Jinchang Ren

310 papers A 4B 5C 9Misc 3Journal 220Unranked 64
YearRankTypeTitle / Venue / Authors
2026 J jnl
AutoFPDesigner: Automated Flight Procedure Design Based on Multi-Agent Large Language Model.
IEEE Trans. Intell. Transp. Syst.
Longtao Zhu, Hongyu Yang, Ge Song, Xin Ma, Yanxin Zhang, Yulong Ji, Jinchang Ren
2026 J jnl
Cas-OVD: Cascaded Open-Vocabulary Detection of Small Objects Using Multi-Refined Region Proposal Network in Autonomous Driving.
IEEE Trans. Multim.
Zhenyu Fang, Yulong Wu, Jinchang Ren, Jiangbin Zheng, Yijun Yan, Lixiang Zhang
2026 J jnl
Continual face forgery detection based on relation-aware spatial-frequency interaction aggregation and contrastive learning.
Pattern Recognit.
Yanzhi Xu, Jinchang Ren, Aiqing Fang, Muhammad Irfan, Jiangbin Zheng
2026 J jnl
GCMNet: A global context Mamba network for long-term time series forecasting.
Pattern Recognit.
Xiangsen Liu, Jinchang Ren, Hongming Zhang, Erlei Zhang
2026 J jnl
Hyperspectral Imaging and Machine Learning for Non-Destructive Phenolic Compounds Measurement in Peat Toward Smart Whisky Manufacturing.
IEEE Trans. Ind. Informatics
Yijun Yan, Jinchang Ren, Barry Harrison, Oliver Lewis, Emanuele Trucco, Guofang Wang, Yi Ma, Yutang Ma
2026 J jnl
Multiobject Tracking in Satellite Videos With Multiperception Fusion and Gaussian Process Regression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuqi Wu, Donglin Xue, Haijiang Sun, Jinchang Ren, Qiaoyuan Liu, Xiaowen Zhang
2026 J jnl
Physics-Guided Neural Radiance Fields for Forward-Looking Sonar Imaging.
IEEE Signal Process. Lett.
Cao Huang, Jinchang Ren, Hongyu Yang, Yulong Ji
2025 J jnl
AFCMS-Net: Adaptive feature coupling and multi-level supervision network for effective image forgery localization.
Knowl. Based Syst.
Yanzhi Xu, Jinchang Ren, Aiqing Fang, Muhammad Irfan, Jiangbin Zheng
2025 — ed.
Advances in Brain Inspired Cognitive Systems - 14th International Conference, BICS 2024, Hefei, China, December 6-8, 2024, Proceedings, Part I
BICS (1)
Amir Hussain, Bo Jiang, Jinchang Ren, Mufti Mahmud, Erfu Yang, Aihua Zheng, Chenglong Li, Shuqiang Wang, Zhi Gao, Zhicheng Zhao
2025 — ed.
Advances in Brain Inspired Cognitive Systems - 14th International Conference, BICS 2024, Hefei, China, December 6-8, 2024, Proceedings, Part II
BICS (2)
Amir Hussain, Bo Jiang, Jinchang Ren, Mufti Mahmud, Erfu Yang, Aihua Zheng, Chenglong Li, Shuqiang Wang, Zhi Gao, Zhicheng Zhao
2025 J jnl
Aligning local features from multi-view (ALFM): A hybrid self-Supervised framework for object detection via contextual distillation and global representation learning.
Knowl. Based Syst.
Zhenyu Fang, Zhuowei Wang, Jinchang Ren, Jiangbin Zheng, Rongjun Chen, Huimin Zhao
2025 J jnl
An Attention Architecture With Twice Attention Convolution and Simplified Transformer for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Xuejiao Liao, Fangyuan Lei, Xun Liu, Li Guo, Alex Hay-Man Ng, Jinchang Ren
2025 J jnl
Binary Quantization Vision Transformer for Effective Segmentation of Red Tide in Multispectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Yefan Xie, Xuan Hou, Jinchang Ren, Xinchao Zhang, Chengcheng Ma, Jiangbin Zheng
2025 J jnl
Blind Super-Resolution Based on Interframe Information Compensation for Satellite Video.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongliang Chang, Haijiang Sun, Jinchang Ren, Qiaoyuan Liu, Xiaowen Zhang
2025 J jnl
Blind sonar image quality assessment via machine learning: Leveraging micro- and macro-scale texture and contour features in the wavelet domain.
Eng. Appl. Artif. Intell.
Hamidreza Farhadi Tolie, Jinchang Ren, Rongjun Chen, Huimin Zhao, Eyad Elyan
2025 J jnl
ChangeDA: Depth-Augmented Multitask Network for Remote Sensing Change Detection via Differential Analysis.
IEEE Trans. Geosci. Remote. Sens.
Jiangtao Meng, Xinying Xu, Zhe Zhang, Pengyue Li, Gang Xie, Jinchang Ren, Yuxuan Zheng
2025 J jnl
Dual Teacher: Improving the Reliability of Pseudo Labels for Semi-Supervised Oriented Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhenyu Fang, Jinchang Ren, Jiangbin Zheng, Rongjun Chen, Huimin Zhao
2025 J jnl
Dual-Branch Pre-activation Bottleneck Transformer for Face Forgery Detection.
Cogn. Comput.
Kaihan Lin, Jujian Lv, Huimin Zhao, Jinchang Ren, Shudong Li, Weihong Han, Jia Wen Li, Zhaoquan Gu
2025 J jnl
Entropy guidance hierarchical rich-scale feature network for remote sensing image semantic segmentation of high resolution.
Appl. Intell.
Haoxue Zhang, Linjuan Li, Xinlin Xie, Yun He, Jinchang Ren, Gang Xie
2025 J jnl
Eye state detection based on feature fusion and attention single-shot multi-box detector.
Vis. Comput.
Weikun Dai, Jianbin Xiong, Xiangjun Dong, Qi Wang, Jianxiang Yang, Wulue Zhang, Qianguang Zhang, Jing Wang, Jinchang Ren
2025 J jnl
Frequency-Domain Guided Swin Transformer and Global-Local Feature Integration for Remote Sensing Images Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Haoxue Zhang, Gang Xie, Linjuan Li, Xinlin Xie, Jinchang Ren
2025 J jnl
FusDreamer: Label-Efficient Remote Sensing World Model for Multimodal Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Jinping Wang, Weiwei Song, Hao Chen, Jinchang Ren, Huimin Zhao
2025 J jnl
FusDreamer: Label-efficient Remote Sensing World Model for Multimodal Data Classification.
CoRR
Jinping Wang, Weiwei Song, Hao Chen, Jinchang Ren, Huimin Zhao
2025 J jnl
GASSM: Global attention and state space model based end-to-end hyperspectral change detection.
J. Frankl. Inst.
Yinhe Li, Jinchang Ren, Hang Fu, Genyun Sun
2025 J jnl
GLVMamba: A Global-Local Visual State-Space Model for Remote Sensing Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Huihui Li, Huajian Pan, Xiaoyong Liu, Jinchang Ren, Zhiguo Du, Jingjing Cao
2025 J jnl
GaitBranch: A multi-branch refinement model combined with frame-channel attention mechanism for gait recognition.
Comput. Vis. Image Underst.
Huakang Li, Yidan Qiu, Huimin Zhao, Jin Zhan, Rongjun Chen, Jinchang Ren, Ying Gao, Wing W. Y. Ng
2025 J jnl
Gf-former: an accurate UAV-based remote sensing image network for high-precision automatic segmentation of ground fissures in mining regions.
Int. J. Mach. Learn. Cybern.
Jiangtao Meng, Xinying Xu, Pengyue Li, Zhe Zhang, Wenjing Zhao, Jinchang Ren, Yuchen Li
2025 J jnl
Hyperspectral imagery quality assessment and band reconstruction using the prophet model.
CAAI Trans. Intell. Technol.
Ping Ma, Jinchang Ren, Zhi Gao, Yinhe Li, Rongjun Chen
2025 J jnl
ICSF: Integrating Inter-Modal and Cross-Modal Learning Framework for Self-Supervised Heterogeneous Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Erlei Zhang, He Zong, Xinyu Li, Mingchen Feng, Jinchang Ren
2025 J jnl
LKVHAN: Multiscale Large Kernel Vertical-Horizontal Attention Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xun Liu, Alex Hay-Man Ng, Xuejiao Liao, Fangyuan Lei, Jinchang Ren, Linlin Ge
2025 J jnl
Large-scale cross-modal hashing via Kolmogorov-Arnold representation theorem and optimal transport.
Knowl. Based Syst.
Rongjun Chen, Chengsi Yao, Xianxian Zeng, Yongzhi Ma, Jun Yuan, Jia Wen Li, Huimin Zhao, Xu Lu, Jinchang Ren
2025 J jnl
Learn From Past to Future: Exploiting Self-Training and Curriculum Learning in Remote Sensing Class-Incremental Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Ruimin Ren, Hongbo Zhao, Yiran Wang, Shuchang Lyu, Guangbiao Wang, Guangliang Cheng, Qi Zhao, Jinchang Ren
2025 J jnl
Low-Rank and Sparse Representation Meet Deep Unfolding: A New Interpretable Network for Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Chengle Zhou, Zhi He, Jian Dong, Yunfei Li, Jinchang Ren, Antonio Plaza
2025 Misc conf
MDDNet: Multilevel Difference-Enhanced Denoise Network for Unsupervised Change Detection in SAR Images.
