Shiqi Wang

Shiqi Wang
Assistant Professor


Department of Computer Science
City University of Hong Kong


Email:
shiqwang@cityu.edu.hk


Google Scholar   
DBLP   
Curriculum Vitae (May 2017)

 

Biography




Biography

Shiqi Wang received the B.S. degree in computer science from the Harbin Institute of Technology in 2008, and the Ph.D. degree in Computer Application Technology from the Peking University under the supervision of Prof. Wen Gao, in 2014. From Mar. 2014 to Mar. 2016, He was a Postdoc Fellow with the Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada. From Apr. 2016 to Apr. 2017, He was with the Rapid-Rich Object Search Laboratory, Nanyang Technological University, Singapore, as a Research Fellow. He is currently an Assistant Professor with the Department of Computer Science, City University of Hong Kong.


Research Areas


Education

Research Experiences

Publications  

-Video Coding

  1. Content-Aware Convolutional Neural Network for In-loop Filtering in High Efficiency Video Coding
    Chuanmin Jia ; Shiqi Wang ; Xinfeng Zhang ; Shanshe Wang ; Jiaying Liu ; Shiliang Pu ; Siwei Ma
    IEEE Transactions on Image Processing (TIP) accepted

  2. Enhanced Motion-compensated Video Coding with Deep Virtual Reference Frame Generation
    Lei Zhao ; Shiqi Wang; Xinfeng Zhang ; Shanshe Wang ; Siwei Ma; Wen Gao
    IEEE Transactions on Image Processing (TIP) accepted

  3. Three-Zone Segmentation Based Motion Compensation for Video Compression
    Zhao Wang ; Shiqi Wang; Xinfeng Zhang ; Shanshe Wang ; Siwei Ma
    IEEE Transactions on Image Processing (TIP) accepted

  4. Image and Video Compression with Neural Networks: A Review
    Siwei Ma; Xinfeng Zhang ; Chuanmin Jia, Zhenghui Zhao, Shiqi Wang, Shanshe Wang
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) accepted

  5. Light Field Image Compression Using Generative Adversarial Network Based View Synthesis
    Chuanmin Jia ; Xinfeng Zhang ; Shanshe Wang ; Shiqi Wang; Siwei Ma
    IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS) accepted

  6. SSIM-Based Global Optimization for CTU-Level Rate Control in HEVC
    Mingliang Zhou ; Xuekai Wei ; Shiqi Wang ; Sam Kwong ; Chi-Keung Fong ; Peter Wong ; Wilson Yuen ; Wei Gao
    IEEE Transactions on Multimedia (TMM) accepted

  7. Enhanced Bi-prediction with Convolutional Neural Network for High Efficiency Video Coding
    Zhenghui Zhao, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Siwei Ma, Jiansheng Yang
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) accepted

  8. Convolutional Neural Network-Based Synthesized View Quality Enhancement for 3D Video Coding
    Linwei Zhu, Yun Zhang, Shiqi Wang, Hui Yuan, Sam Kwong, Horace H-S Ip
    IEEE Transactions on Image Processing (TIP), vol. 27, no. 11, pp. 5365-5377, Nov. 2018.

  9. Hybrid All Zero Soft Quantized Block Detection for HEVC
    Jing Cui, Ruiqin Xiong, Xinfeng Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao
    IEEE Transactions on Image Processing (TIP), vol. 27, no. 10, pp. 4987-5001, Oct. 2018.

  10. Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding
    Xiang Zhang, Jiarui Sun, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang, Wen Gao
    IEEE Transactions on Image Processing (TIP), vol. 27, no. 8, pp. 3753-3765, Aug. 2018.

  11. GPU Based Hierarchical Motion Estimation for High Efficiency Video Coding
    Falei Luo, Shanshe Wang, Shiqi Wang, Xinfeng Zhang, Siwei Ma, Wen Gao
    IEEE Transactions on Multimedia (TMM) accepted

  12. Probabilistic Decision Based Block Partitioning for Future Video Coding
    Zhao Wang, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma
    IEEE Transactions on Image Processing (TIP), vol. 27, no. 3, pp. 1475-1486, Mar. 2018.

