Journals Conferences Books
2021
138. Zhongyun Hua, Yongyong Chen, Han Bao, and Yicong Zhou, “Two-Dimensional Parametric Polynomial Chaotic System”, IEEE Transactions on Systems, Man and Cybernetics: Systems, in press, 2021.[pdf]
137. Anqi Zhu, Lin Zhang, Juntao Chen, and Yicong Zhou, “Pedestrian-Aware Panoramic Video Stitching Based on a Structured Camera Array”, ACM Transactions on Multimedia Computing, Communications, and Applications, in press, 2021.[pdf]
136. Jianquan Yang, Guopu Zhu, Yao Luo, Sam Kwong, Xinpeng Zhang, and Yicong Zhou, “Forensic Analysis of JPEG-domain Enhanced Images via Coefficient Likelihood Modeling”, IEEE Transactions on Circuits and Systems for Video Technology, in press, 2021.[pdf]
135. Wei Lu, Qin Zhang, Shangjun Luo, Jiwu Huang, Yicong Zhou, and Yun-Qing Shi, “Robust Estimation of Upscaling Factor on Double JPEG Compressed Images”, IEEE Transactions on Cybernetics, in press, 2021.[pdf]
134. Yao Lu, Zheng Zhang, Guangming Lu, Yicong Zhou, Jinxing Li, and David Zhang, “Addi-Reg: A Better Generalization-Optimization Trade-off Regularization Method for Convolutional Neural Networks”, IEEE Transactions on Cybernetics, in press, 2021.[pdf]
133. Yongyong Chen, Xiaolin Xiao, Zhongyun Hua, and Yicong Zhou*, “Adaptive Transition Probability Matrix Learning for Multi-view Spectral Clustering”, IEEE Transactions on Learning Systems, in press, 2021.[pdf]
132. Yongyong Chen, Xiaolin Xiao, Chong Peng, Guangming Lu, and Yicong Zhou*, “Low-Rank Tensor Graph Learning for Multi-view Subspace Clustering”, IEEE Transactions on Circuits and Systems for Video Technology, in press, 2021.[pdf]
131. Junxin Chen, Leo Yu Zhang, and Yicong Zhou*, “Re-evaluation of the Security of a Family of Image Diffusion Mechanisms”, IEEE Transactions on Circuits and Systems for Video Technology, in press, 2021. [pdf]
130. Ruijun Ma, Bob Zhang, Yicong Zhou, Zhengming Li, and Fangyuan Lei, “PID Controller Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising”, IEEE Transactions on Neural Networks and Learning Systems, in press, 2021. [pdf]
129. Wei Lu, Junjia Chen, Junhong Zhang, Jiwu Huang, Jian Weng, and Yicong Zhou, “Secure Halftone Image Steganography Based on Feature Space and Layer Embedding”, IEEE Transactions on Cybernetics, in press, 2021. [pdf]
128. Jiangtao Peng, Weiwei Sun, Fan Jiang, Hong Chen, Yicong Zhou, and Qian Du, “A General Loss based Nonnegative Matrix Factorization for Hyperspectral Unmixing”, IEEE Geoscience and Remote Sensing Letters, in press, 2021. [pdf]
127. Bing Chen, Wei Lu, Jiwu Huang, Jian Weng, and Yicong Zhou, “Secret Sharing Based Reversible Data Hiding in Encrypted Images with Multiple Data-hiders”, IEEE Transactions on Dependable and Secure Computing, in press, 2021. [pdf]
126. Sichao Fu, Weifeng Liu, Kai Zhang, and Yicong Zhou, “Example-Feature Graph Convolutional Networks for Semi-supervised Classification”, Neurocomputing, 461, 63–76, 2021. [pdf]
125. Dingxiang Wang, Xiaogang Zhang, Hua Chen, Yicong Zhou, and Fanyong Cheng, “A Sintering State Recognition Framework to Integrate Prior Knowledge and Hidden Information considering Class Imbalance”, IEEE Transactions on Industrial Electronics, 68(8), 7400–7411, 2021. [pdf]
