Journals Conferences Books
2021
- 87. Yongyong Chen, Shuqin Wang, Chong Peng, Guangming Lu, and Yicong Zhou, “Partial Tubal Nuclear Norm Regularized Multi-view Learning”, The 29th ACM International Conference on Multimedia (ACMMM), Accepted, Chengdu, China, 2021. (Oral)
- 86. Tianjun Zhang, Nlong Zhao, Ying Shen, Xuan Shao, Lin Zhang, and Yicong Zhou, “ROECS: A Robust Semi-direct Pipeline Towards Online Extrinsics Correction of the Surround-view System”, The 29th ACM International Conference on Multimedia (ACMMM), Accepted, Chengdu, China, 2021.
- 85. Deng Li, Yue Wu, and Yicong Zhou, “Linecounter: Learning Handwritten Text Line Segmentation by Counting”, IEEE International Conference on Image Processing (ICIP), Accepted, Anchorage, USA, 2021.
- 84. Deng Li, Yue Wu, and Yicong Zhou, “SauvolaNet: Learning Adaptive Sauvola Network for Degraded Document Binarization”, The 16th International Conference on Document Analysis and Recognition (ICDAR), Accepted, Lausanne, Switzerland, 2021.
- 83. Wenkang Li, Ke Qi, Wenbin Chen, and Yicong Zhou, “Unified Batch All Triplet Loss for Visible-Infrared Person Re-identification”, International Joint Conference on Neural Networks (IJCNN), Accepted, Shenzhen, China, 2021.
- 82. Yongshan Zhang, Xinxin Wang, Zhihua Cai, Yicong Zhou, and Philip Yu, “Tensor-based Unsupervised Multi-view Feature Selection for Image Recognition”, IEEE International Conference on Multimedia and Expo (ICME) , 1-6, Shenzhen, China, 2021. (Oral)
2020
- 81. Xuan Shao, Lin Zhang, Tianjun Zhang, Ying Shen, Hongyu Li, and Yicong Zhou, “A Tightly-coupled Semantic SLAM System with Visual, Inertial and Surround-view Sensors for Autonomous Indoor Parking”, The 28th ACM International Conference on Multimedia (ACMMM) , accepted, Seattle, USA, 2020. [pdf]
- 80. Weizeng Lu, Xi Jia, Weicheng Xie, Linlin Shen, Yicong Zhou, and Jinming Duan, “Geometry Constrained Weakly Supervised Object Localization”, European Conference on Computer Vision (ECCV), accepted, Glasgow, UK, 2020. [pdf]
- 79. Xinyu Zhang, Yantao Wei, Huang Yao, and Yicong Zhou, “Improved Local Covariance Matrix Representation For Hyperspectral Image Classification”, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), accepted, Hawaii, USA, 2020. [pdf]
- 78. Jiangtao Peng, Fan Jiang, Weiwei Sun, and Yicong Zhou, “Cauchy NMF for Hyperspectral Unmixing”, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), accepted, Hawaii, USA, 2020. [pdf]
- 77. Tianjun Zhang, Lin Zhang, Ying Shen, Yong Ma, Shengjie Zhao, and Yicong Zhou, “OECS: Towards Online Extrinsics Correction for the Surround-view System”, IEEE International Conference on Multimedia and Expo (ICME), Accepted, London, UK, 2020. [pdf]
- 76. Juntao Chen, Lin Zhang, Ying Shen, Yong Ma, Shengjie Zhao, and Yicong Zhou, “A Study of Parking-slot Detection with the Aid of Pixel-level Domain Adaptation”, IEEE International Conference on Multimedia and Expo (ICME), Accepted, London, UK, 2020. [pdf]
- 75. Anqi Zhu, Lin Zhang, Ying Shen, Yong Ma, Shengjie Zhao, and Yicong Zhou, “Zero-shot Restoration of Underexposed Images via Robust Retinex Decomposition”, IEEE International Conference on Multimedia and Expo (ICME), Accepted, London, UK, 2020. [pdf]
2019
- 74. Yichen Pan, Weifeng Liu, Yicong Zhou, and Liqiang Nie, “Principal Component Analysis on Graph-Hessian”, IEEE Symposium Series on Computational Intelligence (SSCI), 1494--1501, Xiamen, China, 2019. [pdf]
- 73. Xiaoyao Li, Yicong Zhou, and Jing Zhang, “Quaternion Nonlocal Total Variation for Color Image Denoising”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 1602–1607, Bari, Italy, 2019. [pdf]
- 72. Zheng Zhou, and Yicong Zhou, “Cross-Channel Similarity based Histograms of Oriented Gradients for Color Images”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 1621–1625, Bari, Italy, 2019. [pdf]
