Xichuan Zhou

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 67

Top Topics

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Mahmood Ashraf, Xichuan Zhou, Gemine Vivone, Lihui Chen, Rong Chen, Reza Seifi Majdard
Spatial-Spectral BERT for Hyperspectral Image Classification. Remote. Sens. 16 (3) (2024)
Xichuan Zhou, Xuan Zou, Xiangfei Shen, Wenjia Wei, Xia Zhu, Haijun Liu
BTC-Net: Efficient Bit-Level Tensor Data Compression Network for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yingjun Xia, Jianjiang Luo, Peng Yin, Dengwei Yan, Xichuan Zhou, Amine Bermak, Fang Tang
Theory and Low-Power Design of Moving Accumulative Sign Filter. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (6) (2024)
Xichuan Zhou, Fu Liang, Lihui Chen, Haijun Liu, Qianqian Song, Gemine Vivone, Jocelyn Chanussot
MeSAM: Multiscale Enhanced Segment Anything Model for Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Mahmood Ashraf, Lihui Chen, Xichuan Zhou, Muhammad Allah Rakha
A Joint Architecture of Mixed-Attention Transformer and Octave Module for Hyperspectral Image Denoising. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Haijun Liu, Xi Su, Xiangfei Shen, Xichuan Zhou
MSNet: Self-Supervised Multiscale Network With Enhanced Separation Training for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Tengxiao Wang, Min Tian, Zhengqing Zhong, Haibing Wang, Junxian He, Fang Tang, Xichuan Zhou, Shuangming Yu, Nanjian Wu, Liyuan Liu, Cong Shi
27μJ/image Digital Edge Neuromorphic Chip with On-Chip 802 Frame/s Multi-Layer Spiking Neural Network Learning. A-SSCC (2023)
Xichuan Zhou, Rui Ding, Yuxiao Wang, Wenjia Wei, Haijun Liu
Cellular Binary Neural Network for Accurate Image Classification and Semantic Segmentation. IEEE Trans. Multim. 25 (2023)
Zhengqing Zhong, Tengxiao Wang, Haibing Wang, Zhihua Zhou, Junxian He, Fang Tang, Xichuan Zhou, Shuangming Yu, Liyuan Liu, Nanjian Wu, Min Tian, Cong Shi
Live Demonstration: Face Recognition at The Edge Using Fast On-Chip Deep Learning Neuromorphic Chip. AICAS (2023)
Xichuan Zhou, Dongshan Lei, Chunqiao Long, Jing Nie, Haijun Liu
InfraNet: Accurate forehead temperature measurement framework for people in the wild with monocular thermal infrared camera. Neural Networks 166 (2023)
Jialong Liu, Xichuan Zhou, Zhenlong Wan, Xuefei Yang, Wei He, Rulong He, Yingcheng Lin
Multi-Scale FPGA-Based Infrared Image Enhancement by Using RGF and CLAHE. Sensors 23 (19) (2023)
Xiangfei Shen, Lihui Chen, Haijun Liu, Xi Su, Wenjia Wei, Xia Zhu, Xichuan Zhou
Efficient Hyperspectral Sparse Regression Unmixing With Multilayers. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xiangfei Shen, Haijun Liu, Jing Nie, Xichuan Zhou
Matrix Factorization With Framelet and Saliency Priors for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Cong Shi, Junxian He, Shrinivas J. Pundlik, Xichuan Zhou, Nanjian Wu, Gang Luo
Low-cost real-time VLSI system for high-accuracy optical flow estimation using biological motion features and random forests. Sci. China Inf. Sci. 66 (5) (2023)
