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AEKAN: Exploring Superpixel-Based AutoEncoder Kolmogorov-Arnold Network for Unsupervised Multimodal Change Detection

IEEE Transactions on Geoscience and Remote Sensing
2025 | Journal article
Contributors: Tongfei Liu; Jianjian Xu; Tao Lei; Yingbo Wang; Xiaogang Du; Weichuan Zhang; Zhiyong Lv; Maoguo Gong
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Crossref

Balanced feature fusion collaborative training for semi-supervised medical image segmentation

Pattern Recognition
2025 | Journal article
Contributors: Zhao, Zhongda; Wang, Haiyan; Lei, Tao; Wang, Xuan; Shen, Xiaohong; Yao, Haiyang
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Hierarchical Feature Alignment-based Progressive Addition Network for Multimodal Change Detection

Pattern Recognition
2025-06 | Journal article
Contributors: Tongfei Liu; Yan Pu; Tao Lei; Jianjian Xu; Maoguo Gong; Lifeng He; Asoke K. Nandi
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Unified Feature Consistency of Under-Performing Pixels and Valid Regions for Semi-Supervised Medical Image Segmentation

IEEE Transactions on Radiation and Plasma Medical Sciences
2025-02 | Journal article
Contributors: Tao Lei; Yi Wang; Xingwu Wang; Xuan Wang; Bin Hu; Asoke K. Nandi
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Iterative Sample Generation and Balance Approach for Improving Hyperspectral Remote Sensing Imagery Classification With Deep Learning Network

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
Contributors: Zhiyong Lv; Pengfei Zhang; Linfu Xie; Jón Atli Benediktsson; Tao Lei
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Lightweight Structure-Aware Transformer Network for Remote Sensing Image Change Detection

IEEE Geoscience and Remote Sensing Letters
2024 | Journal article
Contributors: Tao Lei; Yetong Xu; Hailong Ning; Zhiyong Lv; Chongdan Min; Yaochu Jin; Asoke K. Nandi
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On Multichannel Coherent-to-Diffuse Power Ratio Estimation

IEEE Sensors Journal
2024 | Journal article
Contributors: Qian Xiang; Tao Lei; Chao Pan; Jingdong Chen; Jacob Benesty
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Sample Iterative Enhancement Approach for Improving Classification Performance of Hyperspectral Imagery

IEEE Geoscience and Remote Sensing Letters
2024 | Journal article
Contributors: Zhiyong Lv; Pengfei Zhang; Weiwei Sun; Tao Lei; Jón Atli Benediktsson; Peng Li
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SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed Images

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
Contributors: Yue Yang; Tao Chen; Tao Lei; Bo Du; Asoke K. Nandi; Antonio Plaza
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Semi-Supervised 3D Medical Image Segmentation Using Multi-Consistency Learning With Fuzzy Perception-Guided Target Selection

IEEE Transactions on Radiation and Plasma Medical Sciences
2024 | Journal article
Contributors: Tao Lei; Wenbiao Song; Weichuan Zhang; Xiaogang Du; Chenxia Li; Lifeng He; Asoke K. Nandih
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Spatial–Spectral Similarity Based on Adaptive Region for Landslide Inventory Mapping With Remote-Sensed Images

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
Contributors: Zhiyong Lv; Tianyv Yang; Tao Lei; Wenming Zhou; Zhou Zhang; Zhenzhen You
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CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation

Proceedings of the Thirty-second International Joint Conference on Artificial Intelligence, Ijcai
2023 | Journal article
Contributors: Lei, Tao; Sun, Rui; Wang, Xuan; Wang, Yingbo; He, Xi; Nandi, Asoke
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CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation

ArXiv
2023 | Journal article
Contributors: Lei, Tao; Sun, Rui; Wang, Xuan; Wang, Yingbo; He, Xi; Nandi, Asoke
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Hierarchical Attention Feature Fusion-Based Network for Land Cover Change Detection With Homogeneous and Heterogeneous Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing
2023 | Journal article
Contributors: Zhiyong Lv; Jie Liu; Weiwei Sun; Tao Lei; Jón Atli Benediktsson; Xiuping Jia
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Lightweight Structure-aware Transformer Network for VHR Remote Sensing Image Change Detection

ArXiv
2023 | Journal article
Contributors: Lei, Tao; Xu, Yetong; Ning, Hailong; Lv, Zhiyong; Min, Chongdan; Jin, Yaochu; Nandi, Asoke K
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MGU-Net: a multiscale gate attention encoder-decoder network for medical image segmentation

International Journal of Computer Applications in Technology
2023 | Journal article
Contributors: Liu, Le; Chen, Qi; Su, Jian; Du, Xiao Gang; Lei, Tao; Wan, Yong
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Multi-point attention-based semi-supervised learning for diabetic retinopathy classification

Biomedical Signal Processing and Control
2023 | Journal article
Contributors: Zhang, Chenrui; Chen, Ping; Lei, Tao
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Novel Enhanced UNet for Change Detection Using Multimodal Remote Sensing Image