- 71. Xiaoyao Li, Yicong Zhou, and Jing Zhang, “Color Image Denoising Using Quaternion Adaptive Non-Local Coupled Means”, IEEE International Conference on Image Processing (ICIP), 1810–1814, Taipei, Taiwan, 2019. [pdf]
- 70. Yongyong Chen, Xiaolin Xiao, and Yicong Zhou, “Multi-view clustering via simultaneously learning graph regularized low-rank tensor representation and affinity matrix”, IEEE International Conference on Multimedia and Expo (ICME), 1348–1353, Shanghai, China, 2019. [pdf]
2018
- 69. Yongyong Chen, and Yicong Zhou, “Total variation regularized low-rank tensor approximation for color image denoising”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 2523–2527, Miyazaki, Japan, 2018. [pdf]
- 68. Shuang Yi, and Yicong Zhou, “Reversible Data Hiding in Encrypted Images using Prediction-error Encoding”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 1789–1793, Miyazaki, Japan, 2018. [pdf]
- 67. Xiaolin Xiao, and Yicong Zhou, “Quaternion Sparse Discriminant Analysis for Color Face Recognition”, IEEE International Conference on Multimedia and Expo (ICME), 1–6, San Diego, USA, 2018. [pdf]
- 66. Xiaoyao Li, Yicong Zhou, Jing Zhang, and Lianhong Wang, “Unbiased Distance based Non-Local Fuzzy Means”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1423–1427, Calgary, Canada, 2018. [pdf]
- 65. Xiaolin Xiao, and Yicong Zhou, “Two-Dimensional Quaternion Sparse Principal Component Analysis”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1528–1532, Calgary, Canada, 2018. [pdf]
- 64. Yongyong Chen, and Yicong Zhou, “Robust Principal Component Analysis with Matrix Factorization”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2411–2415, Calgary, Canada, 2018. [pdf]
- 63. Qingxiang Feng, and Yicong Zhou, “Discriminant Projection Representation-based Classification for Vision Recognition”, The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), 2208–2214, New Orleans, USA, 2018. [pdf]
2017
- 62. Shuang Yi, and Yicong Zhou, “Adaptive Code Embedding for Reversible Data Hiding in Encrypted Images”, IEEE International Conference on Image Processing (ICIP), 4322–4326, Beijing, China, 2017. [pdf]
- 61. Weijia Cao, and Yicong Zhou, “4×4 Parametric Integer Discrete Cosine Transforms”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 3467–3470, Banff, Canada, 2017. [pdf]
- 60. Xiaolin Xiao, and Yicong Zhou, “Focusness Guided Salient Object Detection”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 3462–3466, Banff, Canada, 2017. [pdf]
- 59. Rushi Lan, and Yicong Zhou, “An Extended Probabilistic Collaborative Representation based Classifier for Image Classification”, IEEE International Conference on Multimedia and Expo (ICME), 1392–1397, Hong Kong, China, 2017. [pdf]
- 58. Weijia Cao, and Yicong Zhou, “Parametric Integer Cosine Transform”, The 3rd IEEE International Conference on Cybernetics (CYBCONF), 1–4, Exeter, UK, 2017. [pdf]
- 57. Zhou Zhao, and Yicong Zhou, “An Image Contrast Enhancement Algorithm Using PLIP-based Histogram Modification”, The 3rd IEEE International Conference on Cybernetics (CYBCONF), 1–4, Exeter, UK, 2017. [pdf]
- 56. Xiaolin Xiao, Yue-Jiao Gong, and Yicong Zhou, “Adaptive Superpixel Segmentation Aggregating Local Contour and Texture Features”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1902–1906, New Orleans, USA, 2017. [pdf]
2016
- 55. Shuang Yi, and Yicong Zhou, “Improved Reversible Data Hiding in Encrypted Images using Histogram Modification”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 4819–4823, Budapest, Hungary, 2016. [pdf]
- 54. Rushi Lan, and Yicong Zhou, “Quaternion Decomposition Based Discriminant Analysis for Color Face Recognition”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 1833–1837, Budapest, Hungary, 2016. [pdf]