Tengxiao Wang, Haibing Wang, Junxian He, Zhengqing Zhong, Fang Tang, Xichuan Zhou, Shuangming Yu, Liyuan Liu, Nanjian Wu, Min Tian, Cong Shi
MorphBungee: An Edge Neuromorphic Chip for High-Accuracy On-Chip Learning of Multiple-Layer Spiking Neural Networks. BioCAS (2022)
Xiangfei Shen, Haijun Liu, Xinzheng Zhang, Kai Qin, Xichuan Zhou
Superpixel-Guided Local Sparsity Prior for Hyperspectral Sparse Regression Unmixing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Haibing Wang, Zhen He, Tengxiao Wang, Junxian He, Xichuan Zhou, Ying Wang, Liyuan Liu, Nanjian Wu, Min Tian, Cong Shi
TripleBrain: A Compact Neuromorphic Hardware Core With Fast On-Chip Self-Organizing and Reinforcement Spike-Timing Dependent Plasticity. IEEE Trans. Biomed. Circuits Syst. 16 (4) (2022)
Xichuan Zhou, Rui Ding, Haijun Liu
LC-BiDet: Laterally Connected Binary Detector With Efficient Image Processing. IEEE Signal Process. Lett. 29 (2022)
Xiangfei Shen, Haijun Liu, Jian Qin, Fangyuan Ge, Xichuan Zhou
Toward Weak Signal Analysis in Hyperspectral Data: An Efficient Unmixing Perspective. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Fenglei Chen, Haijun Liu, Zhihong Zeng, Xichuan Zhou, Xiaoheng Tan
BES-Net: Boundary Enhancing Semantic Context Network for High-Resolution Image Semantic Segmentation. Remote. Sens. 14 (7) (2022)
Zhen He, Cong Shi, Tengxiao Wang, Ying Wang, Min Tian, Xichuan Zhou, Ping Li, Liyuan Liu, Nanjian Wu, Gang Luo
A Low-Cost FPGA Implementation of Spiking Extreme Learning Machine With On-Chip Reward-Modulated STDP Learning. IEEE Trans. Circuits Syst. II Express Briefs 69 (3) (2022)
Tengxiao Wang, Cong Shi, Xichuan Zhou, Yingcheng Lin, Junxian He, Ping Gan, Ping Li, Ying Wang, Liyuan Liu, Nanjian Wu, Gang Luo
CompSNN: A lightweight spiking neural network based on spatiotemporally compressive spike features. Neurocomputing 425 (2021)
Xichuan Zhou, Kui Liu, Cong Shi, Haijun Liu, Ji Liu
Optimizing Information Theory Based Bitwise Bottlenecks for Efficient Mixed-Precision Activation Quantization. AAAI (2021)
Yingcheng Lin, Rui Li, Wei He, Xichuan Zhou, Junxian He, Ping Li, Liyuan Liu, Nanjian Wu, Cong Shi
A Pixel-Parallel Array Processor without Computational Logic for Computational Image Sensors. ICTA (2021)
Haijun Liu, Xiaoheng Tan, Xichuan Zhou
Parameter Sharing Exploration and Hetero-Center Triplet Loss for Visible-Thermal Person Re-Identification. IEEE Trans. Multim. 23 (2021)
Ling Zhang, Jing Yang, Cong Shi, Yingcheng Lin, Wei He, Xichuan Zhou, Xu Yang, Liyuan Liu, Nanjian Wu
A Cost-Efficient High-Speed VLSI Architecture for Spiking Convolutional Neural Network Inference Using Time-Step Binary Spike Maps. Sensors 21 (18) (2021)
Kai Qin, Fangyuan Ge, Yingjun Zhao, Ling Zhu, Ming Li, Cong Shi, Dong Li, Xichuan Zhou
Hapke Data Augmentation for Deep Learning-Based Hyperspectral Data Analysis With Limited Samples. IEEE Geosci. Remote. Sens. Lett. 18 (5) (2021)
Haijun Liu, Yanxia Chai, Xiaoheng Tan, Dong Li, Xichuan Zhou