124. Yao Lu, Guangming Lu, Yicong Zhou, Jinxing Li, Yuanrong Xu, and David Zhang “Highly Shared Convolutional Neural Networks”, Expert Systems with Applications,, 175, 114782, 2021. [pdf]
123. Junxin Chen, Lei Chen, and Yicong Zhou*, “Universal Chosen-Ciphertext Attack for a Family of Image Encryption Schemes”, IEEE Transactions on Multimedia, 23, 2372–2385, 2021. [pdf]
122. Weifeng Liu, Sichao Fu, Yicong Zhou, Zhengjun Zha, and Liqiang Nie, “Human Activity Recognition by Manifold Regularization Based Dynamic Graph Convolutional Networks”, Neurocomputing, 444, 217–225, 2021. [pdf]
121. Xiaogang Zhang, Yanying Lei, Hua Chen, Lei Zhang, and Yicong Zhou, “Multivariate Time Series Modeling for Forecasting Sintering Temperature in Rotary Kilns Using DCGNet”, IEEE Transactions on Industrial Informatics, 17(7), 4635–4645, 2021. [pdf]
120. Zhongyun Hua, Binghang, Zhou, Yinxing Zhang, and Yicong Zhou, “Modular chaotification model with FPGA implementation”, Science China Technological Sciences, 64, 1472–1484, 2021. [pdf]
119. Junxin Chen, Lei Chen, and Yicong Zhou*, “Cryptanalysis of Image Ciphers with Permutation-Substitution Network and Chaos”, IEEE Transactions on Circuits and Systems for Video Technology, 31(6), 2494–2508, 2021. [pdf]
118. Zhongyun Hua, and Yicong Zhou*, “Exponential Chaotic Model for Generating Robust Chaos”, IEEE Transactions on Systems, Man and Cybernetics: Systems, 51(6), 3713–3724, 2021. [pdf]
117. Sichao Fu, Weifeng Liu, Kai Zhang, Yicong Zhou, and Dapeng Tao, “Semi-supervised Classification by Graph p-Laplacian Convolutional Networks”, Information Sciences, 560, 92–106, 2021. [pdf]
116. Zhongyun Hua, Kuiyuan Zhang, Yuanman Li, and Yicong Zhou, “Visually Secure Image Encryption Using Adaptive-Thresholding Sparsification and Parallel Compressive Sensing”, Signal Processing, 183, 107998, 2021. [pdf]
115. Shisong Lin, Mengchao Bai, Feng Liu, Linlin Shen, and Yicong Zhou, “Orthogonalization-Guided Feature Fusion Network for Multimodal 2D+3D Facial Expression Recognition”, IEEE Transactions on Multimedia, 23, 1581–1591, 2021. [pdf]
114. Aiwen Luo, Sandip Bhattacharya, Sunandan Dutta, Yoshihiro Ochi, Mitiko Miura-Mattausch, Jian Weng, Yicong Zhou, and Hans J. Mattausch, “Surface Recognition via Force-Sensory Walking-Pattern Classification for Biped Robot”, IEEE Sensors Journal, 21(8), 10061–10072, 2021. [pdf]
113. Yongyong Chen, Shuqin Wang, Chong Peng, Zhongyun Hua, and Yicong Zhou, “Generalized Nonconvex Low-rank Tensor Approximation for Multi-view Subspace Clustering”, IEEE Transactions on Image Processing, 30, 4022–4035, 2021. [pdf]
112. Shiyu Zhao, Lin Zhang, Ying Shen, and Yicong Zhou, “RefineDNet_A_Weakly_Supervised_Refinement_Framework_for_Single_Image_Dehazing”, IEEE Transactions on Neural Networks and Learning Systems, 30, 3391–3404, 2021. [pdf]
111. Xiaolin Xiao, Yongyong Chen, Yuejiao Gong, and Yicong Zhou*, “Prior Knowledge Regularized Multi-View Self-Representation and Its Applications”, IEEE Transactions on Neural Networks and Learning Systems, 32(3), 1325–1338, 2021. [pdf]
110. Sichao Fu, Weifeng Liu, Weili Guan, Yicong Zhou, Dapeng Tao, and Changsheng Xu, “Dynamic Graph Learning Convolutional Networks for Semi-supervised Classification”, ACM Transactions on Multimedia Computing, Communications, and Applications, 17(1s), Article 4, 1–13, 2021.