  13. Rate-Distortion Optimized Sparse Coding with Ordered Dictionary for Image Set Compression
    Xinfeng Zhang, Weisi Lin, Yabin Zhang, Shiqi Wang, Siwei Ma, Lingyu Duan and Wen Gao
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Accepted

  14. High-Efficiency Image Coding via Near-Optimal Filtering
    Xinfeng Zhang, Shiqi Wang, Yabin Zhang, Weisi Lin, Siwei Ma and Wen Gao
    IEEE Signal Processing Letters (SPL), vol. 24, no. 9, pp. 1403-1407, Sep. 2017.

  15. Hybrid Laplace Distribution Based Low Complexity Rate-Distortion Optimized Quantization
    Jing Cui, Shanshe Wang, Shiqi Wang, Xinfeng Zhang, Siwei Ma and Wen Gao
    IEEE Transactions on Image Processing (TIP), vol. 26, no. 8, pp. 3802-3816, Aug. 2017.

  16. Low-Rank Based Nonlocal Adaptive Loop Filter for High Efficiency Video Compression
    Xinfeng Zhang, Ruiqin Xiong, Weisi Lin, Jian Zhang, Shiqi Wang, Siwei Ma and Wen Gao
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Accepted

  17. Utility-Driven Adaptive Preprocessing for Screen Content Video Compression
    Shiqi Wang, Xinfeng Zhang, Xianming Liu, Jian Zhang, Siwei Ma and Wen Gao
    IEEE Transactions on Multimedia (TMM), vol. 19, no. 3, pp. 660-667, Mar. 2017.

  18. Just-Noticeable Difference Based Perceptual Optimization for JPEG Compression
    Xinfeng Zhang, Shiqi Wang, Ke Gu, Weisi Lin, Siwei Ma and Wen Gao
    IEEE Signal Processing Letters (SPL), vol.24, no.1, pp.96-100, Jan. 2017.

  19. Adaptive Progressive Motion Vector Resolution Selection Based on Rate-Distortion Optimization
    Zhao Wang, Shiqi Wang, Jian Zhang and Siwei Ma
    IEEE Transactions on Image Processing (TIP), vol. 26, no. 1, pp. 400-413, Jan. 2017.

  20. Inter-View Dependency Based Rate Control for 3D-HEVC
    Songchao Tan, Siwei Ma, Shanshe Wang, Shiqi Wang and Wen Gao
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 27, no. 2, pp. 337-351, Feb. 2017.

  21. SSIM motivated two-pass VBR coding for high efficiency video coding
    Shiqi Wang, Abdul Rehman, Kai Zeng, Jiheng Wang and Zhou Wang
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 27, no. 10, pp. 2189 - 2203, Oct. 2017.

  22. Nonlocal In-Loop Filter: The Way Toward Next-Generation Video Coding
    Siwei Ma, Xinfeng Zhang, Jian Zhang, Chuanmin Jia, Shiqi Wang and Wen Gao
    IEEE MultiMedia (MM), vol. 23, no. 2, pp. 16-26, Apr. 2016.

  23. Low complexity encoder optimization for HEVC
    Shanshe Wang, Falei Luo, Siwei Ma, Xiang Zhang, Shiqi Wang, Debin Zhao and Wen Gao
    J.Visual Communication and Image Representation (JVCIR), vol. 35, pp. 120-131, Feb. 2016.

  24. Low Complexity Adaptive View Synthesis Optimization in HEVC Based 3D Video Coding
    Siwei Ma, Shiqi Wang and Wen Gao
    IEEE Transactions on Multimedia (TMM), vol. 16, no. 1, pp. 266-271, Jan. 2014.