ICASSP
He Zong, Erlei Zhang, Xinyu Li, Hongming Zhang, Jinchang Ren
2025 J jnl
MSLKCNN: A Simple and Powerful Multiscale Large Kernel CNN for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xun Liu, Alex Hay-Man Ng, Fangyuan Lei, Jinchang Ren, Li Guo, Zheyuan Du
2025 J jnl
OS-HGAdapter: Open Semantic Hypergraph Adapter for Large Language Models Assisted Entropy-Enhanced Image-Text Alignment.
CoRR
Rongjun Chen, Chengsi Yao, Jinchang Ren, Xianxian Zeng, Peixian Wang, Jun Yuan, Jia Wen Li, Huimin Zhao, Xu Lu
2025 J jnl
Prototype-Guided Spatial-Spectral Interaction Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Xi Cheng, Chenhao Wang, Yu Huo, Min Zhang, Hai Wang, Jinchang Ren
2025 J jnl
Unsupervised Domain Adaptation for VHR Urban Scene Segmentation via Prompted Foundation Model-Based Hybrid Training Joint-Optimized Network.
IEEE Trans. Geosci. Remote. Sens.
Shuchang Lyu, Qi Zhao, Yaxuan Sun, Guangliang Cheng, Yiwei He, Guangbiao Wang, Jinchang Ren, Zhenwei Shi
2025 J jnl
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook.
CoRR
Muyi Bao, Shuchang Lyu, Zhaoyang Xu, Huiyu Zhou, Jinchang Ren, Shiming Xiang, Xiangtai Li, Guangliang Cheng
2024 — conf
A Novel Thermal Imaging and Machine Learning Based Privacy Preserving Framework for Efficient Space Allocation, Utilisation and Management.
BICS (2)
Maria Bruevich, Nilupulee A. Gunathilake, Mandar Gogate, Adeel Hussain, Bin Luo, Jinchang Ren, Amir Hussain, Fengling Jiang, Kia Dashtipour
2024 J jnl
ABBD: Accumulated Band-Wise Binary Distancing for Unsupervised Parameter-Free Hyperspectral Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yinhe Li, Jinchang Ren, Yijun Yan, Ping Ma, Maher Assaad, Zhi Gao
2024 — ed.
Advances in Brain Inspired Cognitive Systems - 13th International Conference, BICS 2023, Kuala Lumpur, Malaysia, August 5-6, 2023, Proceedings
BICS
Jinchang Ren, Amir Hussain, Iman Yi Liao, Rongjun Chen, Kaizhu Huang, Huimin Zhao, Xiaoyong Liu, Ping Ma, Thomas Maul
2024 J jnl
DICAM: Deep Inception and Channel-wise Attention Modules for underwater image enhancement.
Neurocomputing
Hamidreza Farhadi Tolie, Jinchang Ren, Eyad Elyan
2024 J jnl
Detection-Driven Exposure-Correction Network for Nighttime Drone-View Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Yue Xi, Wenjing Jia, Qiguang Miao, Junmei Feng, Jinchang Ren, Heng Luo
2024 — conf
Effective Gas Classification Using Singular Spectrum Analysis and Random Forest in Electronic Nose Applications.
BICS (2)
Yuntao Wu, Jinchang Ren, Rongjun Chen, Huimin Zhao, Amir Hussain
2024 — conf
Enrich, Distill and Fuse: Generalized Few-Shot Semantic Segmentation in Remote Sensing Leveraging Foundation Model's Assistance.
CVPR Workshops
Tianyi Gao, Wei Ao, Xing-ao Wang, Yuanhao Zhao, Ping Ma, Mengjie Xie, Hang Fu, Jinchang Ren, Zhi Gao
2024 J jnl
FACT: Feature Adaptive Continual-learning Tracker for Multiple Object Tracking.
CoRR
Rongzihan Song, Zhenyu Weng, Huiping Zhuang, Jinchang Ren, Yongming Chen, Zhiping Lin
2024 J jnl
Feature Aggregation and Region-Aware Learning for Detection of Splicing Forgery.
IEEE Signal Process. Lett.
Yanzhi Xu, Jiangbin Zheng, Jinchang Ren, Aiqing Fang
2024 J jnl
HDMba: Hyperspectral Remote Sensing Imagery Dehazing with State Space Model.
CoRR
Hang Fu, Genyun Sun, Yinhe Li, Jinchang Ren, Aizhu Zhang, Cheng Jing, Pedram Ghamisi
2024 J jnl
High-Resolution Remote Sensing Image Change Detection Based on Fourier Feature Interaction and Multiscale Perception.
IEEE Trans. Geosci. Remote. Sens.
Yongqi Chen, Shou Feng, Chunhui Zhao, Nan Su, Wei Li, Ran Tao, Jinchang Ren
2024 — conf
Human Disease Prediction Based on Symptoms Using Novel Machine Learning.
BICS (2)
Ibukunoluwa Oluwabusayo Efunwoye, Mandar Gogate, Adeel Hussain, Bin Luo, Jinchang Ren, Fengling Jiang, Amir Hussain, Kia Dashtipour
2024 — conf
In-Depth Evaluation and Analysis of Hyperspectral Unmixing Algorithms with Cognitive Models.
BICS (2)
Shunan Deng, Jinchang Ren, Rongjun Chen, Huimin Zhao, Amir Hussain
2024 J jnl
Non-Destructive Peat Analysis using Hyperspectral Imaging and Machine Learning.
CoRR
Yijun Yan, Jinchang Ren, Barry Harrison, Oliver Lewis, Yinhe Li, Ping Ma
2024 J jnl
Nondestructive Quantitative Measurement for Precision Quality Control in Additive Manufacturing Using Hyperspectral Imagery and Machine Learning.
IEEE Trans. Ind. Informatics
Yijun Yan, Jinchang Ren, He Sun, Robert Williams
2024 J jnl
PWDformer: Deformable transformer for long-term series forecasting.
Pattern Recognit.
Zheng Wang, Haowei Ran, Jinchang Ren, Meijun Sun
2024 J jnl
Prompting-to-Distill Semantic Knowledge for Few-Shot Learning.
IEEE Geosci. Remote. Sens. Lett.
Hong Ji, Zhi Gao, Jinchang Ren, Xing-ao Wang, Tianyi Gao, Wenbo Sun, Ping Ma
2024 J jnl
SSA-LHCD: A Singular Spectrum Analysis-Driven Lightweight Network with 2-D Self-Attention for Hyperspectral Change Detection.
Remote. Sens.
Yinhe Li, Jinchang Ren, Yijun Yan, Genyun Sun, Ping Ma
2024 J jnl
Siamese Residual Neural Network for Musical Shape Evaluation in Piano Performance Assessment.
CoRR
Xiaoquan Li, Stephan Weiss, Yijun Yan, Yinhe Li, Jinchang Ren, John J. Soraghan, Ming Gong
2024 C conf
Sparse Autoencoder Based Hyperspectral Anomaly Detection with the Singular Spectrum Analysis Based Spectral Denoising.
IGARSS
Yinhe Li, Jinchang Ren, Zhi Gao, Genyun Sun
2024 — conf
TR-LDA: An Improved Potential Topic Recognition Model.
BICS (2)
Anzhen Li, Shufan Qing, Weijie Qin, Liwen Qin, Jiawei Zhang, Meilin Shi, Jinchang Ren, Mingchen Feng
2024 J jnl
Two-Click-Based Fast Small Object Annotation in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lu Lei, Zhenyu Fang, Jinchang Ren, Paolo Gamba, Jiangbin Zheng, Huimin Zhao
2023 J jnl
A Music Cognition-Guided Framework for Multi-pitch Estimation.
Cogn. Comput.
Xiaoquan Li, Yijun Yan, John J. Soraghan, Zheng Wang, Jinchang Ren
2023 J jnl
A Novel Gradient-guided Post-processing Method for Adaptive Image Steganography.
Signal Process.
Guoliang Xie, Jinchang Ren, Stephen Marshall, Huimin Zhao, Rui Li
2023 J jnl
Attention Mechanism Enhanced Multi-layer Edge Perception Network for Deep Semantic Medical Segmentation.
Cogn. Comput.
Meijun Sun, Pengfei Li, Jinchang Ren, Zheng Wang
2023 J jnl
CBANet: An End-to-End Cross-Band 2-D Attention Network for Hyperspectral Change Detection in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens.
Yinhe Li, Jinchang Ren, Yijun Yan, Qiaoyuan Liu, Ping Ma, Andrei Petrovski, Haijiang Sun
2023 J jnl
Contour extraction of medical images using an attention-based network.
Biomed. Signal Process. Control.
Jujian Lv, Hao Yuan Chen, Jia Wen Li, Kai Han Lin, Rongjun Chen, Lei Jun Wang, Xianxian Zeng, Jinchang Ren, Huimin Zhao
2023 J jnl
Early detection of citrus anthracnose caused by
Comput. Electron. Agric.
Yu Tang, Jiepeng Yang, Jiajun Zhuang, Chaojun Hou, Aimin Miao, Jinchang Ren, Huasheng Huang, Zhiping Tan, Jitendra Paliwal
2023 J jnl
H-RNet: Hybrid Relation Network for Few-Shot Learning-Based Hyperspectral Image Classification.
Remote. Sens.
Xiaoyong Liu, Ziyang Dong, Huihui Li, Jinchang Ren, Huimin Zhao, Hao Li, Weiqi Chen, Zhanhao Xiao
2023 — conf
HRMOT: Two-Step Association Based Multi-object Tracking in Satellite Videos Enhanced by High-Resolution Feature Fusion.
BICS
Yuqi Wu, Xiaowen Zhang, Qiaoyuan Liu, Donglin Xue, Haijiang Sun, Jinchang Ren
2023 J jnl
IR-Capsule: Two-Stream Network for Face Forgery Detection.
Cogn. Comput.