- 53. Zhou Zhao, and Yicong Zhou, “Comparative Study of Logarithmic Image Processing Models for Medical Image Enhancement”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 1046–1050, Budapest, Hungary, 2016. [pdf]
- 52. Jiangtao Peng, and Yicong Zhou, “Ideal Regularized Kernels for Hyperspectral Image Classification”, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 3274–3277, Beijing, China, 2016. [pdf]
- 51. Yantao Wei, and Yicong Zhou, “Stacked Tensor Subspace Learning for Hyperspectral Image Classification”, International Joint Conference on Neural Networks (IJCNN), 1985–1992, Vancouver, Canada, 2016. [pdf]
- 50. Yuejiao Gong, Yicong Zhou, and Xinglin Zhang, “A Superpixel Segmentation Algorithm based on Differential Evolution”, IEEE International Conference on Multimedia and Expo (ICME), 1–6, Seattle, USA, 2016. [pdf]
- 49. Qingxiang Feng, Yicong Zhou, and Rushi Lan, “Pairwise Linear Regression Classification for Image Set Retrieval”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 4865–4872, Las Vegas, USA, 2016. (Source codes) [pdf]
- 48. Zhou Zhao, and Yicong Zhou, “PLIP Based Unsharp Masking for Medical Image Enhancement”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1238–1242, Shanghai, China, 2016. [pdf]
- 47. Qingxiang Feng, and Yicong Zhou, “Iterative Linear Regression Classification for Image Recognition”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1566–1570, Shanghai, China, 2016. [pdf]
2015
- 46. Zhongyun Hua, Binghang Zhou, and Yicong Zhou, “Image content-based encryption algorithm using high-dimensional chaotic system”, International Symposium on Nonlinear Theory and its Applications (NOLTA), 554–557, Hong Kong, China, 2015. [pdf]
- 45. Zhongyun Hua, Yiran Wang, and Yicong Zhou, “Image Cipher Using a New Interactive Two-Dimensional Chaotic Map”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 1804–1808, Hong Kong, China, 2015. [pdf]
- 44. Rushi Lan, Yicong Zhou, Y. Y. Tang, and C. L. Philip Chen, “Image denoising using non-local fuzzy means”, IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP), 196–200, Chengdu, China, 2015. [pdf]
- 43. Shuang Yi, and Yicong Zhou, “An improved reversible data hiding algorithm in encrypted images”, IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP), 225–229, Chengdu, China, 2015. [pdf]
2014
- 42. Lunbo Chen, Yicong Zhou, and C. L. Philip Chen, “Quaternion-based color difference measure for removing impulse noise in color images”, International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS), 123–127, Qingdao, China, 2014. [pdf]
- 41. Jiangtao Peng, Yicong Zhou, and C. L. Philip Chen, “Multi-scale patch based box kernels for hyperspectral image classification”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 3203–3208, San Diego, USA, 2014. [pdf]
- 40. Long Bao, Yicong Zhou, and C. L. Philip Chen, “A lossless (2, 8)-chaos-based secret image sharing”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 3209–3214, San Diego, USA, 2014. [pdf]
- 39. Shuang Yi, Yicong Zhou, Chi Man Pun, and C. L. Philip Chen, “A New Reversible Data Hiding Algorithm in the Encryption Domain”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 3215–3220, San Diego, USA, 2014. [pdf]
- 38. Zhongyun Hua, Yicong Zhou, Chi Man Pun, and C. L. Philip Chen, “Image encryption using 2D logistic-sine chaotic map”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 3229–3234, San Diego, USA, 2014. [pdf]
- 37. Licheng Liu, C. L. Philip Chen, Yicong Zhou, and Y. Y. Tang, “Impulse noise removal using sparse representation with fuzzy weights”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 4052–4057, San Diego, USA, 2014. [pdf]