IEEE Geoscience and Remote Sensing Letters
2023 | Journal article
Contributors: Zhiyong Lv; Haitao Huang; Weiwei Sun; Tao Lei; Jón Atli Benediktsson; Junhuai Li
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Novel Land-Cover Classification Approach With Nonparametric Sample Augmentation for Hyperspectral Remote-Sensing Images

IEEE Transactions on Geoscience and Remote Sensing
2023 | Journal article
Contributors: Zhiyong Lv; Pengfei Zhang; Weiwei Sun; Jón Atli Benediktsson; Tao Lei
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Quantum classifiers for domain adaptation

Quantum Information Processing
2023 | Journal article
Contributors: He, Xi; Du, Feiyu; Xue, Mingyuan; Du, Xiaogang; Lei, Tao; Nandi, A. K.
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Residual Inter-slice Feature Learning for 3D Organ Segmentation

2023 | Book chapter
Contributors: Junming Zhang; Jian Su; Tao Lei; Xiaogang Du; Yong Wan; Chenxia Li; Sijia Wen; Weiqiang Zhao
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Scale-wise interaction fusion and knowledge distillation network for aerial scene recognition

CAAI Transactions on Intelligence Technology
2023 | Journal article
Contributors: Ning, Hailong; Lei, Tao; An, Mengyuan; Sun, Hao; Hu, Zhanxuan; Nandi, Asoke K.
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SGU-Net: Shape-Guided Ultralight Network for Abdominal Image Segmentation

IEEE Journal of Biomedical and Health Informatics
2023 | Journal article
Contributors: Tao Lei; Rui Sun; Xiaogang Du; Huazhu Fu; Changqing Zhang; Asoke K. Nandi
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Smart Traffic Navigation System for Fault-Tolerant Edge Computing of Internet of Vehicle in Intelligent Transportation Gateway

IEEE Transactions on Intelligent Transportation Systems
2023 | Journal article
Contributors: Shuangming Yang; Jiangtong Tan; Tao Lei; Bernabe Linares-Barranco
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Spatial-Contextual Information Utilization Framework for Land Cover Change Detection With Hyperspectral Remote Sensed Images

IEEE Transactions on Geoscience and Remote Sensing
2023 | Journal article
Contributors: Zhiyong Lv; Ming Zhang; Weiwei Sun; Jón Atli Benediktsson; Tao Lei; Nicola Falco
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Spike-driven multi-scale learning with hybrid mechanisms of spiking dendrites

Neurocomputing
2023 | Journal article
Contributors: Yang, Shuangming; Pang, Yanwei; Wang, Haowen; Lei, Tao; Pan, Jing; Wang, Jian; Jin, Yaochu
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TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation

ArXiv
2023 | Journal article
Contributors: Sun, Rui; Lei, Tao; Zhang, Weichuan; Wan, Yong; Xia, Yong; Nandi, Asoke K.
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Toward high-end lead-free ceramics for energy storage: Na0.5Bi0.5TiO3-based relaxor ferroelectrics with simultaneously enhanced energy density and efficiency

Materials Today Energy
2023 | Journal article
Contributors: Yuan, Qibin; Zhan, Shili; Li, Yixuan; Wang, Yifei; Yang, Haibo; Zhou, Jia-Jun; Li, Zhao; Jing, Hongmei; Yao, Fang-Zhou; Lei, Tao
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Triple Change Detection Network via Joint Multifrequency and Full-Scale Swin-Transformer for Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing
2023 | Journal article
Contributors: Dinghua Xue; Tao Lei; Shuangming Yang; Zhiyong Lv; Tongfei Liu; Yaochu Jin; Asoke K. Nandi
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Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing
2023 | Journal article
Contributors: Tao Lei; Xinzhe Geng; Hailong Ning; Zhiyong Lv; Maoguo Gong; Yaochu Jin; Asoke K. Nandi
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Shape-Guided Dual Consistency Semi-Supervised Learning Framework for 3-D Medical Image Segmentation

IEEE Transactions on Radiation and Plasma Medical Sciences
2023-09 | Journal article
Contributors: Tao Lei; Hulin Liu; Yong Wan; Chenxia Li; Yong Xia; Asoke K. Nandi
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C-RISE: A Post-Hoc Interpretation Method of Black-Box Models for SAR ATR

Remote Sensing
2023-06-14 | Journal article
Contributors: Mingzhe Zhu; Jie Cheng; Tao Lei; Zhenpeng Feng; Xianda Zhou; Yuanjing Liu; Zhihan Chen
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Semi-Supervised Medical Image Segmentation Using Adversarial Consistency Learning and Dynamic Convolution Network

IEEE Transactions on Medical Imaging
2023-05 | Journal article
Contributors: Tao Lei; Dong Zhang; Xiaogang Du; Xuan Wang; Yong Wan; Asoke K. Nandi
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C-RISE: A Post-hoc Interpretation Method of Black-box Models for SAR ATR