Kaihan Lin, Weihong Han, Shudong Li, Zhaoquan Gu, Huimin Zhao, Jinchang Ren, Li Zhu, Jujian Lv
2023 — conf
Image Enhancement for UAV Visual SLAM Applications: Analysis and Evaluation.
BICS
Yikun Tian, Hong Yue, Jinchang Ren
2023 J jnl
Large Kernel Spectral and Spatial Attention Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Genyun Sun, Zhaojie Pan, Aizhu Zhang, Xiuping Jia, Jinchang Ren, Hang Fu, Kai Yan
2023 J jnl
MCCFNet: Multi-channel Color Fusion Network For Cognitive Classification of Traditional Chinese Paintings.
Cogn. Comput.
Jing Geng, Xin Zhang, Yijun Yan, Meijun Sun, Huiyuan Zhang, Maher Assaad, Jinchang Ren, Xiaoquan Li
2023 — conf
MLM-LSTM: Multi-layer Memory Learning Framework Based on LSTM for Hyperspectral Change Detection.
BICS
Yinhe Li, Yijun Yan, Jinchang Ren, Qiaoyuan Liu, Haijiang Sun
2023 J jnl
Multiscale Diff-Changed Feature Fusion Network for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Fulin Luo, Tianyuan Zhou, Jiamin Liu, Tan Guo, Xiuwen Gong, Jinchang Ren
2023 J jnl
Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Ping Ma, Jinchang Ren, Genyun Sun, Huimin Zhao, Xiuping Jia, Yijun Yan, Jaime Zabalza
2023 J jnl
PCA-Domain Fused Singular Spectral Analysis for Fast and Noise-Robust Spectral-Spatial Feature Mining in Hyperspectral Classification.
IEEE Geosci. Remote. Sens. Lett.
Yijun Yan, Jinchang Ren, Qiaoyuan Liu, Huimin Zhao, Haijiang Sun, Jaime Zabalza
2023 J jnl
PSSA: PCA-Domain Superpixelwise Singular Spectral Analysis for Unsupervised Hyperspectral Image Classification.
Remote. Sens.
Qiaoyuan Liu, Donglin Xue, Yanhui Tang, Yongxian Zhao, Jinchang Ren, Haijiang Sun
2023 J jnl
Rapid Detection of Multi-QR Codes Based on Multistage Stepwise Discrimination and a Compressed MobileNet.
IEEE Internet Things J.
Rongjun Chen, Hongxing Huang, Yongxing Yu, Jinchang Ren, Peixian Wang, Huimin Zhao, Xu Lu
2023 — conf
Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies.
BICS
Md Junayed Hasan, Eyad Elyan, Yijun Yan, Jinchang Ren, Md. Mostafa Kamal Sarker
2023 J jnl
Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies.
CoRR
Md Junayed Hasan, Eyad Elyan, Yijun Yan, Jinchang Ren, Md. Mostafa Kamal Sarker
2023 J jnl
Self-attention enhanced deep residual network for spatial image steganalysis.
Digit. Signal Process.
Guoliang Xie, Jinchang Ren, Stephen Marshall, Huimin Zhao, Rui Li, Rongjun Chen
2023 — conf
Siamese Residual Neural Network for Musical Shape Evaluation in Piano Performance Assessment.
EUSIPCO
Xiaoquan Li, Stephan Weiss, Yijun Yan, Yinhe Li, Jinchang Ren, John J. Soraghan, Ming Gong
2023 J jnl
Tensor Singular Spectrum Analysis for 3-D Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Hang Fu, Genyun Sun, Aizhu Zhang, Baojie Shao, Jinchang Ren, Xiuping Jia
2023 — conf
Underwater Object Detection for Smooth and Autonomous Operations of Naval Missions: A Pilot Dataset.
BICS
Yijun Yan, Yinhe Li, Hanhe Lin, Md. Mostafa Kamal Sarker, Jinchang Ren, John McCall
2022 J jnl
A Novel Band Selection and Spatial Noise Reduction Method for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hang Fu, Aizhu Zhang, Genyun Sun, Jinchang Ren, Xiuping Jia, Zhaojie Pan, Hongzhang Ma
2022 J jnl
A Novel Multi-Stage Residual Feature Fusion Network for Detection of COVID-19 in Chest X-Ray Images.
IEEE Trans. Mol. Biol. Multi Scale Commun.
Zhenyu Fang, Jinchang Ren, Calum MacLellan, Huihui Li, Huimin Zhao, Amir Hussain, Giancarlo Fortino
2022 J jnl
A Novel Robust Low-rank Multi-view Diversity Optimization Model with Adaptive-Weighting Based Manifold Learning.
Pattern Recognit.
Junpeng Tan, Zhijing Yang, Jinchang Ren, Bing Wang, Yongqiang Cheng, Wing-Kuen Ling
2022 J jnl
Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection.
IEEE Trans. Cybern.
He Sun, Jinchang Ren, Huimin Zhao, Genyun Sun, Wenzhi Liao, Zhenyu Fang, Jaime Zabalza
2022 J jnl
An Approach to Emotion Recognition Using Brain Rhythm Sequencing and Asymmetric Features.
Cogn. Comput.
Jia Wen Li, Rongjun Chen, Shovan Barma, Fei Chen, Sio-Hang Pun, Peng Un Mak, Lei Jun Wang, Xianxian Zeng, Jinchang Ren, Huimin Zhao
2022 J jnl
An Artificial Neural Network Algorithm to Retrieve Chlorophyll a for Northwest European Shelf Seas from Top of Atmosphere Ocean Colour Reflectance.
Remote. Sens.
Madjid Hadjal, Encarni Medina-Lopez, Jinchang Ren, Alejandro Gallego, David McKee
2022 J jnl
An Unsupervised Domain Adaptation Method Towards Multi-Level Features and Decision Boundaries for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chunhui Zhao, Boao Qin, Shou Feng, Wenxiang Zhu, Lifu Zhang, Jinchang Ren
2022 J jnl
Bayesian Gravitation-Based Classification for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Aizhu Zhang, Genyun Sun, Zhaojie Pan, Jinchang Ren, Xiuping Jia, Chenglong Zhang, Hang Fu, Yanjuan Yao
2022 B conf
Crowdsourced Quality Assessment of Enhanced Underwater Images - a Pilot Study.
QoMEX
Hanhe Lin, Hui Men, Yijun Yan, Jinchang Ren, Dietmar Saupe
2022 J jnl
DRIN: Deep Recurrent Interaction Network for click-through rate prediction.
Inf. Sci.
Jun Xie, Zhao Xudong, Xinying Xu, Xiaoxia Han, Jinchang Ren, Li Xingbing
2022 J jnl
DRL-RNP: Deep Reinforcement Learning-Based Optimized RNP Flight Procedure Execution.
Sensors
Longtao Zhu, Jinlin Wang, Yi Wang, Yulong Ji, Jinchang Ren
2022 J jnl
Effective extraction of ventricles and myocardium objects from cardiac magnetic resonance images with a multi-task learning U-Net.
Pattern Recognit. Lett.
Jinchang Ren, He Sun, Huimin Zhao, Hao Gao, Calum MacLellan, Sophia Zhao, Xiaoyu Luo
2022 J jnl
Fusion of PCA and Segmented-PCA Domain Multiscale 2-D-SSA for Effective Spectral-Spatial Feature Extraction and Data Classification in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Hang Fu, Genyun Sun, Jinchang Ren, Aizhu Zhang, Xiuping Jia
2022 J jnl
MVVA-Net: a Video Aesthetic Quality Assessment Network with Cognitive Fusion of Multi-type Feature-Based Strong Generalization.
Cogn. Comput.
Min Li, Zheng Wang, Jinchang Ren, Meijun Sun
2022 J jnl
Multi-sourced sensing and support vector machine classification for effective detection of fire hazard in early stage.
Comput. Electr. Eng.
Siyuan Chen, Jinchang Ren, Yijun Yan, Meijun Sun, Fuyuan Hu, Huimin Zhao
2022 J jnl
Multiscale Spatial Fusion and Regularization Induced Unsupervised Auxiliary Task CNN Model for Deep Super-Resolution of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Viet Khanh Ha, Jinchang Ren, Zheng Wang, Genyun Sun, Huimin Zhao, Stephen Marshall
2022 J jnl
Multiscale voting mechanism for rice leaf disease recognition under natural field conditions.
Int. J. Intell. Syst.
Yu Tang, Jinfei Zhao, Huasheng Huang, Jiajun Zhuang, Zhiping Tan, Chaojun Hou, Weizhao Chen, Jinchang Ren
2022 J jnl
Non-Destructive Testing of Composite Fiber Materials With Hyperspectral Imaging - Evaluative Studies in the EU H2020 FibreEUse Project.
IEEE Trans. Instrum. Meas.
Yijun Yan, Jinchang Ren, Huan Zhao, James F. C. Windmill, Winifred Ijomah, Jesper de Wit, Justus von Freeden
2022 J jnl
Nondestructive Quality Control in Powder Metallurgy using Hyperspectral Imaging.
CoRR
Yijun Yan, Jinchang Ren, He Sun
2022 J jnl
Novel Gumbel-Softmax Trick Enabled Concrete Autoencoder With Entropy Constraints for Unsupervised Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens.
He Sun, Jinchang Ren, Huimin Zhao, Peter W. T. Yuen, Julius Tschannerl
2022 J jnl
Novel hyperbolic clustering-based band hierarchy (HCBH) for effective unsupervised band selection of hyperspectral images.
Pattern Recognit.
He Sun, Lei Zhang, Jinchang Ren, Hua Huang
2022 J jnl
Object-Based Attention Mechanism for Color Calibration of UAV Remote Sensing Images in Precision Agriculture.
IEEE Trans. Geosci. Remote. Sens.