- 36. Jiangtao Peng, Yicong Zhou, and C. L. Philip Chen, “Spatial-spectral metric learning for hyperspectral remote sensing image classification”, Proceedings of SPIE 9222, 92220K, San Diego, USA, 2014. [pdf]
- 35. Weifeng Li, Norman Poh, and Yicong Zhou, “Combining two strategies to optimize biometric decisions against spoofing attacks”, Proceedings of SPIE 9216, 92161H, San Diego, USA, 2014. [pdf]
- 34. Rushi Lan, Yicong Zhou, Y. Y. Tang, and C. L. Philip Chen, “Person reidentification using quaterionic local binary pattern”, IEEE International Conference on Multimedia & Expo (ICME), 1–6, Chengdu, China, 2014. (Source codes) [pdf]
- 33. Zhongyun Hua, Yicong Zhou, Chi-Man Pun, and C. L. Philip Chen, “A new 1D parameter-control chaotic framework”, Proceedings of SPIE 9030, 90300M, San Francisco, USA, 2014. [pdf]
- 32. Shuang Yi, Yicong Zhou, Chi-Man Pun, and C. L. Philip Chen, “A new collage steganographic algorithm using cartoon design”, Proceedings of SPIE 9030, 90300N, San Francisco, USA, 2014. [pdf]
- 31. Chengzhe Yin, Yicong Zhou, Sos Agaian, and C. L. Philip Chen, “Parametric rational unsharp masking for image enhancement”, Proceedings of SPIE 9019, 90190W, San Francisco, USA, 2014. [pdf]
2013
- 30. Lunbo Chen, Yicong Zhou, and C. L. Philip Chen, “Nonlocal means algorithm using superformula kernel for image denoising”, IEEE Region 10 Conference, 1–4, Xi’an China, 2013. [pdf]
- 29. Han Cao, Yicong Zhou, and C. L. Philip Chen, “Image Double Encryption Based on Parametric Discrete Cosine Transform”, IEEE Region 10 Conference, 1–4, Xi’an China, 2013. [pdf]
- 28. Zuodong Yang, Yong Wu, Yinyan Jiang, Yicong Zhou, Weifeng Li, and Qingmin Liao, “Local consistency preserved coupled mappings for low-resolution face recognition”, Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), 1–4, Kaohsiung, Taiwan, 2013. [pdf]
- 27. Zhongyun Hua, Yicong Zhou, and C. L. Philip Chen, “A new series-wound framework for generating 1D chaotic maps”, IEEE Digital Signal Processing & Signal Processing Education Meeting (DSP/SPE), 118–123, Napa, USA, 2013. [pdf]
- 26. Licheng Liu, Yicong Zhou, and C. L. Philip Chen, “A new selective filtering algorithm for image denoising”, IEEE Digital Signal Processing & Signal Processing Education Meeting (DSP/SPE), 193–197, Napa, USA, 2013. [pdf]
- 25. Long Bao, Yicong Zhou, and C. L. Philip Chen, “Image encryption in the wavelet domain”, Proceedings of SPIE 8755, 875501A, Baltimore, USA, 2013. [pdf] (Best Paper runner-up)
2012 and before
- 24. Weijia Cao, Yicong Zhou, and C. L. Philip Chen, “A new image encryption algorithm using truncated P-Fibonacci bit-planes”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 1185–1188, Seoul, Korea, 2012. [pdf]
- 23. L. Philip Chen, Tong Zhang, and Yicong Zhou, “Image encryption algorithm based on a new combined chaotic system”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 2500–2504, Seoul, Korea, 2012. [pdf]
- 22. Tong Zhang, Yicong Zhou, and C. L. Philip Chen, “A new combined chaotic system for image encryption”, IEEE International Conference on Computer Science and Automation Engineering (CSAE), 331–335, Zhangjiajie, China, 2012. [pdf]
- 21. Long Bao, Yicong Zhou, C. L. Philip Chen, and Hongli Liu, “A new chaotic system for image encryption”, IEEE International Conference on System Science and Engineering (ICSSE), 69–73, Dalian, China, 2012. [pdf]
- 20. Yicong Zhou, and Sos Agaian, “Image encryption using the image steganography concept and PLIP model”, IEEE International Conference on System Science and Engineering (ICSSE), 699–703, Macau, China, 2011. [pdf]
- 19. Sarkis Agaian, and Yicong Zhou, “Generalized Phi number system and its applications for image decomposition and enhancement”, Proceedings of SPIE 7881, 78810M, San Jose, USA, 2011. [pdf]