109. Jiangtao Peng, Yicong Zhou, Weiwei Sun, Qian Du, and Lekang Xia, “Self-paced Nonnegative Matrix Factorization for Hyperspectral Unmixing”, IEEE Transactions on Geoscience and Remote Sensing, 59(2), 1501–1515, 2021. [pdf]
108. Weifeng Liu, Jinfeng Li, Baodi Liu, Weili Guan, Yicong Zhou, and Changsheng Xu, “Unified Cross-domain Classification via Geometric and Statistical Adaptations”, Pattern Recognition, 110, 107658, 2021. [pdf]
107. Junxin Chen, Wei Wang, Yicong Zhou, Syed Hassan Ahmed, and Wei Wei, “Exploiting 5G and Blockchain for Medical Applications of Drones”, IEEE Network, 35(1), 30–36, 2021
106. Xiaolin Xiao, Yongyong Chen, Yuejiao Gong, and Yicong Zhou, “Low-Rank Preserving t-Linear Projection for Robust Image Feature Extraction”, IEEE Transactions on Image Processing, 30, 108–120, 2021. [pdf]
2020
105. Qiu Tang, Wei Qiu, and Yicong Zhou*, “Classification of Complex Power Quality Disturbances Using Optimized S-Transform and Kernel SVM”, IEEE Transactions on Industrial Electronics, 67(11), 9715–9723, 2020. [pdf]
104. Dingxiang Wang, Xiaogang Zhang, Hua Chen, Yicong Zhou, and Fanyong Cheng, “Sintering Conditions Recognition of Rotary Kiln Based on Kernel Modification Considering Class Imbalance”, IAS Transactions, 106, 271–282, 2020. [pdf]
103. Leyuan Wu, Xiaogang Zhang, Hua Chen, and Yicong Zhou, “Unsupervised Quaternion Model for Blind Colour Image Quality Assessment”, Signal Processing, 176, 107708, 2020. [pdf]
102. Yongyong Chen, Xiaolin Xiao, and Yicong Zhou*, “Multi-view Subspace Clustering via Simultaneously Learning the Representation Tensor and Affinity Matrix”, Pattern Recognition, 106, 107441, 2020. [pdf]
101. Yongyong Chen, Jiaxue Li, and Yicong Zhou*, “Hyperspectral Image Denoising by Total Variation-Regularized Bilinear Factorization”, Signal Processing, 174, 107645, 2020. [pdf]
100. Xiaochun Cao, Yicong Zhou, and Jing-Ming Guo, “Guest Editorial Introduction to Special Section on Modern Reversible Data Hiding and Watermarking”, IEEE Transactions on Circuits and Systems for Video Technology, 30(8), 2297–2299, 2020. (Guest Editorial) [pdf]
99. Yongyong Chen, Xiaolin Xiao, and Yicong Zhou*, “Jointly Learning Kernel Representation Tensor and Affinity Matrix for Multi-view Clustering”, IEEE Transactions on Multimedia, 22(8), 1985–1997, 2020. [pdf]
98. Weifeng Liu, Yicong Zhou, Karen Panetta, Sos Agaian, “Special Section Guest Editorial: Representation Learning and Big Data Analytics for Remote Sensing”, Journal of Applied Remote Sensing, 14(3), 032601, 2020. (Guest Editorial) [pdf]
97. Weijia Cao, Yujun Mao, and Yicong Zhou*, “Designing a 2D Infinite Collapse Map for Image Encryption”, Signal Processing, 171, 107457, 2020. [pdf]
96. Rushi Lan, Huimin Lu, Yicong Zhou, Zhenbing Liu, and Xiaonan Luo, “An LBP Encoding Scheme Jointly Using Quaternionic Representation and Angular Information”, Neural Computing and Applications, 32, 4317–4323, 2020. [pdf] 
95. Junxin Chen, Lei Chen, and Yicong Zhou*, “Cryptanalysis of a DNA-Based Image Encryption Scheme”, Information Sciences, 520, 130–141, 2020. [pdf]
94. Rushi Lan, Yicong Zhou*, Zhenbing Liu, and Xiaonan Luo, “Prior Knowledge-Based Probabilistic Collaborative Representation for Visual Recognition”, IEEE Transactions on Cybernetics, 50(4), 1498–1508, 2020. [pdf]
93. Sichao Fu, Weifeng Liu, Dapeng Tao, Yicong Zhou, and Liqiang Nie, “HesGCN: Hessian Graph Convolutional Networks for Semi-Supervised Classification”, Information Sciences, 514, 484–498, 2020. [pdf]
92. Zhongyun Hua, Yinxing Zhang, and Yicong Zhou*, “Two-Dimensional Modular Chaotification System for Improving Chaos Complexity”, IEEE Transactions on Signal Processing, 68, 1937–1949, 2020. [pdf]
91. Mingyang Lv, Xiaogang Zhang, Hua Chen, Yicong Zhou, and Jianmin Li, “Chaotic and Multifractal Characteristic Analysis of Noise of Thermal Variables from Totary Kiln”, Nonlinear Dynamics, 99, 3089–3111, 2020 [pdf]
90. Jinfeng Li, Weifeng Liu, Yicong Zhou, Dapeng Tao, and Liqiang Nie, “Domain Adaptation with Few Labeled Source Samples by Graph Regularization”, Neural Processing Letters, 51, 23–39, 2020. [pdf]
89. Zhongyun Hua, Yicong Zhou, Bocheng Bao, “Two-Dimensional Sine Chaotification System with Hardware Implementation”, IEEE Transactions on Industrial Informatics, 16(2), 887–897, 2020. [pdf]
88. Xiaolin Xiao, Yongyong Chen, Yuejiao Gong, and Yicong Zhou*, “2D Quaternion Sparse Discriminant Analysis”, IEEE Transactions on Image Processing, 29, 2271–2286, 2020. [pdf]
87. Yongyong Chen, Xiaolin Xiao, and Yicong Zhou*, “Low-Rank Quaternion Approximation for Color Image Processing”, IEEE Transactions on Image Processing, 29, 1426–1439, 2020. [pdf]
86. Xiaoyao Li, Yicong Zhou*, Jing Zhang, and Lianhong Wang, “Multipatch Unbiased Distance Non-local Adaptive Means with Wavelet Shrinkage”, IEEE Transactions on Image Processing, 29, 157–169, 2020. [pdf]
2019
85. Guanhua Feng, Weifeng Liu, Dapeng Tao, and Yicong Zhou, “Hessian Regularized Distance Metric Learning for People Re-Identification”, Neural Processing Letters, 50, 2087–2100, 2019. [pdf]
84. Sichao Fu, Weifeng Liu, Shuying Li, and Yicong Zhou, “A Two-Order Graph Convolutional Networks for Semi-Supervised Classification”, IET Image Processing, 13(14), 2763–2771, 2019.