  25. Mode Dependent Coding Tools for Video Coding
    Siwei Ma, Shiqi Wang, Qin Yu, Junjun Si and Wen Gao
    IEEE J. Sel. Topics Signal Processing (IEEE-JSTSP), vol. 7, no. 6, pp. 990-1000, Jun. 2013.

  26. Rate-GOP Based Rate Control for High Efficiency Video Coding
    Shanshe Wang, Siwei Ma, Shiqi Wang, Debin Zhao and Wen Gao
    IEEE J. Sel. Topics Signal Processing (IEEE-JSTSP), vol. 7, no. 6, pp. 1101-1111, Jun. 2013.

  27. Perceptual Video Coding Based on SSIM-Inspired Divisive Normalization
    Shiqi Wang, Abdul Rehman, Zhou Wang, Siwei Ma and Wen Gao
    IEEE Transactions on Image Processing (TIP), vol. 22, no. 4, pp. 1418-1429, Apr. 2013.

  28. Kinect-Like Depth Data Compression
    Jingjing Fu, Miao Dan, Weiren Yu, Shiqi Wang,Yan Lu and Shipeng Li
    IEEE Transactions on Multimedia (TMM), vol. 15, no. 6, pp. 1340-1352, Jun. 2013.

  29. SSIM-Motivated Rate-Distortion Optimization for Video Coding
    Shiqi Wang, Abdul Rehman, Zhou Wang, Siwei Ma and Wen Gao
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 22, no. 4, pp. 516-529, Apr. 2012.

  30. Extended Quad-Tree Partitioning for Future Video Coding
    Meng Wang, Junru Li, Li Zhang, Kai Zhang, Hongbin Liu, Shiqi Wang, Sam Kwong and Siwei Ma
    DCC 2019 (Oral).

  31. Fidelity or Quality? A Region-aware Framework for Enhanced Image Decoding via Hybrid Neural Networks
    Qi Mao, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma
    ICIP 2019.

  32. Layered Conceptual Image Compression via Deep Semantic Synthesis
    Jianhui Chang, Qi Mao, Zhenghui Zhao, Shanshe Wang, Shiqi Wang, Hong Zhu, Siwei Ma
    ICIP 2019.

  33. Scalable Facial Image Compression with Deep Feature Reconstruction
    Shurun Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
    ICIP 2019.

  34. CNN-Based Bi-Directional Motion Compensation for High Efficiency Video Coding
    Zhenghui Zhao, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Siwei Ma and Jiansheng Yang
    ISCAS 2018.

  35. Locally Refined Motion Compensation for Future Video Coding
    Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang and Siwei Ma
    DCC 2018 (Poster).

  36. Optimized Inter-view Prediction Based Light Field Image Compression with Adaptive Reconstruction
    Chuanmin Jia, Yekang Yang, Xinfeng Zhang, Xiang Zhang, Shiqi Wang, Shanshe Wang and Siwei Ma
    ICIP 2017.

  37. Multi-Class Ranking Based Most Probable Prediction Unit Selection for HEVC Encoding.
    Linwei Zhu, Kwong Sam, Yun Zhang, Xu Wang and Shiqi Wang
    VCIP 2017.

  38. Rate-Distortion Optimized Scan for Point Cloud Color Compression.
    Yiqun Xu, Shanshe Wang, Xinfeng Zhang, Shiqi Wang, Siwei Ma and Wen Gao
    VCIP 2017.

  39. Spatial-Temporal Residue Network Based In-Loop Filter for Video Coding.
    Chuanmin Jia, Shiqi Wang, Xinfeng Zhang, Shanshe Wang and Siwei Ma
    VCIP 2017.

  40. Intelligent analysis oriented surveillance video coding.
    Lei Zhao, Xiang Zhang, Xinfeng Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma and Wen Gao
    ICME 2017.

  41. Effective Quadtree Plus Binary Tree Block Partition Decision for Future Video Coding
    Zhao Wang, Shiqi Wang Jian Zhang, Shanshe Wang and Siwei Ma
    pp.23-32, DCC 2017 (Oral).