Strong but Simple Baseline With Dual-Granularity Triplet Loss for Visible-Thermal Person Re-Identification. IEEE Signal Process. Lett. 28 (2021)
Wei He, Jie Zhang, Yingcheng Lin, Xichuan Zhou, Ping Li, Liyuan Liu, Nanjian Wu, Cong Shi
A Low-Cost High-Speed Object Tracking VLSI System Based on Unified Textural and Dynamic Compressive Features. IEEE Trans. Circuits Syst. II Express Briefs 68 (3) (2021)
Haibing Wang, Zhen He, Jinsong Rao, Tengxiao Wang, Junxian He, Min Tian, Xichuan Zhou, Liyuan Liu, Nanjian Wu, Cong Shi
TripleBrain: An Edge Neuromorphic Architecture for High-accuracy Single-layer Spiking Neural Network with On-chip Self-organizing and Reinforcement Learning. ICTA (2021)
Shuai Zhang, Fangyuan Ge, Rui Ding, Haijun Liu, Xichuan Zhou
Learning to Binarize Convolutional Neural Networks with Adaptive Neural Encoder. IJCNN (2021)
Xichuan Zhou, Zhenghua Zhou, Zhengqing Zhong, Jianyi Yu, Tengxiao Wang, Min Tian, Ying Jiang, Cong Shi
A Heterogeneous Spiking Neural Network for Computationally Efficient Face Recognition. ISCAS (2021)
Yixing Li, Shuai Zhang, Xichuan Zhou, Fengbo Ren
Build a compact binary neural network through bit-level sensitivity and data pruning. Neurocomputing 398 (2020)
Xinzheng Zhang, Guo Liu, Ce Zhang, Peter M. Atkinson, Xiaoheng Tan, Xin Jian, Xichuan Zhou, Yongming Li
Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection. Remote. Sens. 12 (3) (2020)
Haijun Liu, Yanxia Chai, Xiaoheng Tan, Dong Li, Xichuan Zhou
Strong but Simple Baseline with Dual-Granularity Triplet Loss for Visible-Thermal Person Re-Identification. CoRR (2020)
Fang Tang, Zhipeng Li, Tongbei Yang, Lai Zhang, Xichuan Zhou, Shengdong Hu, Zhi Lin, Ping Li, Bo Wang, Amine Bermak
A Noise-Reduced Light-to-Frequency Converter for Sub-0.1% Perfusion Index Blood SpO$_{\text 2}$ Sensing. IEEE Trans. Biomed. Circuits Syst. 14 (5) (2020)
Fuxiang Huang, Lei Zhang, Yang Yang, Xichuan Zhou
Probability Weighted Compact Feature for Domain Adaptive Retrieval. CVPR (2020)
Fuxiang Huang, Lei Zhang, Yang Yang, Xichuan Zhou
Probability Weighted Compact Feature for Domain Adaptive Retrieval. CoRR (2020)
Zheyu Yan, Yiyu Shi, Wang Liao, Masanori Hashimoto, Xichuan Zhou, Cheng Zhuo
When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies. ASP-DAC (2020)
Xichuan Zhou, Yicong Peng, Chunqiao Long, Fengbo Ren, Cong Shi
MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time. ICML (2020)
Xichuan Zhou, Yicong Peng, Chunqiao Long, Fengbo Ren, Cong Shi
MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time. CoRR (2020)
Yingcheng Lin, Rui Li, Wei He, Xichuan Zhou, Junxian He, Ping Li, Ying Jiang, Liyuan Liu, Nanjian Wu, Cong Shi
A High-speed Low-cost CNN Inference Accelerator for Depthwise Separable Convolution. ICTA (2020)
Xinzheng Zhang, Guo Liu, Ce Zhang, Peter M. Atkinson, Xiaoheng Tan, Xin Jian, Xichuan Zhou, Yongming Li
Two-Phase Object-Based Deep Learning for Multi-temporal SAR Image Change Detection. CoRR (2020)