83. Xueqi Ma, Weifeng Liu, Dapeng Tao, and Yicong Zhou, “Ensemble p-Laplacian Regularization for Remote Sensing Image Recognition”, Cognitive Computation, 11(6), 841–854, 2019. [pdf]
82. Sichao Fu, Weifeng Liu, Yicong Zhou, and Liqiang Nie, “HpLapGCN: Hypergraph p-Laplacian graph convolutional networks”, Neurocomputing, 362, 166–174, 2019. [pdf]
81. Zhen Xu, Yinyan Jiang, Yichuan Wang, Yicong Zhou, Weifeng Li, Qingmin Liao, “Local Polynomial Contrast Binary Patterns for Face Recognition”, Neurocomputing, 355, 1–12, 2019. [pdf]
80. Weifeng Liu, Xueqi Ma, Yicong Zhou*, Dapeng Tao, and Jun Cheng, “p-Laplacian Regularization for Scene Recognition”, IEEE Transactions on Cybernetics, 49(8), 2927–2940, 2019. [pdf]
79. Xiaolin Xiao, and Yicong Zhou*, “Two-dimensional Quaternion PCA and Sparse PCA”, IEEE Transactions on Neural Networks and Learning Systems, 30(7), 2028–2042, 2019. [pdf]
78. Xiaogang Zhang, Dingxiang Wang, Yicong Zhou, Hua Chen, Fanyong Cheng, Min Liu, “Kernel Modified Optimal Margin Distribution Machine for Imbalanced Data Classification”, Pattern Recognition Letters, 125, 325–332, 2019. [pdf]
77. Guanhua Feng, Weifeng Liu, Shuying Li, Dapeng Tao, and Yicong Zhou*, “Hessian Regularized Multi-task Dictionary Learning for Remote Sensing Image Recognition”, IEEE Geoscience and Remote Sensing Letters, 16(5), 821–825, 2019. [pdf]
76. Xiaolin Xiao, Yicong Zhou, and Yuejiao Gong, “RGB-‘D’ Saliency Detection with Pseudo Depth”, IEEE Transactions on Image Processing, 28(5), 2126–2139, 2019. (Source codes) [pdf]
75. Zhongyun Hua, Yicong Zhou, and Hejiao Huang, “Cosine-Transform-Based Chaotic System for Image Encryption”, Information Sciences, 480, 403–419, 2019. (Source codes) [pdf] 
(The 100 Most Influential Paper from China in 2019)
74. Xueqi Ma, Weifeng Liu, Shuying Li, Dapeng Tao, and Yicong Zhou*, “Hypergraph p-Laplacian Regularization for Remotely Sensed Image Recognition”, IEEE Transactions on Geoscience and Remote Sensing, 57(3), 1585–1595, 2019. [pdf]
73. Zhongyun Hua, Binghang Zhou, and Yicong Zhou, “Sine Chaotification Model for Enhancing Chaos and Its Hardware Implementation”, IEEE Transactions on Industrial Electronics, 66(2), 1273–1284, 2019. [pdf]
72. Shuang Yi, and Yicong Zhou*, “Separable and Reversible Data Hiding in Encrypted Images using Parametric Binary Tree Labeling”, IEEE Transactions on Multimedia, 21(1), 51–64, 2019. [pdf]
2018
71. Shuang Yi, and Yicong Zhou*, “Parametric Reversible Data Hiding in Encrypted Images using Adaptive Bit-level Data Embedding and Checkerboard based Prediction”, Signal Processing, 150, 171–182, 2018. [pdf]
70. Yuejiao Gong, Jun Zhang, and Yicong Zhou*, “Learning Multimodal Parameters: A Bare-Bones Niching Differential Evolution Approach”, IEEE Transactions on Neural Networks and Learning Systems, 29(7), 2944–2959, 2018. [pdf]
69. Xiaolin Xiao, Yicong Zhou, and Yuejiao Gong, “Content-Adaptive Superpixel Segmentation”, IEEE Transactions on Image Processing, 27(6), 2883–2896, 2018. (Source codes) [pdf]
68. Yongyong Chen, Shuqin Wang, and Yicong Zhou*, “Tensor nuclear norm-based low-rank approximation with total variation regularization”, IEEE Journal of Selected Topics in Signal Processing, 12(6), 1364–1377, 2018. [pdf]
67. Shuang Yi, Yicong Zhou*, and Zhongyun Hua, “Reversible Data Hiding in Encrypted Images using Adaptive Block-Level Prediction-Error Expansion”, Signal Processing: Image Communication, 64, 78–88, 2018. [pdf]