Huasheng Huang, Yu Tang, Zhiping Tan, Jiajun Zhuang, Chaojun Hou, Weizhao Chen, Jinchang Ren
2022 J jnl
PS-Net: Progressive Selection Network for Salient Object Detection.
Cogn. Comput.
Jianyi Ren, Zheng Wang, Jinchang Ren
2022 J jnl
SAM-Net: Semantic probabilistic and attention mechanisms of dynamic objects for self-supervised depth and camera pose estimation in visual odometry applications.
Pattern Recognit. Lett.
Binchao Yang, Xinying Xu, Jinchang Ren, Lan Cheng, Lei Guo, Zhe Zhang
2022 J jnl
SC2Net: A Novel Segmentation-Based Classification Network for Detection of COVID-19 in Chest X-Ray Images.
IEEE J. Biomed. Health Informatics
Huimin Zhao, Zhenyu Fang, Jinchang Ren, Calum MacLellan, Yong Xia, Shuo Li, Meijun Sun, Kevin Ren
2022 J jnl
SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image.
IEEE Trans. Cybern.
Genyun Sun, Hang Fu, Jinchang Ren, Aizhu Zhang, Jaime Zabalza, Xiuping Jia, Huimin Zhao
2022 J jnl
Spectral-Spatial Self-Attention Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xuming Zhang, Genyun Sun, Xiuping Jia, Lixin Wu, Aizhu Zhang, Jinchang Ren, Hang Fu, Yanjuan Yao
2022 J jnl
Superpixel Nonlocal Weighting Joint Sparse Representation for Hyperspectral Image Classification.
Remote. Sens.
Aizhu Zhang, Zhaojie Pan, Hang Fu, Genyun Sun, Jun Rong, Jinchang Ren, Xiuping Jia, Yanjuan Yao
2022 — conf
TransSLC: Skin Lesion Classification in Dermatoscopic Images Using Transformers.
MIUA
Md. Mostafa Kamal Sarker, Carlos Francisco Moreno-García, Jinchang Ren, Eyad Elyan
2021 J jnl
A New Cost Function for Spatial Image Steganography Based on 2D-SSA and WMF.
IEEE Access
Guoliang Xie, Jinchang Ren, Stephen Marshall, Huimin Zhao, Huihui Li
2021 J jnl
A framework for breast cancer classification using Multi-DCNNs.
Comput. Biol. Medicine
Dina Ahmed Ragab, Omneya Attallah, Maha A. Sharkas, Jinchang Ren, Stephen Marshall
2021 J jnl
DRL-GAN: Dual-Stream Representation Learning GAN for Low-Resolution Image Classification in UAV Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yue Xi, Wenjing Jia, Jiangbin Zheng, Xiaochen Fan, Yefan Xie, Jinchang Ren, Xiangjian He
2021 J jnl
Detection of the Deep-Sea Plankton Community in Marine Ecosystem with Underwater Robotic Platform.
Sensors
Jiaxing Wang, Mingqiang Yang, Zhongjun Ding, Qinghe Zheng, Deqiang Wang, Kidiyo Kpalma, Jinchang Ren
2021 J jnl
EACOFT: An energy-aware correlation filter for visual tracking.
Pattern Recognit.
Qiaoyuan Liu, Jinchang Ren, Yuru wang, Yuanbo Wu, Haijiang Sun, Huimin Zhao
2021 J jnl
Editorial: Special Issue on Recent Advances in Cognitive Learning and Data Analysis.
Cogn. Comput.
Jinchang Ren, Amir Hussain, Jiangbin Zheng, Cheng-Lin Liu, Bin Luo
2021 J jnl
Fast Blind Deblurring of QR Code Images Based on Adaptive Scale Control.
Mob. Networks Appl.
Rongjun Chen, Zhijun Zheng, Junfeng Pan, Yongxing Yu, Huimin Zhao, Jinchang Ren
2021 J jnl
Folded LDA: Extending the Linear Discriminant Analysis Algorithm for Feature Extraction and Data Reduction in Hyperspectral Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Samson Damilola Fabiyi, Paul Murray, Jaime Zabalza, Jinchang Ren
2021 J jnl
Fusion of Infrared and Visible Images for Remote Detection of Low-Altitude Slow-Speed Small Targets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haijiang Sun, Qiaoyuan Liu, Jiacheng Wang, Jinchang Ren, Yanfeng Wu, Huimin Zhao, Huakang Li
2021 J jnl
Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Suha Tuna, Behçet Ugur Töreyin, Metin Demiralp, Jinchang Ren, Huimin Zhao, Stephen Marshall
2021 J jnl
MTFFNet: a Multi-task Feature Fusion Framework for Chinese Painting Classification.
Cogn. Comput.
Wei Jiang, Xiaoyu Wang, Jinchang Ren, Sen Li, Meijun Sun, Zheng Wang, Jesse S. Jin
2021 J jnl
Multi-segment Majority Voting Decision Fusion for MI EEG Brain-Computer Interfacing.
Cogn. Comput.
Natasha Padfield, Jinchang Ren, Chunmei Qing, Paul Murray, Huimin Zhao, Jiangbin Zheng
2021 J jnl
Multiscale 2-D Singular Spectrum Analysis and Principal Component Analysis for Spatial-Spectral Noise-Robust Feature Extraction and Classification of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ping Ma, Jinchang Ren, Huimin Zhao, Genyun Sun, Paul Murray, Jiangbin Zheng
2021 J jnl
Nondestructive Phenolic Compounds Measurement and Origin Discrimination of Peated Barley Malt Using Near-Infrared Hyperspectral Imagery and Machine Learning.
IEEE Trans. Instrum. Meas.
Yijun Yan, Jinchang Ren, Julius Tschannerl, Huimin Zhao, Barry Harrison, Frances Jack
2021 J jnl
Nondestructive Testing of Composite Fibre Materials with Hyperspectral Imaging : Evaluative Studies in the EU H2020 FibreEUse Project.
CoRR
Yijun Yan, Jinchang Ren, Huan Zhao, James F. C. Windmill, Winifred Ijomah, Jesper de Wit, Justus von Freeden
2021 J jnl
Sparse learning of band power features with genetic channel selection for effective classification of EEG signals.
Neurocomputing
Natasha Padfield, Jinchang Ren, Paul Murray, Huimin Zhao
2021 J jnl
Texture-Sensitive Superpixeling and Adaptive Thresholding for Effective Segmentation of Sea Ice Floes in High-Resolution Optical Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yanmei Chai, Jinchang Ren, Byongjun Hwang, Jian Wang, Dan Fan, Yijun Yan, Shiwei Zhu
2021 J jnl
Topological optimization of the DenseNet with pretrained-weights inheritance and genetic channel selection.
Pattern Recognit.
Zhenyu Fang, Jinchang Ren, Stephen Marshall, Huimin Zhao, Song Wang, Xuelong Li
2020 C conf
2D-SSA Based Multiscale Feature Fusion for Feature Extraction and Data Classification in Hyperspectral Imagery.
IGARSS
Hang Fu, Genyun Sun, Jinchang Ren, Jaime Zabalza, Aizhu Zhang, Yanjuan Yao
2020 J jnl
A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19.
IEEE J. Biomed. Health Informatics
Jinchang Ren, Yijun Yan, Huimin Zhao, Ping Ma, Jaime Zabalza, Zain U. Hussain, Shaoming Luo, Qingyun Dai, Sophia Zhao, Aziz Sheikh, Amir Hussain, Huakang Li
2020 J jnl
A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hang Fu, Genyun Sun, Jaime Zabalza, Aizhu Zhang, Jinchang Ren, Xiuping Jia
2020 — ed.
Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Guangzhou, China, July 13-14, 2019, Proceedings
BICS
Jinchang Ren, Amir Hussain, Huimin Zhao, Kaizhu Huang, Jiangbin Zheng, Jun Cai, Rongjun Chen, Yinyin Xiao
2020 J jnl
Automatic Extraction of Water Inundation Areas Using Sentinel-1 Data for Large Plain Areas.
Remote. Sens.
Shunshi Hu, Jianxin Qin, Jinchang Ren, Huimin Zhao, Jie Ren, Haoran Hong
2020 J jnl
Boundary-aware High-resolution Network with region enhancement for salient object detection.
Neurocomputing
Xue Zhang, Zheng Wang, Qinghua Hu, Jinchang Ren, Meijun Sun
2020 J jnl
Combining t-Distributed Stochastic Neighbor Embedding With Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Lianru Gao, Daixin Gu, Lina Zhuang, Jinchang Ren, Dong Yang, Bing Zhang
2020 J jnl
Deep Fusion of Localized Spectral Features and Multi-scale Spatial Features for Effective Classification of Hyperspectral Images.
Int. J. Appl. Earth Obs. Geoinformation
Genyun Sun, Xuming Zhang, Xiuping Jia, Jinchang Ren, Aizhu Zhang, Yanjuan Yao, Huimin Zhao
2020 J jnl
Effective Melanoma Recognition Using Deep Convolutional Neural Network with Covariance Discriminant Loss.
Sensors
Lei Guo, Gang Xie, Xinying Xu, Jinchang Ren
2020 J jnl
Exemplar-Supported Representation for Effective Class-Incremental Learning.
IEEE Access
Lei Guo, Gang Xie, Xinying Xu, Jinchang Ren
2020 C conf
Fusion of Hilbert-Huang Transform and Deep Convolutional Neural Network for Predominant Musical Instruments Recognition.
EvoMUSART
Xiaoquan Li, Kaiqi Wang, John J. Soraghan, Jinchang Ren
2020 J jnl
Generic wavelet-based image decomposition and reconstruction framework for multi-modal data analysis in smart camera applications.
IET Comput. Vis.
