Visual homing by robust interpolation for sparse motion flow.
IROS
Ji Zhao, Jiayi Ma
2016 J jnl
A novel spatio-temporal saliency approach for robust dim moving target detection from airborne infrared image sequences.
Inf. Sci.
Yansheng Li, Yongjun Zhang, Jin-Gang Yu, Yihua Tan, Jinwen Tian, Jiayi Ma
2016 J jnl
An Infrared Small Target Detecting Algorithm Based on Human Visual System.
IEEE Geosci. Remote. Sens. Lett.
Jinhui Han, Yong Ma, Jun Huang, Xiaoguang Mei, Jiayi Ma
2016 J jnl
Facial Image Hallucination Through Coupled-Layer Neighbor Embedding.
IEEE Trans. Circuits Syst. Video Technol.
Junjun Jiang, Ruimin Hu, Zhongyuan Wang, Zhen Han, Jiayi Ma
2016 J jnl
GBM-Based Unmixing of Hyperspectral Data Using Bound Projected Optimal Gradient Method.
IEEE Geosci. Remote. Sens. Lett.
Chang Li, Yong Ma, Jun Huang, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
2016 J jnl
Hyperspectral Image Classification With Robust Sparse Representation.
IEEE Geosci. Remote. Sens. Lett.
Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
2016 J jnl
Hyperspectral Unmixing with Robust Collaborative Sparse Regression.
Remote. Sens.
Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
2016 B conf
Hyperspectral image denoising based on low-rank representation and superpixel segmentation.
ICIP
Jiayi Ma, Chang Li, Yong Ma, Zhongyuan Wang
2016 C conf
Hyperspectral image denoising with segmentation-based low rank representation.
VCIP
Jiayi Ma, Junjun Jiang, Chang Li
2016 J jnl
Image retrieval based on image-to-class similarity.
Pattern Recognit. Lett.
Jun Chen, Yong Wang, Linbo Luo, Jin-Gang Yu, Jiayi Ma
2016 J jnl
Infrared and visible image fusion using total variation model.
Neurocomputing
Yong Ma, Jun Chen, Chen Chen, Fan Fan, Jiayi Ma
2016 J jnl
Infrared and visible image fusion via gradient transfer and total variation minimization.
Inf. Fusion
Jiayi Ma, Chen Chen, Chang Li, Jun Huang
2016 C conf
Multimodal retinal image registration using edge map and feature guided Gaussian mixture model.
VCIP
Jiayi Ma, Junjun Jiang, Jun Chen, Chengyin Liu, Chang Li
2016 J jnl
Non-Rigid Point Set Registration by Preserving Global and Local Structures.
IEEE Trans. Image Process.
Jiayi Ma, Ji Zhao, Alan L. Yuille
2016 J jnl
Nonrigid Feature Matching for Remote Sensing Images via Probabilistic Inference With Global and Local Regularizations.
IEEE Geosci. Remote. Sens. Lett.
Huabing Zhou, Jiayi Ma, Changcai Yang, Sheng Sun, Renfeng Liu, Ji Zhao
2016 C conf
Object localization by density-based spatial clustering.
VCIP
Ya Lu, Ji Zhao, Jiayi Ma
2016 C conf
Registration of remote sensing images with non-rigid distortions.
IGARSS
Jiayi Ma, Jun Chen, Yong Ma
2016 A conf
Robust image matching via feature guided Gaussian mixture model.
ICME
Jiayi Ma, Junjun Jiang, Yuan Gao, Jun Chen, Chengyin Liu
2016 C conf
Robust sparse unmixing of hyperspectral data.
IGARSS
Yong Ma, Chang Li, Jiayi Ma
2016 J jnl
Semi-Supervised Sparse Representation Based Classification for Face Recognition with Insufficient Labeled Samples.
CoRR
Yuan Gao, Jiayi Ma, Alan L. Yuille
2016 C conf
Smooth sparse representation for noise robust face super-resolution.
VCIP
Junjun Jiang, Jiayi Ma, Chen Chen, Zhongyuan Wang, Tao Lu
2016 C conf
Sparse unmixing of hyperspectral data based on robust linear mixing model.