66. Zhongyun Hua, Binghang Zhou, and Yicong Zhou*, “Sine-Transform-Based Chaotic System with FPGA Implementation”, IEEE Transactions on Industrial Electronics, 65(3), 2557–2566, 2018. [pdf]
65. Yuejiao Gong, and Yicong Zhou*, “Differential Evolutionary Superpixel Segmentation”, IEEE Transactions on Image Processing, 27(3), 1390–1404, 2018. [pdf]
64. Zhongyun Hua, Shuang Yi, and Yicong Zhou*, “Medical image encryption using high-speed scrambling and pixel adaptive diffusion”, Signal Processing, 144, 134–144, 2018. (Source codes) [pdf]
63. Zhongyun Hua, Shuang Yi, Yicong Zhou*, Chengqing Li and Yue Wu, “Designing Hyperchaotic Cat Maps with any Desired Number of Positive Lyapunov Exponents”, IEEE Transactions on Cybernetics, 48(2), 463–473, 2018. [pdf]
62. Zhongyun Hua, and Yicong Zhou*, “One-Dimensional Nonlinear Model for Producing Chaos”, IEEE Transactions on Circuits and Systems I: Regular Papers, 65(1), 235–246, 2018. [pdf]
2017
61. Weifeng Liu, Zhenqing Zhang, Xinghua Chen, Shuying Li, and Yicong Zhou, “Dictionary Learning Based Hough Transform for Road Detection in Multispectral Image”, IEEE Geoscience and Remote Sensing Letters, 14(12), 2330–2334, 2017. [pdf]
60. Long Bao, Shuang Yi, and Yicong Zhou*, “Combination of Sharing Matrix and Image Encryption for Lossless (k, n)-Secret Image Sharing”, IEEE Transactions on Image Processing, 26(12), 5618–5631, 2017. [pdf]
59. Zhongyun Hua, and Yicong Zhou*, “Design of Image Cipher Using Block-based Scrambling and Image Filtering”, Information Sciences, 396, 97–113, 2017. (Source codes) [pdf]
58. Rushi Lan, and Yicong Zhou*, “Medical Image Retrieval via Histogram of Compressed Scattering Coefficients”, IEEE Journal of Biomedical and Health Informatics, 21(5), 1338–1346, 2017. (Source codes) [pdf]
57. Jiarun Song, Fuzheng Yang, Yicong Zhou, and Shan Gao, “Parametric Planning Model for Video Quality Evaluation of IPTV Services Combining Channel and Video Characteristics”, IEEE Transactions on Multimedia, 19(5), 1015–1029, 2017. [pdf]
56. Jiangtao Peng, Hong Chen, Yicong Zhou, and Luoqing Li, “Ideal Regularized Composite Kernel for Hyperspectral Image Classification”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 10(4), 1563–1574, 2017. (Source codes) [pdf]
55. Shuang Yi, and Yicong Zhou*, “Binary-Block Embedding for Reversible Data Hiding in Encrypted Images”, Signal Processing,133, 40–51, 2017. (Source codes) [pdf]
54. Qingxiang Feng, and Yicong Zhou*, “Kernel Regularized Data Uncertainty for Action Recognition”, IEEE Transactions on Circuits and Systems for Video Technology, 27(3), 557–588, 2017. (Source codes) [pdf]
53. Weijia Cao, Yicong Zhou*, C. L. Philp Chen, and Liming Xia, “Medical Image Encryption Using Edge Maps”, Signal Processing, 132, 96–109, 2017. [pdf]
52. Yantao Wei, Yicong Zhou, and Hong Li, “Spectral-Spatial Response for Hyperspectral Image Classification”, Remote Sensing, 9(3), 203, 2017. [pdf]
51. Rushi Lan, Yicong Zhou*, and Yuan Yan Tang, “Quaternionic Weber Local Descriptor of Color Images”, IEEE Transactions on Circuits and Systems for Video Technology, 27(2), 261–274, 2017. (Source codes) [pdf]
50. Qingxiang Feng, Chun Yuan, Jeng-Shyang Pan, Jar-Ferr Yang, Yang-Ting Chou, Yicong Zhou*, and Weifeng Li, “Superimposed Sparse Parameter Classifiers for Face Recognition”, IEEE Transactions on Cybernetics, 47(2), 378–390, 2017. (Source codes) [pdf]