Yijun Yan, Yiguang Liu, Mingqiang Yang, Huimin Zhao, Yanmei Chai, Jinchang Ren
2020 J jnl
Joint multi-task cascade for instance segmentation.
J. Real Time Image Process.
Yaole Wen, Fuyuan Hu, Jinchang Ren, Xinru Shang, Linyan Li, Xue-Feng Xi
2020 J jnl
MIMN-DPP: Maximum-information and minimum-noise determinantal point processes for unsupervised hyperspectral band selection.
Pattern Recognit.
Weizhao Chen, Zhijing Yang, Jinchang Ren, Jiang-Zhong Cao, Nian Cai, Huimin Zhao, Peter W. T. Yuen
2020 — conf
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image.
CVPR Workshops
Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi
2020 J jnl
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image.
CoRR
Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi
2020 J jnl
Optimized highway deep learning network for fast single image super-resolution reconstruction.
J. Real Time Image Process.
Viet Khanh Ha, Jinchang Ren, Xinying Xu, Wenzhi Liao, Sophia Zhao, Jie Ren, Gaowei Yan
2020 J jnl
SAFDet: A Semi-Anchor-Free Detector for Effective Detection of Oriented Objects in Aerial Images.
Remote. Sens.
Zhenyu Fang, Jinchang Ren, He Sun, Stephen Marshall, Junwei Han, Huimin Zhao
2020 J jnl
Semisupervised Hypergraph Discriminant Learning for Dimensionality Reduction of Hyperspectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fulin Luo, Tan Guo, Zhiping Lin, Jinchang Ren, Xiaocheng Zhou
2020 J jnl
Spatial Residual Blocks Combined Parallel Network for Hyperspectral Image Classification.
IEEE Access
Buyi Zhang, Chunmei Qing, Xiangmin Xu, Jinchang Ren
2020 Misc conf
Towards Big Data Analytics and Mining for UK Traffic Accident Analysis, Visualization & Prediction.
ICMLC
Mingchen Feng, Jiangbin Zheng, Jinchang Ren, Yanqin Liu
2020 J jnl
Triple loss for hard face detection.
Neurocomputing
Zhenyu Fang, Jinchang Ren, Stephen Marshall, Huimin Zhao, Zheng Wang, Kaizhu Huang, Bing Xiao
2020 J jnl
Varietal Classification of Rice Seeds Using RGB and Hyperspectral Images.
IEEE Access
Samson Damilola Fabiyi, Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung-Kien Dao, Ivan Andonovic, Jinchang Ren, Stephen Marshall
2019 J jnl
A New Type of Eye Movement Model Based on Recurrent Neural Networks for Simulating the Gaze Behavior of Human Reading.
Complex.
Xiaoming Wang, Xinbo Zhao, Jinchang Ren
2019 — conf
Association Rule Mining for Road Traffic Accident Analysis: A Case Study from UK.
BICS
Mingchen Feng, Jiangbin Zheng, Jinchang Ren, Yue Xi
2019 J jnl
Automatic Image Segmentation With Superpixels and Image-Level Labels.
IEEE Access
Xinlin Xie, Gang Xie, Xinying Xu, Lei Cui, Jinchang Ren
2019 J jnl
Big Data Analytics and Mining for Effective Visualization and Trends Forecasting of Crime Data.
IEEE Access
Mingchen Feng, Jiangbin Zheng, Jinchang Ren, Amir Hussain, Xiuxiu Li, Yue Xi, Qiaoyuan Liu
2019 — conf
Blind Detection Based on Color SIFT.
BICS
Tingge Zhu, Jiangbin Zheng, Mingchen Feng, Jinchang Ren, Weihua Liu
2019 J jnl
Building Extraction from High-Resolution Aerial Imagery Using a Generative Adversarial Network with Spatial and Channel Attention Mechanisms.
Remote. Sens.
Xuran Pan, Fan Yang, Lianru Gao, Zhengchao Chen, Bing Zhang, Hairui Fan, Jinchang Ren
2019 J jnl
Coastal Wetland Mapping with Sentinel-2 MSI Imagery Based on Gravitational Optimized Multilayer Perceptron and Morphological Attribute Profiles.
Remote. Sens.
Aizhu Zhang, Genyun Sun, Ping Ma, Xiuping Jia, Jinchang Ren, Hui Huang, Xuming Zhang
2019 J jnl
Cognitive Modelling and Learning for Multimedia Mining and Understanding.
Cogn. Comput.
Jinchang Ren, Amir Hussain, Junwei Han, Xiuping Jia
2019 J jnl
Combinational shadow index for building shadow extraction in urban areas from Sentinel-2A MSI imagery.
Int. J. Appl. Earth Obs. Geoinformation
Genyun Sun, Hui Huang, Qihao Weng, Aizhu Zhang, Xiuping Jia, Jinchang Ren, Lin Sun, Xiaolin Chen
2019 — conf
Comparative Study of PCA and LDA for Rice Seeds Quality Inspection.
AFRICON
Samson Damilola Fabiyi, Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung-Kien Dao, Ivan Andonovic, Jinchang Ren, Stephen Marshall
2019 J jnl
Compressive sensing based secret signals recovery for effective image Steganalysis in secure communications.
Multim. Tools Appl.
Huimin Zhao, Jinchang Ren, Jin Zhan, Yinyin Xiao, Sophia Zhao, Fangyuan Lei, Maher Assaad, Chunying Li
2019 J jnl
Deep Learning Based Single Image Super-resolution: A Survey.
Int. J. Autom. Comput.
Viet Khanh Ha, Jinchang Ren, Xinying Xu, Sophia Zhao, Gang Xie, Valentin Masero Vargas, Amir Hussain
2019 J jnl
EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges.
Sensors
Natasha Padfield, Jaime Zabalza, Huimin Zhao, Valentin Masero Vargas, Jinchang Ren
2019 — conf
Evaluation of Deep Learning and Conventional Approaches for Image Steganalysis.
BICS
Guoliang Xie, Jinchang Ren, Huimin Zhao, Sophia Zhao, Stephen Marshall
2019 — conf
FiberEUse: A Funded Project Towards the Reuse of the End-of-Life Fiber Reinforced Composites with Nondestructive Inspection.
CSPS
Yijun Yan, Andrew Young, Jinchang Ren, James Windmill, Winifred L. Ijomah, Tariq S. Durrani
2019 — conf
Graph Embedded Multiple Kernel Extreme Learning Machine for Music Emotion Classification.
BICS
Xixian Zhang, Zhijing Yang, Jinchang Ren, Meilin Wang, Wing-Kuen Ling
2019 — conf
IoT and Cloud Enabled Evidence-Based Smart Decision-Making Platform for Precision Livestock Farming.
BICS
Yukang Han, Jinchang Ren, Qiming Zhu, David Barclay, James Windmill
2019 — conf
Knowledge-Based Multi-sequence MR Segmentation via Deep Learning with a Hybrid U-Net++ Model.
STACOM@MICCAI
Jinchang Ren, He Sun, Yumin Huang, Hao Gao
2019 J jnl
Local Block Multilayer Sparse Extreme Learning Machine for Effective Feature Extraction and Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Faxian Cao, Zhijing Yang, Jinchang Ren, Weizhao Chen, Guojun Han, Yuzhen Shen
2019 J jnl
MIMR-DGSA: Unsupervised hyperspectral band selection based on information theory and a modified discrete gravitational search algorithm.
Inf. Fusion
Julius Tschannerl, Jinchang Ren, Peter W. T. Yuen, Genyun Sun, Huimin Zhao, Zhijing Yang, Zheng Wang, Stephen Marshall
2019 J jnl
Multiscale Spatial-Spectral Convolutional Network with Image-Based Framework for Hyperspectral Imagery Classification.
Remote. Sens.
Ximin Cui, Ke Zheng, Lianru Gao, Bing Zhang, Dong Yang, Jinchang Ren
2019 — conf
Region Based Hierarchical Modelling for Effective Shadow Removal in Natural Images.
CSPS
Ping Ma, Jinchang Ren, Genyun Sun, Paul Murray, Tariq S. Durrani
2019 A conf
SR-GAN: Semantic Rectifying Generative Adversarial Network for Zero-shot Learning.
ICME
Zihan Ye, Fan Lyu, Linyan Li, Qiming Fu, Jinchang Ren, Fuyuan Hu
2019 J jnl
SR-GAN: Semantic Rectifying Generative Adversarial Network for Zero-shot Learning.
CoRR
Zihan Ye, Fan Lyu, Linyan Li, Qiming Fu, Jinchang Ren, Fuyuan Hu
2019 — conf
Sequence Similarity Alignment Algorithm in Bioinformatics: Techniques and Challenges.
BICS
Yuren Liu, Yijun Yan, Jinchang Ren, Stephen Marshall
2019 J jnl
Smart Sensing and Adaptive Reasoning for Enabling Industrial Robots with Interactive Human-Robot Capabilities in Dynamic Environments - A Case Study.
Sensors
Jaime Zabalza, Zixiang Fei, Cuebong Wong, Yijun Yan, Carmelo Mineo, Erfu Yang, Tony Rodden, Jorn Mehnen, Quang-Cuong Pham, Jinchang Ren
2019 J jnl
Spatial-spectral classification of hyperspectral images: a deep learning framework with Markov Random fields based modelling.
IET Image Process.
Chunmei Qing, Jiawei Ruan, Xiangmin Xu, Jinchang Ren, Jaime Zabalza
2019 J jnl
Superpixel based Feature Specific Sparse Representation for Spectral-Spatial Classification of Hyperspectral Images.
Remote. Sens.
