Fang Liu - RankMe

58 papers C 5Journal 52Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Composite fractal scanning enhanced mamba for small object detection in remote sensing imagery. Neurocomputing Wenjing Zhan, Yongke Li, Fang Liu, Liang Xiao
2026	J	`jnl`	D&D-Net: A diffusion and deep priors regularized network for hyperspectral reconstruction. Signal Process. Jingxiang Yang, Tian Lin, Wenxiu Diao, Fang Liu, Jia Liu, Hongyi Liu, Liang Xiao
2026	J	`jnl`	Deep semi-supervised relation preserving learning model. Pattern Recognit. Chenxi Tian, Lingling Li, Xu Liu, Licheng Jiao, Fang Liu, Shuyuan Yang
2026	J	`jnl`	Enhancing few-shot segmentation via mask combination learning. Neurocomputing Shuo Li, Fang Liu, Licheng Jiao, Xuejian Gou, Lingling Li, Xu Liu, Puhua Chen
2026	J	`jnl`	S3Diffuser: Frequency selected state space guided diffusion model for multimodal fusion classification. Inf. Fusion Jiaxuan Zhao, Licheng Jiao, Lingling Li, Mengru Ma, Xu Liu, Chao Wang, Fang Liu, Wenping Ma, Shuyuan Yang
2025	J	`jnl`	Background-Driven and Foreground-Refined Network for Weakly Supervised Change Detection. IEEE Trans. Geosci. Remote. Sens. Fang Liu, Peng Zhang, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
2025	J	`jnl`	Box2Change: A Novel Weakly Supervised Way for Change Detection via Consistency Instance Segmentation. IEEE Trans. Geosci. Remote. Sens. Fang Liu, Kanghua Yin, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
2025	J	`jnl`	Cross-Modal Remote Sensing Image-Text Retrieval via Context and Uncertainty-Aware Prompt. IEEE Trans. Neural Networks Learn. Syst. Yijing Wang, Xu Tang, Jingjing Ma, Xiangrong Zhang, Fang Liu, Licheng Jiao
2025	J	`jnl`	Edge-Object Co-Driven Learning for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. Yangguang Liu, Fang Liu, Jia Liu, Liang Xiao
2025	—	`conf`	Few-Shot Classification of Fungi Species Using Contrastive Representation Learning and Multimodal Fusion. CLEF (Working Notes) Lianping Lu, Heng Yang, Shuo Li, Fang Liu, Puhua Chen, Wenping Ma
2025	J	`jnl`	Multimodal Feature Interactive Learning for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Fang Liu, Yan Li, Wenfei Gao, Jia Liu, Xu Tang, Liang Xiao
2025	J	`jnl`	Multiscale Sparse Cross-Attention Network for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. Jingjing Ma, Wei Jiang, Xu Tang, Xiangrong Zhang, Fang Liu, Licheng Jiao
2025	J	`jnl`	Research on Multi-Temporal Infrared Image Generation Based on Improved CLE Diffusion. Comput. Hua Gong, Wenfei Gao, Fang Liu, Yuanjing Ma
2025	J	`jnl`	SIFANet: Spatial-Temporal Interaction and Frequency Adaptive Awareness Network for Change Detection in Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jia Liu, Kaixuan Jiang, Wenhua Zhang, Fang Liu, Liang Xiao, Puzhao Zhang, Chen Wu
2025	J	`jnl`	Semantic-Assisted Feature Integration Network for Multilabel Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. Ruiqi Du, Xu Tang, Jingjing Ma, Xiangrong Zhang, Fang Liu, Licheng Jiao
2025	J	`jnl`	Text-Driven Adaptive Semantic Alignment Network for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Wenzhen Wang, Fang Liu, Hongyuan Zhu, Liang Xiao
2024	C	`conf`	A Cross-Modal Semantic Mapping Enhancement Model for Remote Sensing Visual Question Answering. IGARSS Dabiao Huang, Xu Tang, Xiangrong Zhang, Fang Liu, Jingjing Ma, Cheng Zhu, Licheng Jiao
2024	J	`jnl`	Candidate-Aware and Change-Guided Learning for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. Fang Liu, Yangguang Liu, Jia Liu, Xu Tang, Liang Xiao
2024	J	`jnl`	Computational Oriented Proposal for Fine-Grained Ship Detection in Complex Remote Sensing Images. IEEE Trans. Instrum. Meas. Wenjing Zhan, Fang Liu, Yongke Li, Liang Xiao