VCIP
Chang Li, Yong Ma, Yuan Gao, Zhongyuan Wang, Jiayi Ma
2015 J jnl
A Biologically-Inspired Framework for Contour Detection Using Superpixel-Based Candidates and Hierarchical Visual Cues.
Sensors
Xiao Sun, Ke Shang, Delie Ming, Jinwen Tian, Jiayi Ma
2015 J jnl
A Real-Time Infrared Ultra-Spectral Signature Classification Method via Spatial Pyramid Matching.
Sensors
Xiaoguang Mei, Yong Ma, Chang Li, Fan Fan, Jun Huang, Jiayi Ma
2015 J jnl
Density-based region search with arbitrary shape for object localisation.
IET Comput. Vis.
Ji Zhao, Deyu Meng, Jiayi Ma
2015 J jnl
Image Feature Matching via Progressive Vector Field Consensus.
IEEE Signal Process. Lett.
Jiayi Ma, Yong Ma, Ji Zhao, Jinwen Tian
2015 J jnl
Non-rigid point set registration via coherent spatial mapping.
Signal Process.
Jun Chen, Jiayi Ma, Changcai Yang, Li Ma, Sheng Zheng
2015 J jnl
Non-rigid visible and infrared face registration via regularized Gaussian fields criterion.
Pattern Recognit.
Jiayi Ma, Ji Zhao, Yong Ma, Jinwen Tian
2015 J jnl
Robust Feature Matching for Remote Sensing Image Registration via Locally Linear Transforming.
IEEE Trans. Geosci. Remote. Sens.
Jiayi Ma, Huabing Zhou, Ji Zhao, Yuan Gao, Junjun Jiang, Jinwen Tian
2015 J jnl
Robust L
IEEE Trans. Signal Process.
Jiayi Ma, Weichao Qiu, Ji Zhao, Yong Ma, Alan L. Yuille, Zhuowen Tu
2014 J jnl
A robust and outlier-adaptive method for non-rigid point registration.
Pattern Anal. Appl.
Yuan Gao, Jiayi Ma, Ji Zhao, Jinwen Tian, Dazhi Zhang
2014 J jnl
Density-Based Region Search with Arbitrary Shape for Object Localization.
CoRR
Ji Zhao, Deyu Meng, Jiayi Ma
2014 J jnl
Mismatch removal via coherent spatial relations.
J. Electronic Imaging
Jun Chen, Jiayi Ma, Changcai Yang, Jinwen Tian
2014 J jnl
MsLRR: A Unified Multiscale Low-Rank Representation for Image Segmentation.
IEEE Trans. Image Process.
Xiaobai Liu, Qian Xu, Jiayi Ma, Hai Jin, Yanduo Zhang
2014 J jnl
Robust Point Matching via Vector Field Consensus.
IEEE Trans. Image Process.
Jiayi Ma, Ji Zhao, Jinwen Tian, Alan L. Yuille, Zhuowen Tu
2013 — conf
LIPID: Local Image Permutation Interval Descriptor.
ICMLA (2)
Tian Tian, Ishwar K. Sethi, Delie Ming, Yun Zhang, Jiayi Ma
2013 J jnl
Nonrigid Image Deformation Using Moving Regularized Least Squares.
IEEE Signal Process. Lett.
Jiayi Ma, Ji Zhao, Jinwen Tian
2013 J jnl
Regularized vector field learning with sparse approximation for mismatch removal.
Pattern Recognit.
Jiayi Ma, Ji Zhao, Jinwen Tian, Xiang Bai, Zhuowen Tu
2013 A* conf
Robust Estimation of Nonrigid Transformation for Point Set Registration.
CVPR
Jiayi Ma, Ji Zhao, Jinwen Tian, Zhuowen Tu, Alan L. Yuille
2012 B conf
Mismatch removal via coherent spatial mapping.
ICIP
Jiayi Ma, Ji Zhao, Yu Zhou, Jinwen Tian
2011 A* conf
A robust method for vector field learning with application to mismatch removing.
CVPR
Ji Zhao, Jiayi Ma, Jinwen Tian, Jie Ma, Dazhi Zhang