He Sun, Jinchang Ren, Huimin Zhao, Yijun Yan, Jaime Zabalza, Stephen Marshall
2019 J jnl
TGMCF: A Tree-Guided Multi-Modality Correlation Filter for Visual Tracking.
IEEE Access
Qiaoyuan Liu, Weiwei Liu, Yuru wang, Jinchang Ren, Qiao Du, Yinghua Lv, Haijiang Sun
2019 — conf
VIP-STB Farm: Scale-up Village to County/Province Level to Support Science and Technology at Backyard (STB) Program.
BICS
Yijun Yan, Sophia Zhao, Yuxi Fang, Yuren Liu, Zhongxin Chen, Jinchang Ren
2019 J jnl
Weakly Supervised Deep Semantic Segmentation Using CNN and ELM with Semantic Candidate Regions.
Complex.
Xinying Xu, Guiqing Li, Gang Xie, Jinchang Ren, Xinlin Xie
2019 — conf
Wheat Growth Assessment for Satellite Remote Sensing Enabled Precision Agriculture.
CSPS
Yuxi Fang, He Sun, Yijun Yan, Jinchang Ren, Daming Dong, Zhongxin Chen, Hong Yue, Tariq S. Durrani
2018 J jnl
A Dynamic Neighborhood Learning-Based Gravitational Search Algorithm.
IEEE Trans. Cybern.
Aizhu Zhang, Genyun Sun, Jinchang Ren, Xiaodong Li, Zhenjie Wang, Xiuping Jia
2018 J jnl
A deep-learning based feature hybrid framework for spatiotemporal saliency detection inside videos.
Neurocomputing
Zheng Wang, Jinchang Ren, Dong Zhang, Meijun Sun, Jianmin Jiang
2018 J jnl
A stability constrained adaptive alpha for gravitational search algorithm.
Knowl. Based Syst.
Genyun Sun, Ping Ma, Jinchang Ren, Aizhu Zhang, Xiuping Jia
2018 — conf
AFSnet: Fixation Prediction in Movie Scenes with Auxiliary Facial Saliency.
BICS
Ziqi Zhou, Meijun Sun, Jinchang Ren, Zheng Wang
2018 — ed.
Advances in Brain Inspired Cognitive Systems - 9th International Conference, BICS 2018, Xi'an, China, July 7-8, 2018, Proceedings
BICS
Jinchang Ren, Amir Hussain, Jiangbin Zheng, Cheng-Lin Liu, Bin Luo, Huimin Zhao, Xinbo Zhao
2018 — conf
Big Data Analytics and Mining for Crime Data Analysis, Visualization and Prediction.
BICS
Mingchen Feng, Jiangbin Zheng, Yukang Han, Jinchang Ren, Qiaoyuan Liu
2018 J jnl
Cognitive Fusion of Thermal and Visible Imagery for Effective Detection and Tracking of Pedestrians in Videos.
Cogn. Comput.
Yijun Yan, Jinchang Ren, Huimin Zhao, Genyun Sun, Zheng Wang, Jiangbin Zheng, Stephen Marshall, John J. Soraghan
2018 — conf
DAU-GAN: Unsupervised Object Transfiguration via Deep Attention Unit.
BICS
Zihan Ye, Fan Lyu, Jinchang Ren, Yu Sun, Qiming Fu, Fuyuan Hu
2018 — conf
Deep Background Subtraction of Thermal and Visible Imagery for Pedestrian Detection in Videos.
BICS
Yijun Yan, Huimin Zhao, Fu-Jen Kao, Valentin Masero Vargas, Sophia Zhao, Jinchang Ren
2018 — conf
Deep Learning Based Single Image Super-Resolution: A Survey.
BICS
Viet Khanh Ha, Jinchang Ren, Xinying Xu, Sophia Zhao, Gang Xie, Valentin Masero Vargas
2018 — conf
Direction Guided Cooperative Coevolutionary Differential Evolution Algorithm for Cognitive Modelling of Ray Tracing in Separable High Dimensional Space.
BICS
Jing Zhao, Jinchang Ren, Cailing Wang, Ke Li, Yifang Zhao
2018 — conf
Dynamic Hybrid Approaching for Robust Hand-Eye Calibration.
BICS
Chen Meng, Wei Feng, Jinchang Ren
2018 J jnl
Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging.
J. Frankl. Inst.
Jaime Zabalza, Chunmei Qing, Peter W. T. Yuen, Genyun Sun, Huimin Zhao, Jinchang Ren
2018 J jnl
Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging.
Pattern Recognit.
Tong Qiao, Zhijing Yang, Jinchang Ren, Peter W. T. Yuen, Huimin Zhao, Genyun Sun, Stephen Marshall, Jón Atli Benediktsson
2018 — conf
Local-Global Extraction Unit for Person Re-identification.
BICS
Peng Wang, Chunmei Qing, Xiangmin Xu, Bolun Cai, Jianxiu Jin, Jinchang Ren
2018 — conf
Making Industrial Robots Smarter with Adaptive Reasoning and Autonomous Thinking for Real-Time Tasks in Dynamic Environments: A Case Study.
BICS
Jaime Zabalza, Zixiang Fei, Cuebong Wong, Yijun Yan, Carmelo Mineo, Erfu Yang, Tony Rodden, Jorn Mehnen, Quang-Cuong Pham, Jinchang Ren
2018 J jnl
Robust information hiding in low-resolution videos with quantization index modulation in DCT-CS domain.
Multim. Tools Appl.
Huimin Zhao, Qingyun Dai, Jinchang Ren, Wenguo Wei, Yinyin Xiao, Chunying Li
2018 J jnl
SR-POD: Sample rotation based on principal-axis orientation distribution for data augmentation in deep object detection.
Cogn. Syst. Res.
Yue Xi, Jiangbin Zheng, Xiuxiu Li, Xinying Xu, Jinchang Ren, Gang Xie
2018 — conf
Segmented Autoencoders for Unsupervised Embedded Hyperspectral Band Selection.
EUVIP
Julius Tschannerl, Jinchang Ren, Jaime Zabalza, Stephen Marshall
2018 J jnl
Sparse Representation-Based Augmented Multinomial Logistic Extreme Learning Machine With Weighted Composite Features for Spectral-Spatial Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling, Huimin Zhao, Meijun Sun, Jón Atli Benediktsson
2018 C conf
Spectral-Spatial Topographic Shadow Detection from Sentinel-2A MSI Imagery Via Convolutional Neural Networks.
IGARSS
Hui Huang, Genyun Sun, Jinchang Ren, Jun Rong, Aizhu Zhang, Yanling Hao
2018 J jnl
Spectral-spatial classification of hyperspectral data using spectral-domain local binary patterns.
Multim. Tools Appl.
Cailing Wang, Jinchang Ren, Hongwei Wang, Yinyong Zhang, Jia Wen
2018 — conf
Texture Profiles and Composite Kernel Frame for Hyperspectral Image Classification.
BICS
Cailing Wang, Hongwei Wang, Jinchang Ren, Yinyong Zhang, Jia Wen, Jing Zhao
2018 J jnl
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement.
Pattern Recognit.
Yijun Yan, Jinchang Ren, Genyun Sun, Huimin Zhao, Junwei Han, Xuelong Li, Stephen Marshall, Jin Zhan
2017 — conf
3D Sensing Techniques for Multimodal Data Analysis and Integration in Smart and Autonomous Systems.
CSPS
Zhenyu Fang, He Sun, Jinchang Ren, Huimin Zhao, Sophia Zhao, Stephen Marshall, Tariq S. Durrani
2017 — conf
Combined Deep Learning and Multiscale Segmentation for Rapid High Resolution Damage Mapping.
iThings/GreenCom/CPSCom/SmartData
Genyun Sun, Yanling Hao, Jun Rong, Shuna Shi, Jinchang Ren
2017 — conf
Combining Image Analysis and Smart Data Mining for Precision Agriculture in Livestock Farming.
iThings/GreenCom/CPSCom/SmartData
He Sun, Qiming Zhu, Jinchang Ren, David Barclay, Willie Thomson
2017 J jnl
Decontaminate feature for tracking: adaptive tracking via evolutionary feature subset.
J. Electronic Imaging
Qiaoyuan Liu, Yuru wang, Minghao Yin, Jinchang Ren, Ruizhi Li
2017 J jnl
Does Normalization Methods Play a Role for Hyperspectral Image Classification?
CoRR
Faxian Cao, Zhijing Yang, Jinchang Ren, Mengying Jiang, Wing-Kuen Ling
2017 J jnl
Dynamic Post-Earthquake Image Segmentation with an Adaptive Spectral-Spatial Descriptor.
Remote. Sens.
Genyun Sun, Yanling Hao, Xiaolin Chen, Jinchang Ren, Aizhu Zhang, Binghu Huang, Yuanzhi Zhang, Xiuping Jia
2017 J jnl
Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis.
IEEE Trans. Geosci. Remote. Sens.
Tong Qiao, Jinchang Ren, Zheng Wang, Jaime Zabalza, Meijun Sun, Huimin Zhao, Shutao Li, Jón Atli Benediktsson, Qingyun Dai, Stephen Marshall
2017 J jnl
Evaluating Urban Land Carrying Capacity Based on the Ecological Sensitivity Analysis: A Case Study in Hangzhou, China.
Remote. Sens.
Jin Yeu Tsou, Yanfei Gao, Yuanzhi Zhang, Genyun Sun, Jinchang Ren, Yu Li
2017 J jnl
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification.
CoRR
Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling
2017 J jnl
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification.
Remote. Sens.
Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling, Huimin Zhao, Stephen Marshall
2017 J jnl
Gravitation-Based Edge Detection in Hyperspectral Images.
Remote. Sens.