2024	J	`jnl`	Conjoint Cross-Attention Modeling and Joint Feature Calibrating for Remote Sensing Image Change Detection via a Triple-Double Network. IEEE Trans. Geosci. Remote. Sens. Fang Liu, Jiaqi An, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
2024	J	`jnl`	Content-Guided and Class-Oriented Learning for VHR Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. Fang Liu, Keming Liu, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
2024	J	`jnl`	Difference Guidance Learning With Feature Alignment for Change Detection. IEEE Trans. Geosci. Remote. Sens. Yangguang Liu, Fang Liu, Jia Liu, Liang Xiao
2024	J	`jnl`	Hyperspectral Reconstruction From RGB Images via Physically Guided Graph Deep Prior Learning. IEEE Trans. Geosci. Remote. Sens. Haifeng Xu, Jingxiang Yang, Tian Lin, Jia Liu, Fang Liu, Liang Xiao
2024	J	`jnl`	I IEEE Trans. Geosci. Remote. Sens. Wenzhen Wang, Fang Liu, Liang Xiao
2024	J	`jnl`	Multiple Information Collaborative Fusion Network for Joint Classification of Hyperspectral and LiDAR Data. IEEE Trans. Geosci. Remote. Sens. Xu Tang, Yizhou Zou, Jingjing Ma, Xiangrong Zhang, Fang Liu, Licheng Jiao
2024	J	`jnl`	Prior-Experience-Based Vision-Language Model for Remote Sensing Image-Text Retrieval. IEEE Trans. Geosci. Remote. Sens. Xu Tang, Dabiao Huang, Jingjing Ma, Xiangrong Zhang, Fang Liu, Licheng Jiao
2024	J	`jnl`	Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. Yuqun Yang, Xu Tang, Xiangrong Zhang, Jingjing Ma, Fang Liu, Xiuping Jia, Licheng Jiao
2024	J	`jnl`	Spatial Pooling Transformer Network and Noise-Tolerant Learning for Noisy Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Jingjing Ma, Yizhou Zou, Xu Tang, Xiangrong Zhang, Fang Liu, Licheng Jiao
2024	J	`jnl`	Stair Fusion Network With Context-Refined Attention for Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. Jia Liu, Wenyi Hua, Wenhua Zhang, Fang Liu, Liang Xiao
2023	J	`jnl`	Adaptive Spatial and Difference Learning for Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yangguang Liu, Fang Liu, Jia Liu, Xu Tang, Liang Xiao
2023	J	`jnl`	Adversarial Domain Alignment With Contrastive Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Fang Liu, Wenfei Gao, Jia Liu, Xu Tang, Liang Xiao
2023	J	`jnl`	Cross-Modal Graph Knowledge Representation and Distillation Learning for Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. Wenzhen Wang, Fang Liu, Wenzhi Liao, Liang Xiao
2023	J	`jnl`	Interacting-Enhancing Feature Transformer for Cross-Modal Remote-Sensing Image and Text Retrieval. IEEE Trans. Geosci. Remote. Sens. Xu Tang, Yijing Wang, Jingjing Ma, Xiangrong Zhang, Fang Liu, Licheng Jiao
2023	J	`jnl`	Learning Degradation-Aware Deep Prior for Hyperspectral Image Reconstruction. IEEE Trans. Geosci. Remote. Sens. Jingxiang Yang, Tian Lin, Fang Liu, Liang Xiao
2023	J	`jnl`	MANet: An Efficient Multidimensional Attention-Aggregated Network for Remote Sensing Image Change Detection. IEEE Trans. Geosci. Remote. Sens. Kaixuan Jiang, Jia Liu, Wenhua Zhang, Fang Liu, Liang Xiao
2023	J	`jnl`	Spatial-Spectral Adaptive Learning With Pixelwise Filtering for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Wenfei Gao, Fang Liu, Jia Liu, Liang Xiao, Xu Tang
2023	C	`conf`	Stair Fusion Network for Remote Sensing Image Semantic Segmentation. IGARSS Wenyi Hua, Jia Liu, Fang Liu, Wenhua Zhang, Jiaqi An
2022	J	`jnl`	A Probabilistic Model Based on Bipartite Convolutional Neural Network for Unsupervised Change Detection. IEEE Trans. Geosci. Remote. Sens. Jia Liu, Wenhua Zhang, Fang Liu, Liang Xiao
