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NDPNet: A novel non-linear data projection network for few-shot fine-grained image classification


Jul 09, 2021
Weichuan Zhang, Xuefang Liu, Zhe Xue, Yongsheng Gao, Changming Sun


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Feature Fusion Vision Transformer for Fine-Grained Visual Categorization


Jul 07, 2021
Jun Wang, Xiaohan Yu, Yongsheng Gao

* 9 pages, 2 figures, 3 tables 

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Image Feature Information Extraction for Interest Point Detection: A Comprehensive Review


Jul 06, 2021
Junfeng Jing, Tian Gao, Weichuan Zhang, Yongsheng Gao, Changming Sun


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Feature Fusion Vision Transformer Fine-Grained Visual Categorization


Jul 06, 2021
Jun Wang, Xiaohan Yu, Yongsheng Gao

* 9 pages, 2 figures, 3 tables 

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EAR-NET: Error Attention Refining Network For Retinal Vessel Segmentation


Jul 03, 2021
Jun Wang, Xiaohan Yu, Yongsheng Gao

* 10 pages, 3 figures 

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Mask guided attention for fine-grained patchy image classification


Feb 04, 2021
Jun Wang, Xiaohan Yu, Yongsheng Gao

* 5 pages, two figures, 4 tables 

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Multi-layer Feature Aggregation for Deep Scene Parsing Models


Nov 04, 2020
Litao Yu, Yongsheng Gao, Jun Zhou, Jian Zhang, Qiang Wu


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Parameter Efficient Deep Neural Networks with Bilinear Projections


Nov 03, 2020
Litao Yu, Yongsheng Gao, Jun Zhou, Jian Zhang

* IEEE Transactions on Neural Networks and Learning Systems 2020 

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A Generalized Kernel Risk Sensitive Loss for Robust Two-Dimensional Singular Value Decomposition


May 10, 2020
Miaohua Zhang, Yongsheng Gao


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A Unified Weight Learning and Low-Rank Regression Model for Robust Face Recognition


May 10, 2020
Miaohua Zhang, Yongsheng Gao, Fanhua Shang


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Robust Tensor Decomposition for Image Representation Based on Generalized Correntropy


May 10, 2020
Miaohua Zhang, Yongsheng Gao, Changming Sun, Michael Blumenstein

* 13 pages 

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A Robust Matching Pursuit Algorithm Using Information Theoretic Learning


May 10, 2020
Miaohua Zhang, Yongsheng Gao, Changming Sun, Michael Blumenstein

* Accepted by "Pattern Recognition" 

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Deep Residual-Dense Lattice Network for Speech Enhancement


Feb 27, 2020
Mohammad Nikzad, Aaron Nicolson, Yongsheng Gao, Jun Zhou, Kuldip K. Paliwal, Fanhua Shang

* 8 pages, Accepted by AAAI-2020 

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Patchy Image Structure Classification Using Multi-Orientation Region Transform


Dec 02, 2019
Xiaohan Yu, Yang Zhao, Yongsheng Gao, Shengwu Xiong, Xiaohui Yuan

* Accepted by AAAI 2020 

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From Species to Cultivar: Soybean Cultivar Recognition using Multiscale Sliding Chord Matching of Leaf Images


Oct 11, 2019
Bin Wang, Yongsheng Gao, Xiaohan Yu, Xiaohui Yuan, Shengwu Xiong, Xianzhong Feng

* 33 pages, 8 figures 

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MobileFAN: Transferring Deep Hidden Representation for Face Alignment


Aug 11, 2019
Yang Zhao, Yifan Liu, Chunhua Shen, Yongsheng Gao, Shengwu Xiong


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Robust Facial Landmark Localization Based on Texture and Pose Correlated Initialization


May 15, 2018
Yiyun Pan, Junwei Zhou, Yongsheng Gao, Shengwu Xiong


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Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation


Dec 27, 2017
Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia, Jocelyn Chanussot, Yongsheng Gao

* Submitted for Journal (Version 2) 

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On the Sampling Strategy for Evaluation of Spectral-spatial Methods in Hyperspectral Image Classification


May 19, 2016
Jie Liang, Jun Zhou, Yuntao Qian, Lian Wen, Xiao Bai, Yongsheng Gao


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Face Recognition using Optimal Representation Ensemble


Oct 03, 2011
Hanxi Li, Chunhua Shen, Yongsheng Gao

* 36-page draft for IEEE Transactions on Image Processing (TIP) 

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