2016
49. Zhongyun Hua, and Yicong Zhou*, “Dynamic Parameter-Control Chaotic System”, IEEE Transactions on Cybernetics, 46(12), 3330–3341, 2016. [pdf]
48. Yue Wu, Zhongyun Hua, and Yicong Zhou*, “n-dimensional Discrete Cat Map Generation using Laplace Expansions”, IEEE Transactions on Cybernetics, 46(11), 2622–2633, 2016. [pdf]
47. Rushi Lan, and Yicong Zhou*, “Quaternion-Michelson Descriptor for Color Image Classification”, IEEE Transactions on Image Processing, 25(11), 5281–5292, 2016. (Source codes) [pdf]
46. Qingxiang Feng, and Yicong Zhou*, “Kernel Combined Sparse Representation for Disease Recognition”, IEEE Transactions on Multimedia, 18(10), 1956–1968, 2016. (Source codes) [pdf]
45. Yuejiao Gong, Jingjing Li, Yicong Zhou, Yun Li, Henry Shu-Hung Chung, Yu-Hui Shi, and Jun Zhang, “Genetic Learning Particle Swarm Optimization”, IEEE Transactions on Cybernetics, 46(10), 2277–2290, 2016. (Source codes) [pdf]
44. Shilian Yu, Ye Ai, Norman Poh, Bo Xu, Yicong Zhou, Weifeng Li, Qingmin Liao, “Two strategies to optimize the decisions in signature verification with the presence of spoofing attacks”, Information Sciences, 352–353, 188–202, 2016. [pdf]
43. Yicong Zhou, and Yantao Wei, “Learning Hierarchical Spectral-Spatial Features for Hyperspectral Image Classification”, IEEE Transactions on Cybernetics, 46(7), 1667–1678, 2016. (Source codes) [pdf]
42. Guoheng Huang, Chi Man Pun, Cong Lin, and Yicong Zhou, “Non-rigid Visual Object Tracking using User-defined Marker and Gaussian Kernel”, Multimedia Tools and Applications, 75(10), 5473–5492, 2016. [pdf]
41. Yicong Zhou, Hong Chen, Rushi Lan, and Zhibin Pan, “Generalization Performance of Regularized Ranking with Multiscale Kernels”, IEEE Transactions on Neural Networks and Learning Systems, 27(5), 993–1002, 2016. (Source codes) [pdf]
40. Zhongyun Hua, and Yicong Zhou*, “Image encryption using 2D Logistic-adjusted-Sine map”, Information Sciences, 339, 237–253, 2016. (Source codes) [pdf]
39. Jiarun Song, Fuzheng Yang, Yicong Zhou, Shuai Wan, and Hong Ren Wu, “QoE Evaluation of Multimedia Services Based on Audiovisual Quality and User Interest”, IEEE Transactions on Multimedia, 18(3), 444–457, 2016. [pdf]
38. Rushi Lan, Yicong Zhou*, and Yuan Yan Tang, “Quaternionic Local Ranking Binary Pattern: A Local Descriptor of Color Images”, IEEE Transactions on Image Processing, 25(2), 566–579, 2016. (Source codes) [pdf]
37. Zuodong Yang, Yong Wu, Wenteng Zhao, Yicong Zhou, Zongqing Lu, Weifeng Li, and Qingmin Liao, “A novel illumination-robust local descriptor based on sparse linear regression”, Digital Signal Processing, 48, 269–275, 2016. [pdf]
36. Yue Wu, Yicong Zhou*, Sos Agaian, and Joseph P. Noonan, “2D Sudoku Associated Bijections for Image Scrambling”, Information Sciences, 327, 91–109, 2016. [pdf]
2015
35. Long Bao, and Yicong Zhou*, “Image Encryption: Generating Visually Meaningful Encrypted Images”, Information Sciences, 324, 197–207, 2015. [pdf]
34. C. L. Philip Chen, Licheng Liu, Long Chen, Yuan Yan Tang, and Yicong Zhou, “Weighted Couple Sparse Representation with Classified Regularization for Impulse Noise Removal”, IEEE Transactions on Image Processing, 24(11), 4014–4026, 2015. [pdf]