Genyun Sun, Aizhu Zhang, Jinchang Ren, Jing Sheng Ma, Peng Wang, Yuanzhi Zhang, Xiuping Jia
2017 J jnl
Hyperspectral Image Enhancement and Mixture Deep-Learning Classification of Corneal Epithelium Injuries.
Sensors
Siti Salwa Md Noor, Jinchang Ren, Stephen Marshall, Kaleena Michael
2017 — conf
Knowledge Based Fundamental and Harmonic Frequency Detection in Polyphonic Music Analysis.
CSPS
Xiaoquan Li, Yijun Yan, Jinchang Ren, Huimin Zhao, Sophia Zhao, John J. Soraghan, Tariq S. Durrani
2017 J jnl
Linear vs Nonlinear Extreme Learning Machine for Spectral-Spatial Classification of Hyperspectral Image.
CoRR
Faxian Cao, Zhijing Yang, Jinchang Ren, Mengying Jiang, Wing-Kuen Ling
2017 J jnl
Linear vs. Nonlinear Extreme Learning Machine for Spectral-Spatial Classification of Hyperspectral Images.
Sensors
Faxian Cao, Zhijing Yang, Jinchang Ren, Mengying Jiang, Wing-Kuen Ling
2017 J jnl
Sparse Representation Based Augmented Multinomial Logistic Extreme Learning Machine with Weighted Composite Features for Spectral Spatial Hyperspectral Image Classification.
CoRR
Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling
2017 J jnl
Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping.
Int. J. Appl. Earth Obs. Geoinformation
Genyun Sun, Xiaolin Chen, Jinchang Ren, Aizhu Zhang, Xiuping Jia
2016 J jnl
Adaptive fusion of color and spatial features for noise-robust retrieval of colored logo and trademark images.
Multidimens. Syst. Signal Process.
Yijun Yan, Jinchang Ren, Yinsheng Li, James F. C. Windmill, Winifred Ijomah, Kuo-Ming Chao
2016 J jnl
Cognitive Computation of Compressed Sensing for Watermark Signal Measurement.
Cogn. Comput.
Huimin Zhao, Jinchang Ren
2016 J jnl
Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Rui Bao, Junshi Xia, Mauro Dalla Mura, Peijun Du, Jocelyn Chanussot, Jinchang Ren
2016 — conf
Fusion of Thermal and Visible Imagery for Effective Detection and Tracking of Salient Objects in Videos.
PCM (2)
Yijun Yan, Jinchang Ren, Huimin Zhao, Jiangbin Zheng, Ezrinda Mohd Zaihidee, John J. Soraghan
2016 J jnl
Fusion of block and keypoints based approaches for effective copy-move image forgery detection.
Multidimens. Syst. Signal Process.
Jiangbin Zheng, Yanan Liu, Jinchang Ren, Tingge Zhu, Yijun Yan, Heng Yang
2016 J jnl
Hierarchical Visual Perception and Two-Dimensional Compressive Sensing for Effective Content-Based Color Image Retrieval.
Cogn. Comput.
Yan Zhou, Fanzhi Zeng, Huimin Zhao, Paul Murray, Jinchang Ren
2016 J jnl
Hierarchical and multi-featured fusion for effective gait recognition under variable scenarios.
Pattern Anal. Appl.
Yanmei Chai, Jie Ren, Huimin Zhao, Yang Li, Jinchang Ren, Paul Murray
2016 J jnl
Monte Carlo Convex Hull Model for classification of traditional Chinese paintings.
Neurocomputing
Meijun Sun, Dong Zhang, Zheng Wang, Jinchang Ren, Jesse S. Jin
2016 J jnl
Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging.
Neurocomputing
Jaime Zabalza, Jinchang Ren, Jiangbin Zheng, Huimin Zhao, Chunmei Qing, Zhijing Yang, Peijun Du, Stephen Marshall
2016 J jnl
Special issue on multimodal data fusion for multidimensional signal processing.
Multidimens. Syst. Signal Process.
Jinchang Ren, Junwei Han, Mauro Dalla Mura
2016 J jnl
Sub-pixel motion estimation using phase correlation: comparisons and evaluations.
Int. J. Intell. Comput. Cybern.
Jie Ren, Huimin Zhao, Jinchang Ren, Shi Cheng
2016 — conf
The properties of the cornea based on hyperspectral imaging: Optical biomedical engineering perspective.
IWSSIP
Siti Salwa Md Noor, Kaleena Michael, Stephen Marshall, Jinchang Ren, Julius Tschannerl, Fu-Jen Kao
2015 — conf
'On the fly' dimensionality reduction for hyperspectral image acquisition.
EUSIPCO
Jaime Zabalza, Jinchang Ren, Stephen Marshall
2015 — conf
Automatic Animal Detection from Kinect Sensed Images for Livestock Monitoring and Assessment.
CIT/IUCC/DASC/PICom
Qiming Zhu, Jinchang Ren, David Barclay, Samuel McCormack, Willie Thomson
2015 J jnl
Background Prior-Based Salient Object Detection via Deep Reconstruction Residual.
IEEE Trans. Circuits Syst. Video Technol.
Junwei Han, Dingwen Zhang, Xintao Hu, Lei Guo, Jinchang Ren, Feng Wu
2015 B conf
Brushstroke based sparse hybrid convolutional neural networks for author classification of Chinese ink-wash paintings.
ICIP
Meijun Sun, Dong Zhang, Jinchang Ren, Zheng Wang, Jesse S. Jin
2015 J jnl
Classification of Hyperspectral Images by Exploiting Spectral-Spatial Information of Superpixel via Multiple Kernels.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Shutao Li, Wuhui Duan, Jinchang Ren, Jón Atli Benediktsson
2015 J jnl
Combining MLC and SVM Classifiers for Learning Based Decision Making: Analysis and Evaluations.
Comput. Intell. Neurosci.
Yi Zhang, Jinchang Ren, Jianmin Jiang
2015 — conf
Effective Removal of Artifacts from Views Synthesized using Depth Image Based Rendering.
DMS
Danyang Zhao, Jiangbin Zheng, Jinchang Ren
2015 C conf
Effective SAR sea ice image segmentation and touch floe separation using a combined multi-stage approach.
IGARSS
Jinchang Ren, Byongjun Hwang, Paul Murray, Soumitra Sakhalkar, Samuel McCormack
2015 J jnl
Effective and Efficient Midlevel Visual Elements-Oriented Land-Use Classification Using VHR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Gong Cheng, Junwei Han, Lei Guo, Zhenbao Liu, Shuhui Bu, Jinchang Ren
2015 J jnl
Exposing image forgery by detecting traces of feather operation.
J. Vis. Lang. Comput.
Jiangbin Zheng, Tingge Zhu, Zhe Li, Weiwei Xing, Jinchang Ren
2015 J jnl
Fast Implementation of Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jaime Zabalza, Jinchang Ren, Zheng Wang, Huimin Zhao, Jun Wang, Stephen Marshall
2015 — conf
Fusion of Dominant Colour and Spatial Layout Features for Effective Image Retrieval of Coloured Logos and Trademarks.
BigMM
Yijun Yan, Jinchang Ren, Yinsheng Li, James Windmill, Winifred Ijomah
2015 J jnl
Multiple Depth Maps Integration for 3D Reconstruction Using Geodesic Graph Cuts.
Int. J. Softw. Eng. Knowl. Eng.
Jiangbin Zheng, Xinxin Zuo, Jinchang Ren, Sen Wang
2015 J jnl
Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging.
IEEE Trans. Geosci. Remote. Sens.
Jaime Zabalza, Jinchang Ren, Jiangbin Zheng, Junwei Han, Huimin Zhao, Shutao Li, Stephen Marshall
2015 J jnl
Object Detection in Optical Remote Sensing Images Based on Weakly Supervised Learning and High-Level Feature Learning.
IEEE Trans. Geosci. Remote. Sens.
Junwei Han, Dingwen Zhang, Gong Cheng, Lei Guo, Jinchang Ren
2015 J jnl
Ranking highlight level of movie clips: A template based adaptive kernel SVM method.
J. Vis. Lang. Comput.
Zheng Wang, Gaojun Ren, Meijun Sun, Jinchang Ren, Jesse S. Jin
2015 C conf
Segmentation of multispectral images and prediction of CHI-A concentration for effective ocean colour remote sensing.
IGARSS
Jinchang Ren, Xuexing Zeng, David McKee
2015 J jnl
Singular spectrum analysis for improving hyperspectral imaging based beef eating quality evaluation.
Comput. Electron. Agric.
Tong Qiao, Jinchang Ren, Cameron Craigie, Jaime Zabalza, Charlotte Maltin, Stephen Marshall
2014 J jnl
Copulas for statistical signal processing (Part I): Extensions and generalization.
Signal Process.
Xuexing Zeng, Jinchang Ren, Zheng Wang, Stephen Marshall, Tariq S. Durrani
2014 J jnl
Copulas for statistical signal processing (Part II): Simulation, optimal selection and practical applications.
Signal Process.
Xuexing Zeng, Jinchang Ren, Meijun Sun, Stephen Marshall, Tariq S. Durrani
2014 J jnl
Effective Feature Extraction and Data Reduction in Remote Sensing Using Hyperspectral Imaging [Applications Corner].
IEEE Signal Process. Mag.
Jinchang Ren, Jaime Zabalza, Stephen Marshall, Jiangbin Zheng
2014 — conf
Exposing photo manipulation using geometry and shadows.
ICDIP
Jiangbin Zheng, XueMei Song, Jinchang Ren, Tingge Zhu
2014 J jnl
Gradient-based subspace phase correlation for fast and effective image alignment.