- 18. Yicong Zhou, Karen Panetta, and Sos Agaian, “3D CT baggage image enhancement based on order statistic decomposition”, IEEE International Conference on Technologies for Homeland Security, 287–291, Waltham, USA, 2010. [pdf]
- 17. Yicong Zhou, Karen Panetta, and Sos Agaian, “Nonlinear filtering for enhancing prostate MR images via alpha-trimmed mean separation”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 3698–3701, Istanbul, Turkey, 2010. [pdf]
- 16. Yicong Zhou, Karen Panetta, and Sos Agaian, “Human visual system based mammogram enhancement and analysis”, IEEE International Conference on Image Processing Theory Tools and Applications (IPTA), 229–234, Paris, France, 2010. [pdf]
- 15. Yicong Zhou, Karen Panetta, and Sos Agaian, “CT baggage image enhancement using a combination of alpha-weighted mean separation and histogram equalization”, Proceedings of SPIE 7708, 77080G, Orlando, USA, 2010. [pdf]
- 14. Yue Wu, Yicong Zhou, Joseph P. Noonan, Karen Panetta, and Sos Agaian, “Image encryption using Sudoku matrix”, Proceedings of SPIE 7708, 77080P, Orlando, USA, 2010. [pdf]
- 13. Li Lu, Yicong Zhou, Karen Panetta, and Sos Agaian, “Comparative study of histogram equalization algorithms for image enhancement”, Proceedings of SPIE 7708, 770811, Orlando, USA, 2010. [pdf]
- 12. Yicong Zhou, Karen Panetta, and Sos Agaian, “Image encryption using discrete parametric cosine transform”, The 43rd Annual Asilomar IEEE Conference on Signals, Systems and Computers (ACSSC), 395–399, Pacific Grove, USA, 2009. [pdf]
- 11. Yicong Zhou, Karen Panetta, and Sos Agaian, “Image encryption algorithms based on generalized P-Gray code bit plane decomposition”, The 43rd Annual Asilomar IEEE Conference on Signals, Systems and Computers (ACSSC), 400–404, Pacific Grove, USA, 2009. [pdf]
- 10. Yicong Zhou, Karen Panetta, and Sos Agaian, “Image encryption using binary key-images”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 4569–4574, San Antonio, USA, 2009. [pdf]
- 9. Yicong Zhou, Karen Panetta, and Sos Agaian, “A lossless encryption method for medical images using edge maps”, The 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 3707–3710, Minneapolis, USA, 2009. [pdf]
- 8. Yicong Zhou, Karen Panetta, and Sos Agaian, “Mammogram enhancement using alpha weighted quadratic filter”, The 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 3681–3684, Minneapolis, USA, 2009. [pdf]
- 7. Yicong Zhou, Karen Panetta, Ravindranath Cherukuri, and Sos Agaian, “Selective object encryption for privacy protection”, Proceedings of SPIE 7351, 73510F, Orlando, USA, 2009. [pdf]
- 6. Yicong Zhou, Karen Panetta, and Sos Agaian, “Image encryption based on edge information”, Proceedings of SPIE 7256, 725603, San Jose, USA, 2009. [pdf]
- 5. Yicong Zhou, Karen Panetta, and Sos Agaian, “Comparison of recursive sequence based image scrambling algorithms”, IEEE International Conference on Systems, Man and Cybernetics (SMC), 697–701, Singapore, 2008. [pdf]
- 4. Yicong Zhou, Karen Panetta, and Sos Agaian, “An image scrambling algorithm using parameter based M-sequences”, IEEE International Conference on Machine Learning and Cybernetics, 3695–3698, Kunming, China, 2008. [pdf]
- 3. Yicong Zhou, Karen Panetta, and Sos Agaian, “Partial multimedia encryption with different security levels”, IEEE Conference on Technologies for Homeland Security, 513–518, Waltham, USA, 2008. [pdf]
- 2. Yicong Zhou, Karen Panetta, and Sos Agaian, “P-recursive sequence and key-dependent multimedia scrambling”, Proceedings of SPIE 6982, 69820H, Orlando, USA, 2008. [pdf]
- 1. Yicong Zhou, Sos Agaian, Valencia M. Joyner, and Karen Panetta, “Two Fibonacci p-code based image scrambling algorithms”, Proceedings of SPIE 6812, 681215, San Jose, USA, 2008. [pdf]