33. Yicong Zhou*, Zhongyun Hua, Chi Man Pun, and C. L. Philip Chen, “Cascade Chaotic System with Applications”, IEEE Transactions on Cybernetics, 45(9), 2001–2012, 2015. (Source codes) [pdf]
32. Jing He, Fuzheng Yang, and Yicong Zhou*, “High-speed Implementation of Rate-distortion Optimized Quantisation for H.265/HEVC”, IET Image Processing, 9(8), 652–661, 2015. [pdf]
31. Yicong Zhou, Jiangtao Peng, and C. L. Philip Chen, “Extreme Learning Machine with Composite Kernels for Hyperspectral Image Classification”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 8(6), 2351–2360, 2015. (Source codes) [pdf]
30. Peipei Yuan, Hong Chen, Yicong Zhou, Xiaoyan Deng, Bin Zou, “Generalization Ability of Extreme Learning Machine with Uniformly Ergodic Markov Chains”, Neurocomputing, 167, 528–534, 2015. [pdf]
29. Jiangtao Peng, Yicong Zhou*, and C. L. Philip Chen, “Region-Kernel-based Support Vector Machines for Hyperspectral Image Classification”, IEEE Transactions on Geoscience and Remote Sensing, 53(9), 4810–4824, 2015. (Source codes) [pdf]
28. Licheng Liu, C. L. Philip Chen, Yicong Zhou, and Xinge You, “A new Weighted Mean Filter with a Two-phase Detector for Removing Impulse Noise”, Information Sciences, 315, 1–16, 2015. [pdf]
27. Yinyan Jiang, Biao Wang, Yicong Zhou, Weifeng Li, Qingmin Liao, “Patterns of Weber Magnitude and Orientation for Uncontrolled Face Representation and Recognition”, Neurocomputing, 165, 190–201, 2015. [pdf]
26. Zhongyun Hua, Yicong Zhou*, Chi Man Pun, and C. L. Philip Chen, “2D Sine Logistic Modulation Map for Image Encryption”, Information Sciences, 297, 80–94, 2015. (Source codes) [pdf]
25. Yicong Zhou, Jiangtao Peng, and C. L. Philip Chen, “Dimension Reduction using Spatial and Spectral Regularized Local Discriminant Embedding for Hyperspectral Image Classification”, IEEE Transactions on Geoscience and Remote Sensing, 53(2), 1082–1698, 2015. (Source codes) [pdf]
24. Yicong Zhou*, Weijia Cao, Licheng Liu, Sos Agaian, and C. L. Philip Chen, “Fast Fourier Transform Using Matrix Decomposition”, Information Sciences, 291, 172–183, 2015. [pdf]
23. Karen Panetta, Sos Agaian, Jean-Charles Pinoli, and Yicong Zhou, “Image Processing Algorithms and Measures for the Analysis of Biomedical Imaging Systems Applications”, International Journal of Biomedical Imaging, Article ID 926921, 2015. (Guest Editorial) [pdf]
2014
22. Weifeng Li, Longbiao Wang, Yicong Zhou, John Dines, Mathew Magimai Doss, Hervé Bourlard, and Qingmin Liao, “Feature Mapping of Multiple Beamformed Sources for Robust Overlapping Speech Recognition Using a Microphone Array”, IEEE/ACM Transactions on Audio, Speech and Language Processing, 22(12), 2244–2255, 2014. [pdf]
21. Yue Wu, Yicong Zhou*, and Long Bao, “Discrete Wheel-Switching Chaotic System and Applications”, IEEE Transactions on Circuits and Systems I: Regular Papers, 61(12), 3469–3477, 2014. [pdf]
20. Xiangli Liao, Hongbo Xu, Yicong Zhou, Kunqian Li, Wenbing Tao, Qiuju Guo, and Liman Liu, “Automatic Image Segmentation using Salient Key Point Extraction and Star Shape Prior”, Signal Processing, 105, 122–136, 2014. [pdf]
19. Wenbing Tao, Yicong Zhou, Kunqian Li, Kun Sun, and Zhiguo Zhang, “Spatial Adjacent Bag of Features with Multiple Superpixels for Object Segmentation and Classification”, Information Sciences, 281, 373–385, 2014. [pdf]
18. Yue Wu, Yicong Zhou*, Sos Agaian, and Joseph P. Noonan, “A symmetric image cipher using wave perturbations”, Signal Processing, 102, 122–131, 2014. [pdf]