2022	J	`jnl`	AR IEEE Trans. Geosci. Remote. Sens. Yuqun Yang, Xu Tang, Yiu-ming Cheung, Xiangrong Zhang, Fang Liu, Jingjing Ma, Licheng Jiao
2022	J	`jnl`	Adaptive Graph Convolutional Network for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. Fang Liu, Jingya Wang, Xu Tang, Jia Liu, Xiangrong Zhang, Liang Xiao
2022	J	`jnl`	An Unsupervised Remote Sensing Change Detection Method Based on Multiscale Graph Convolutional Network and Metric Learning. IEEE Trans. Geosci. Remote. Sens. Xu Tang, Huayu Zhang, Lichao Mou, Fang Liu, Xiangrong Zhang, Xiao Xiang Zhu, Licheng Jiao
2022	J	`jnl`	Class-Level Prototype Guided Multiscale Feature Learning for Remote Sensing Scene Classification With Limited Labels. IEEE Trans. Geosci. Remote. Sens. Xu Tang, Weiquan Lin, Jingjing Ma, Xiangrong Zhang, Fang Liu, Licheng Jiao
2022	J	`jnl`	Domain-Adaptive Few-Shot Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Andi Zhang, Fang Liu, Jia Liu, Xu Tang, Wenfei Gao, Donghui Li, Liang Xiao
2022	C	`conf`	Dual Unet: A Novel Siamese Network for Change Detection with Cascade Differential Fusion. IGARSS Kaixuan Jiang, Jia Liu, Fang Liu, Wenhua Zhang, Yangguang Liu, Jiao Shi
2022	J	`jnl`	Evolving Connections in Group of Neurons for Robust Learning. IEEE Trans. Cybern. Jia Liu, Maoguo Gong, Liang Xiao, Wenhua Zhang, Fang Liu
2022	J	`jnl`	Joint Variation Learning of Fusion and Difference Features for Change Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Kaixuan Jiang, Wenhua Zhang, Jia Liu, Fang Liu, Liang Xiao
2022	J	`jnl`	Meta-Hashing for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. Xu Tang, Yuqun Yang, Jingjing Ma, Yiu-ming Cheung, Chao Liu, Fang Liu, Xiangrong Zhang, Licheng Jiao
2022	C	`conf`	Spatial-Adaptive and Feature-Enhanced Siamese Network for Change Detection. IGARSS Yangguang Liu, Fang Liu, Jia Liu, Xu Tang, Kaixuan Jiang, Liang Xiao
2022	J	`jnl`	dual unet: a novel siamese network for change detection with cascade differential fusion. CoRR Kaixuan Jiang, Ja Liu, Fang Liu, Wenhua Zhang, Yangguang Liu
2021	J	`jnl`	Attention Consistent Network for Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xu Tang, Qiushuo Ma, Xiangrong Zhang, Fang Liu, Jingjing Ma, Licheng Jiao
2021	J	`jnl`	Deep Hash Learning for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. Chao Liu, Jingjing Ma, Xu Tang, Fang Liu, Xiangrong Zhang, Licheng Jiao
2021	J	`jnl`	Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial-Spectral Attention Network. IEEE Trans. Geosci. Remote. Sens. Xu Tang, Fanbo Meng, Xiangrong Zhang, Yiu-ming Cheung, Jingjing Ma, Fang Liu, Licheng Jiao
2021	J	`jnl`	Large-Scope PolSAR Image Change Detection Based on Looking-Around-and-Into Mode. IEEE Trans. Geosci. Remote. Sens. Fang Liu, Xu Tang, Xiangrong Zhang, Licheng Jiao, Jia Liu
2020	C	`conf`	Hyperspectral Image Classification Based on Multiscale Spatial and Spectral Feature Network. IGARSS Xu Tang, Fanbo Meng, Jingjing Ma, Xiangrong Zhang, Fang Liu, Qunnie Peng, Licheng Jiao
2019	J	`jnl`	Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images. IEEE Trans. Neural Networks Learn. Syst. Fang Liu, Licheng Jiao, Xu Tang, Shuyuan Yang, Wenping Ma, Biao Hou
2019	J	`jnl`	Task-Oriented GAN for PolSAR Image Classification and Clustering. IEEE Trans. Neural Networks Learn. Syst. Fang Liu, Licheng Jiao, Xu Tang
2016	J	`jnl`	POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information. IEEE Trans. Geosci. Remote. Sens. Fang Liu, Licheng Jiao, Biao Hou, Shuyuan Yang
2016	J	`jnl`	Wishart Deep Stacking Network for Fast POLSAR Image Classification. IEEE Trans. Image Process. Licheng Jiao, Fang Liu