J. Vis. Commun. Image Represent.
Jinchang Ren, Theodore Vlachos, Yi Zhang, Jiangbin Zheng, Jianmin Jiang
2014 — conf
Ranking Highlight Level of Movie Clips: A Template Based Adaptive Kernel SVM Method.
DMS
Zheng Wang, Gaojun Ren, Meijun Sun, Jinchang Ren, Jesse S. Jin
2014 C conf
SAR Sea Ice Image Segmentation Using Watershed with Intensity-Based Region Merging.
CIT
Tolulope Bamidele Ijitona, Jinchang Ren, Phil Byongjun Hwang
2014 J jnl
Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging.
IEEE Geosci. Remote. Sens. Lett.
Jaime Zabalza, Jinchang Ren, Zheng Wang, Stephen Marshall, Jun Wang
2014 — conf
Singular Spectrum Analysis for effective noise removal and improved data classification in Hyperspectral Imaging.
WHISPERS
Jaime Zabalza, Jinchang Ren, Stephen Marshall
2013 Misc conf
Effective Classification of Microcalcification Clusters Using Improved Support Vector Machine with Optimised Decision Making.
ICIG
Jinchang Ren, Zheng Wang, Meijun Sun, John J. Soraghan
2013 J jnl
Effective classification of Chinese tea samples in hyperspectral imaging.
Artif. Intell. Res.
Timothy Kelman, Jinchang Ren, Stephen Marshall
2012 J jnl
ANN vs. SVM: Which one performs better in classification of MCCs in mammogram imaging.
Knowl. Based Syst.
Jinchang Ren
2012 J jnl
Effective venue image retrieval using robust feature extraction and model constrained matching for mobile robot localization.
Mach. Vis. Appl.
Yue Feng, Jinchang Ren, Jianmin Jiang, Martin Halvey, Joemon M. Jose
2011 J jnl
Effective recognition of MCCs in mammograms using an improved neural classifier.
Eng. Appl. Artif. Intell.
Jinchang Ren, Dong Wang, Jianmin Jiang
2011 — conf
Human gait recognition: Approaches, datasets and challenges.
ICDP
Yanmei Chai, Jinchang Ren, Wenying Han, Haifeng Li
2011 J jnl
LIVE: An Integrated Production and Feedback System for Intelligent and Interactive TV Broadcasting.
IEEE Trans. Broadcast.
Jianmin Jiang, Joachim Köhler, Carmen Mac Williams, Janis Zaletelj, Georg Güntner, Heike Horstmann, Jinchang Ren, Jobst Löffler, Ying Weng
2011 J jnl
Modelling of content-aware indicators for effective determination of shot boundaries in compressed MPEG videos.
Multim. Tools Appl.
Juan Chen, Jinchang Ren, Jianmin Jiang
2011 J jnl
Object-Based 2D-to-3D Video Conversion for Effective Stereoscopic Content Generation in 3D-TV Applications.
IEEE Trans. Broadcast.
Yue Feng, Jinchang Ren, Jianmin Jiang
2011 J jnl
Offline handwritten Arabic cursive text recognition using Hidden Markov Models and re-ranking.
Pattern Recognit. Lett.
Jawad Hasan Yasin AlKhateeb, Jinchang Ren, Jianmin Jiang, Husni Al-Muhtaseb
2011 J jnl
Performance of hidden Markov model and dynamic Bayesian network classifiers on handwritten Arabic word recognition.
Knowl. Based Syst.
Jawad Hasan Yasin AlKhateeb, Olivier Pauplin, Jinchang Ren, Jianmin Jiang
2011 — conf
Quality-assured fingerprint image enhancement and extraction using hyperspectral imaging.
ICDP
Kevin Gill, Jinchang Ren, Stephen Marshall, Suvitha Karthick, John R. Gilchrist
2010 J jnl
Activity-driven content adaptation for effective video summarization.
J. Vis. Commun. Image Represent.
Jinchang Ren, Jianmin Jiang, Yue Feng
2010 C conf
Applying Feature Selection for Effective Classification of Microcalcification Clusters in Mammograms.
CIT
Dong Wang, Jinchang Ren, Jianmin Jiang, Stanley S. Ipson
2010 J jnl
Extracting Objects and Events from MPEG Videos for Highlight-based Indexing and Retrieval.
J. Multim.
Jinchang Ren, Jianmin Jiang, Juan Chen, Stanley S. Ipson
2010 J jnl
High-Accuracy Sub-Pixel Motion Estimation From Noisy Images in Fourier Domain.
IEEE Trans. Image Process.
Jinchang Ren, Jianmin Jiang, Theodore Vlachos
2010 — conf
Immersive and perceptual human-computer interaction using computer vision techniques.
CVPR Workshops
Jinchang Ren, Theodore Vlachos, Vasileios Argyriou
2010 J jnl
Medical image analysis with artificial neural networks.
Comput. Medical Imaging Graph.
Jianmin Jiang, Paul R. Trundle, Jinchang Ren
2010 J jnl
Multi-camera video surveillance for real-time analysis and reconstruction of soccer games.
Mach. Vis. Appl.
Jinchang Ren, Ming Xu, James Orwell, Graeme A. Jones
2009 C conf
A Machine Learning Approach for Classifying Offline Handwritten Arabic Words.
CW
Jawad Hasan Yasin AlKhateeb, Jinchang Ren, Jianmin Jiang, Stanley S. Ipson
2009 J jnl
Hierarchical Modeling and Adaptive Clustering for Real-Time Summarization of Rush Videos.
IEEE Trans. Multim.
Jinchang Ren, Jianmin Jiang
2009 J jnl
Shot Boundary Detection in MPEG Videos Using Local and Global Indicators.
IEEE Trans. Circuits Syst. Video Technol.
Jinchang Ren, Jianmin Jiang, Juan Chen
2009 J jnl
Tracking the soccer ball using multiple fixed cameras.
Comput. Vis. Image Underst.
Jinchang Ren, James Orwell, Graeme A. Jones, Ming Xu
2009 — conf
Unconstrained Arabic Handwritten Word Feature Extraction: A Comparative Study.
ITNG
Jawad Hasan Yasin AlKhateeb, Jinchang Ren, Jianmin Jiang, Stanley S. Ipson
2008 — conf
Hierarchical modeling and adaptive clustering for real-time summarization of rush videos in trecvid'08.
TVS
Jinchang Ren, Jianmin Jiang, Christian Eckes
2008 — conf
Knowledge-Based Baseline Detection and Optimal Thresholding for Words Segmentation in Efficient Pre-Processing of Handwritten Arabic Text.
ITNG
Jawad Hasan Yasin AlKhateeb, Jinchang Ren, Stanley S. Ipson, Jianmin Jiang
2008 — conf
Knowledge-Supported Segmentation and Semantic Contents Extraction from MPEG Videos for Highlight-Based Annotation, Indexing and Retrieval.
ICIC (1)
Jinchang Ren, Juan Chen, Jianmin Jiang, Stanley S. Ipson
2008 J jnl
Real-Time Modeling of 3-D Soccer Ball Trajectories From Multiple Fixed Cameras.
IEEE Trans. Circuits Syst. Video Technol.
Jinchang Ren, Ming Xu, James Orwell, Graeme A. Jones
2008 — conf
Skin Detection from Different Color Spaces for Model-Based Face Detection.
ICIC (3)
Dong Wang, Jinchang Ren, Jianmin Jiang, Stanley S. Ipson
2007 — conf
Detection and Recovery of Film Dirt for Archive Restoration Applications.
ICIP (4)
Jinchang Ren, Theodore Vlachos
2007 — conf
Determination of Shot Boundary in MPEG Videos for TRECVID 2007.
TRECVID
Jinchang Ren, Jianmin Jiang, Juan Chen
2007 J jnl
Efficient detection of temporally impulsive dirt impairments in archived films.
Signal Process.
Jinchang Ren, Theodore Vlachos
2007 J jnl
Segmentation-Assisted Detection of Dirt Impairments in Archived Film Sequences.
IEEE Trans. Syst. Man Cybern. Part B
Jinchang Ren, Theodore Vlachos
2007 B conf
Statistical Classification of Skin Color Pixels from MPEG Videos.
ACIVS
Jinchang Ren, Jianmin Jiang
2007 — conf
Subspace Extension to Phase Correlation Approach for Fast Image Registration.
ICIP (1)
Jinchang Ren, Theodore Vlachos, Jianmin Jiang
2006 — conf
Automatic Gait Recognition using Dynamic Variance Features.
FGR
Yanmei Chai, Jinchang Ren, Rongchun Zhao, Jingping Jia
2005 A conf
A User-Oriented Multimodal-Interface Framework for General Content-Based Multimedia Retrieval.
ICME
Jinchang Ren, Theodore Vlachos, Vasileios Argyriou
2005 A conf
Segmentation-Assisted Dirt Detection for the Restoration of Archived Films.
BMVC
Jinchang Ren, Theodore Vlachos
2004 B conf
A general framework for 3d soccer ball estimation and tracking.
ICIP
Jinchang Ren, James Orwell, Graeme A. Jones, Ming Xu
2004 A conf
Real-time 3D Football Ball Tracking from Multiple Cameras.
BMVC
Jinchang Ren, James Orwell, Graeme A. Jones, Ming Xu
2004 — conf
Vision-Based Innovative Network Games.
ADCOG
Karen Tieying Lu, Peter Astheimer, Eiman Kanjo, Jinchang Ren
2003 — conf
A Generic Framework for Vision Based Interactive Board Games.
GAME-ON
Jinchang Ren, Peter Astheimer, Ian Marshall
2000 B conf
Multimodal Interface Techniques in Content-Based Multimedia Retrieval.
ICMI
Jinchang Ren, Rongchun Zhao, David Dagan Feng, Wan-Chi Siu