17. Yong Wu, Yinyan Jiang, Yicong Zhou, Weifeng Li, Zongqing Lu, and Qingmin Liao, “Generalized Weber-face for Ilumination-robust Face Recognition”, Neurocomputing, 136, 262–267, 2014. [pdf]
16. Yicong Zhou*, Weijia Cao, and C. L. Philip Chen, “Image Encryption using Binary Bitplane”, Signal Processing, 100, 197–207, 2014. [pdf]
15. Hong Chen, Jiangtao Peng, Yicong Zhou, Luoqing Li, and Zhibin Pan, “Extreme Learning Machine for Ranking: Generalization Analysis and Applications”, Neural Networks, 53, 119–126, 2014. [pdf]
14. Yue Wu, Yicong Zhou*, Joseph P. Noonan, and Sos Agaian, “Design of Image Cipher Using Latin Squares”, Information Sciences, 264, 317–339, 2014. (Source codes) [pdf]
13. Chanchan Qin, Guoping Zhang, Yicong Zhou, Wenbing Tao, and Zhiguo Cao, “Integration of the Saliency-based Seed Extraction and Random Walks for Image Segmentation”, Neurocomputing, 129, 378–391, 2014. [pdf]
12. Yicong Zhou*, Long Bao, and C. L. Philip Chen, “A New 1D Chaotic System for Image Encryption”, Signal Processing, 97, 172–182, 2014. (Source codes) [pdf]
2013
11. Hong Chen, Yicong Zhou, Yi Tang, Yuanyan Tang, and Zhibin Pan, “Generalization Performance of Support Vector Classifiers for Density Level Detection”, Neurocomputing, 119, 434–438, 2013. [pdf]
10. Yicong Zhou*, Long Bao, and C. L. Philip Chen, “Image Encryption Using a New Parametric Switching Chaotic System”, Signal Processing, 93(11), 3039–3052, 2013. (Source codes) [pdf]
9. Weifeng Li, Longbiao Wang, Yicong Zhou, Hervé Bourlard, and Qingmin Liao, “Robust Log-Energy Estimation and its Dynamic Change Enhancement for In-car Speech Recognition”, IEEE Transactions on Audio, Speech and Language Processing, 21(8), 1689–1698, 2013. [pdf]
8. Weifeng Li, Yicong Zhou, Norman Poh, Fei Zhou, and Qingmin Liao, “Feature Denoising using Joint Sparse Representation for In-car Speech Recognition”, IEEE Signal Processing Letters, 20(7), 681–684, 2013. [pdf]
7. Hong Chen, Yicong Zhou, Yuanyan Tang, Luoqing Li, and Zhibin Pan, “Convergence Rate of the Semi-supervised Greedy Algorithm”, Neural Networks, 44, 44–50, 2013. [pdf]
6. Yicong Zhou*, Karen Panetta, Sos Agaian, and C. L. Philip Chen, “(n, k, p)-Gray Code for Image Systems”, IEEE Transactions on Cybernetics, 43(2), 515–529, 2013. [pdf]
5. Yue Wu, Yicong Zhou, George Saveriades, Sos Agaian, Premkumar Natarajan, and Joseph P. Noonan, “Local Shannon Entropy Measure with Statistical Tests for Image Randomness”, Information Sciences, 222, 323–342, 2013. [pdf]
2012 and before
4. L. Philip Chen, Mei-Ching Chen, Sos Agaian, Yicong Zhou*, Anuradha Roy, and Benjamin M. Rodriguez, “A pattern recognition system for JPEG steganography detection”, Optics Communications, 285(21–22), 4252–4261, 2012. [pdf]
3. Yicong Zhou*, Karen Panetta, Sos Agaian, and C. L. Philip Chen, “Image Encryption Using P-Fibonacci Transform and Decomposition”, Optics Communications, 285(5), 594–608, 2012. (Source codes) [pdf]
2. Karen Panetta, Yicong Zhou*, Sos Agaian, and Hongwei Jia, “Nonlinear Unsharp Masking for Mammogram Enhancement”, IEEE Transactions on Information Technology in Biomedicine, 15(6), 918–928, 2011. [pdf]
1. Karen Panetta, Sos Agaian, Yicong Zhou, and Eric Wharton, “Parameterized Logarithmic Framework for Image Enhancement”, IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, 41(2), 460–473, 2011. [pdf]