Wei He, Jinguo Huang, Tengxiao Wang, Yingcheng Lin, Junxian He, Xichuan Zhou, Ping Li, Ying Wang, Nanjian Wu, Cong Shi
A High-Speed Low-Cost VLSI System Capable of On-Chip Online Learning for Dynamic Vision Sensor Data Classification. Sensors 20 (17) (2020)
Xichuan Zhou, Kui Liu, Cong Shi, Haijun Liu, Ji Liu
Neural Network Activation Quantization with Bitwise Information Bottlenecks. CoRR (2020)
Dong Li, Haining Ma, Hongqing Liu, Zhanye Chen, Jia Su, Xichuan Zhou, Wei Li, Zhijun Yang
An Efficient Ground Manoeuvring Target Refocusing Method Based on Principal Component Analysis and Motion Parameter Estimation. Remote. Sens. 12 (3) (2020)
Junxian He, Xichuan Zhou, Yingcheng Lin, Chonglei Sun, Cong Shi, Nanjian Wu, Gang Luo
20, 000-fps Visual Motion Magnification on Pixel-parallel Vision Chip. ASICON (2019)
Jianxin Cao, Shujun Liu, Hongqing Liu, Xiao-heng Tan, Xichuan Zhou
Sparse representation of classified patches for CS-MRI reconstruction. Neurocomputing 339 (2019)
Xinzheng Zhang, Jili Xia, Xiaoheng Tan, Xichuan Zhou, Tao Wang
PolSAR Image Classification via Learned Superpixels and QCNN Integrating Color Features. Remote. Sens. 11 (15) (2019)
Zheyu Yan, Yiyu Shi, Wang Liao, Masanori Hashimoto, Xichuan Zhou, Cheng Zhuo
When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies. CoRR (2019)
Yujie Feng, Fan Yang, Xichuan Zhou, Yanli Guo, Fang Tang, Fengbo Ren, Jishun Guo, Shuiwang Ji
A Deep Learning Approach for Targeted Contrast-Enhanced Ultrasound Based Prostate Cancer Detection. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (6) (2019)
Xichuan Zhou, Lang Xu, Shujun Liu, Yingcheng Lin, Lei Zhang, Cheng Zhuo
An Efficient Compressive Convolutional Network for Unified Object Detection and Image Compression. AAAI (2019)
Jinguo Huang, Yingcheng Lin, Wei He, Xichuan Zhou, Cong Shi, Nanjian Wu, Gang Luo
High-speed Classification of AER Data Based on a Low-cost Hardware System. ASICON (2019)
Fang Tang, Zhou Shu, Mingdong Li, Yi Hu, Xichuan Zhou, Shengdong Hu, Zhi Lin, Ping Gan, Tiancong Huang, Amine Bermak
Sensing. IEEE Trans. Biomed. Circuits Syst. 13 (1) (2019)
Xichuan Zhou, Nian Liu, Fang Tang, Yingjun Zhao, Kai Qin, Lei Zhang, Dong Li
A deep manifold learning approach for spatial-spectral classification with limited labeled training samples. Neurocomputing 331 (2019)
Xichuan Zhou, Shengli Li, Fang Tang, Shengdong Hu, Zhi Lin, Lei Zhang
DANoC: An Efficient Algorithm and Hardware Codesign of Deep Neural Networks on Chip. IEEE Trans. Neural Networks Learn. Syst. 29 (7) (2018)
Shujun Liu, Jianxin Cao, Guoqing Wu, Hongqing Liu, Xiao-heng Tan, Xichuan Zhou
CS-MRI reconstruction via group-based eigenvalue decomposition and estimation. Neurocomputing 283 (2018)
Shujun Liu, Jianxin Cao, Hongqing Liu, Xiao-heng Tan, Xichuan Zhou
Group sparsity with orthogonal dictionary and nonconvex regularization for exact MRI reconstruction. Inf. Sci. (2018)
Fang Tang, Zhongjie Wang, Yingjun Xia, Fan Liu, Xichuan Zhou, Shengdong Hu, Zhi Lin, Amine Bermak