2023-04-21 | Preprint
Contributors: Mingzhe Zhu; Jie Cheng; Tao Lei; Zhenpeng Feng; Xianda Zhou; Yuanjing Liu; Zhihan Chen
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grade
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Efficient Dynamic Reconfigurable CNN Accelerator for Edge Intelligence Computing on FPGA

Information
2023-03-20 | Journal article
Contributors: Kaisheng Shi; Mingwei Wang; Xin Tan; Qianghua Li; Tao Lei
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grade
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<i>What</i><i>-Where</i><i>-When</i> Attention Network for video-based person re-identification

Neurocomputing
2022 | Journal article
Contributors: Zhang, Chenrui; Chen, Ping; Lei, Tao; Wu, Yangxu; Meng, Hongying
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AL-Net: Asymmetric Lightweight Network for Medical Image Segmentation

Frontiers in Signal Processing
2022 | Journal article
Contributors: Du, Xiaogang; Nie, Yinyin; Wang, Fuhai; Lei, Tao; Wang, Song; Zhang, Xuejun
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Diabetic Retinopathy Grading by a Source-Free Transfer Learning Approach

Biomedical Signal Processing and Control
2022 | Journal article
Contributors: Zhang, Chenrui; Lei, Tao; Chen, Ping
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Difference Enhancement and Spatial–Spectral Nonlocal Network for Change Detection in VHR Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing
2022 | Journal article
Contributors: Tao Lei; Jie Wang; Hailong Ning; Xingwu Wang; Dinghua Xue; Qi Wang; Asoke K. Nandi
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Feature-level fusion based on spatial-temporal of pervasive EEG for depression recognition

Computer Methods and Programs in Biomedicine
2022 | Journal article
Contributors: Zhang, Bingtao; Wei, Dan; Yan, Guanghui; Lei, Tao; Cai, Haishu; Yang, Zhifei
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GLOBAL EVOLUTION NEURAL NETWORK FOR SEGMENTATION OF REMOTE SENSING IMAGES

IEEE International Conference on Acoustics, Speech, and Signal Processing
2022 | Conference paper
Contributors: Geng, Xinzhe; Lei, Tao; Chen, Qi; Su, Jian; He, Xi; Wang, Qi; Nandi, Asoke K.
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Local and Global Feature Learning With Kernel Scale-Adaptive Attention Network for VHR Remote Sensing Change Detection

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2022 | Journal article
Contributors: Tao Lei; Dinghua Xue; Hailong Ning; Shuangming Yang; Zhiyong Lv; Asoke K. Nandi
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Rethinking Pooling Operation for Liver and Liver-Tumor Segmentations

Frontiers in Signal Processing
2022 | Journal article
Contributors: Lei, Junchao; Lei, Tao; Zhao, Weiqiang; Xue, Mingyuan; Du, Xiaogang; Nandi, Asoke K.
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Spatial–Spectral Attention Network Guided With Change Magnitude Image for Land Cover Change Detection Using Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing
2022 | Journal article
Contributors: Zhiyong Lv; Fengjun Wang; Guoqing Cui; Jon Atli Benediktsson; Tao Lei; Weiwei Sun
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Survey of Image Edge Detection

Frontiers in Signal Processing
2022 | Journal article
Contributors: Sun, Rui; Lei, Tao; Chen, Qi; Wang, Zexuan; Du, Xiaogang; Zhao, Weiqiang; Nandi, Asoke K.
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Dynamic Convolution Self-Attention Network for Land-Cover Classification in VHR Remote-Sensing Images

Remote Sensing
2022-10 | Journal article | Author
Contributors: Xuan Wang; Yue Zhang; Tao LEI; Yingbo Wang; Yujie Zhai; Asoke Nandi
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Multidisciplinary Digital Publishing Institute
grade
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Fuzzy STUDENT’S T-Distribution Model Based on Richer Spatial Combination

IEEE Transactions on Fuzzy Systems
2022-08 | Journal article
Contributors: Tao Lei; Xiaohong Jia; Dinghua Xue; Qi Wang; Hongying Meng; Asoke K. Nandi
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Computer-Aided Recognition Based on Decision-Level Multimodal Fusion for Depression

IEEE Journal of Biomedical and Health Informatics
2022-07 | Journal article
Contributors: Bingtao Zhang; Hanshu Cai; Yubo Song; Lei Tao; Yanlin Li
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Data-Fusion-Based Two-Stage Cascade Framework for Multimodality Face Anti-Spoofing

IEEE Transactions on Cognitive and Developmental Systems
2022-06 | Journal article
Contributors: Weihua Liu; Xiaokang Wei; Tao Lei; Xingwu Wang; Hongying Meng; Asoke K. Nandi
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Medical image segmentation using deep learning: A survey

IET Image Processing
2022-04 | Journal article
Contributors: Risheng Wang; Tao Lei; Ruixia Cui; Bingtao Zhang; Hongying Meng; Asoke K. Nandi
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Peer review (6 reviews for 3 publications/grants)

Review activity for IEEE intelligent systems. (1)
Review activity for IEEE transactions on cognitive and developmental systems. (1)
Review activity for Remote sensing. (4)