An Area-Efficient Column-Parallel Digital Decimation Filter With Pre-BWI Topology for CMOS Image Sensor. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2018)
Yongming Li, Tingjie Xie, Pin Wang, Jie Wang, Shujun Liu, Xichuan Zhou, Xinzheng Zhang
Joint spectral-spatial hyperspectral image classification based on hierarchical subspace switch ensemble learning algorithm. Appl. Intell. 48 (11) (2018)
Xichuan Zhou, Fan Yang, Yujie Feng, Qin Li, Fang Tang, Shengdong Hu, Zhi Lin, Lei Zhang
A Spatial-Temporal Method to Detect Global Influenza Epidemics Using Heterogeneous Data Collected from the Internet. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (3) (2018)
Shujun Liu, Jianxin Cao, Hongqing Liu, Xichuan Zhou, Kui Zhang, Zhengzhou Li
MRI reconstruction via enhanced group sparsity and nonconvex regularization. Neurocomputing 272 (2018)
Ting Yang, Shujun Liu, Hongqing Liu, Ming-Chun Tang, Xiao-heng Tan, Xichuan Zhou
Noise benefits parameter estimation in LMMSE sense. Digit. Signal Process. 73 (2018)
Xichuan Zhou, Shengli Li, Fang Tang, Kai Qin, Shengdong Hu, Shujun Liu
Deep Learning With Grouped Features for Spatial Spectral Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 14 (1) (2017)
Xichuan Zhou, Shengli Li, Kai Qin, Kunping Li, Fang Tang, Shengdong Hu, Shujun Liu, Zhi Lin
Deep Adaptive Network: An Efficient Deep Neural Network with Sparse Binary Connections. CoRR (2016)
Xichuan Zhou, Fang Tang, Qin Li, Shengdong Hu, Guojun Li, Yunjian Jia, Xinke Li, Yujie Feng
Global influenza surveillance with Laplacian multidimensional scaling. Frontiers Inf. Technol. Electron. Eng. 17 (5) (2016)
Fang Tang, Shiping Li, Bo Wang, Amine Bermak, Xichuan Zhou, Shengdong Hu
A Low Power Class-AB Audio Power Amplifier With Dynamic Transconductance Compensation in 55 nm CMOS Process. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2016)
Xichuan Zhou, Qin Li, Han Zhao, Shengli Li, Lei Yu, Fang Tang, Shengdong Hu, Guojun Li, Yujie Feng
Assessing Google Correlate Queries for Influenza H1N1 Surveillance in Asian Developing Countries. CoRR (2015)
Shengli Li, Xichuan Zhou
Research of the Correlation between the H1N1 Morbidity Data and Google Trends in Egypt. CoRR (2015)
Xichuan Zhou, Qin Li, Zhenglin Zhu, Han Zhao, Hao Tang, Yujie Feng
Monitoring Epidemic Alert Levels by Analyzing Internet Search Volume. IEEE Trans. Biomed. Eng. 60 (2) (2013)
Xichuan Zhou, Hai-bin Shen, Zhiyong Huang, Guo-jun Li
Largemargin classification for combating disguise attacks on spam filters. J. Zhejiang Univ. Sci. C 13 (3) (2012)
Xichuan Zhou, Ping Gan, Chao Yan, Guojun Li
Towards the Optimal Discriminant Subspace. Web Intelligence (2012)
Xichuan Zhou, Hai-bin Shen, Jieping Ye
Integrating outlier filtering in large margin training. J. Zhejiang Univ. Sci. C 12 (5) (2011)
Xichuan Zhou, Jieping Ye, Yujie Feng
Tuberculosis Surveillance by Analyzing Google Trends. IEEE Trans. Biomed. Eng. 58 (8) (2011)
Xichuan Zhou, Hai-bin Shen
Notifiable infectious disease surveillance with data collected by search engine. J. Zhejiang Univ. Sci. C 11 (4) (2010)