  42. Globally Variance-Constrained Sparse Representation for Rate-Distortion Optimized Image Representation
    Xiang Zhang, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang and Wen Gao
    pp. 380-389, DCC 2017 (Oral).

  43. Light Field Image Compression with Sub-apertures Reordering and Adaptive Reconstruction
    Chuanmin Jia, Yekang Yang, Xinfeng Zhang, Shiqi Wang, Shanshe Wang and Siwei Ma
    PCM 2017.

  44. A novel mode decision for depth map coding in 3D-AVS
    Jing Su, Falei Luo, Shanshe Wang, Shiqi Wang, Xiaoqiang Guo and Siwei Ma
    pp.1-4, VCIP 2016.

  45. Local-constrained quadtree plus binary tree block partition structure for enhanced video coding
    Zhao Wang, Shiqi Wang, Jian Zhang and Siwei Ma
    pp.1-4, VCIP 2016.

  46. Perceptually optimized sparse coding for HDR images via divisive normalization
    Lijuan Xie, Xiang Zhang, Shiqi Wang, Shanshe Wang, Xinfeng Zhang and Siwei Ma
    pp.1-4, VCIP 2016.

  47. Feature-matching based motion prediction for high efficiency video coding in cloud
    Xiang Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma and Wen Gao
    pp.1-6, ICME Workshops 2015.

  48. Inter-frame Correlation Based Quantization Parameter Offset Optimization for Screen Content Video Coding
    Juanting Fan, ShansheWang, Shiqi Wang, Ruiqin Xiong and Siwei Ma
    pp.420-423, BigMM 2015.

  49. Nonlocal Adaptive In-Loop Filter via Content-Dependent Soft-Thresholding for HEVC
    Xinfeng Zhang, Weisi Lin, Shiqi Wang and Siwei Ma
    pp.465-470, ISM 2015.

  50. SSIM-inspired two-pass rate control for High Efficiency Video Coding
    Shiqi Wang, Abdul Rehman, Kai Zeng and Zhou Wang
    pp.1-5, MMSP 2015.

  51. Rate-distortion based sparse coding for image set compression
    Xinfeng Zhang, Weisi Lin, Siwei Ma, Shiqi Wang and Wen Gao
    pp.1-4, VCIP 2015.

  52. Low Complexity Rate Distortion Optimization for HEVC
    Siwei Ma, Shiqi Wang, Shanshe Wang, Liang Zhao, Qin Yu and Wen Gao
    pp.73-82, DCC 2013 (Oral).

  53. Quadratic rou-domain based rate control algorithm for HEVC
    Shanshe Wang, Siwei Ma, Shiqi Wang, Debin Zhao and Wen Gao
    pp.1695-1699, ICASSP 2013.

  54. Overview of IEEE 1857 video coding standard
    Siwei Ma, Shiqi Wang and Wen Gao
    pp. 1500-1504, ICIP 2013.

  55. Fast multi reference frame motion estimation for high efficiency video coding
    Shanshe Wang, Siwei Ma, Shiqi Wang, Debin Zhao and Wen Gao
    pp.2005-2009, ICIP 2013.

  56. Multi layer based rate control algorithm for HEVC
    Shanshe Wang, Siwei Ma, Li Zhang, Shiqi Wang, Debin Zhao and Wen Gao
    pp.41-44, ISCAS 2013.

  57. Laplace distribution based CTU level rate control for HEVC
    Junjun Si, Siwei Ma, Shiqi Wang and Wen Gao
    pp.1-6, VCIP 2013.

  58. Early termination of coding unit splitting for HEVC
    Qin Yu, Xinfeng Zhang, Shiqi Wang and Siwei Ma
    pp.1-4, APSIPA 2012.

  59. Kinect-Like Depth Compression with 2D+T Prediction
    Jingjing Fu, Dan Miao, Weiren Yu, Shiqi Wang, Yan Lu and Shipeng Li
    pp.599-604, ICME Workshops 2012.

  60. Content-aware layered compound video compression
    Shiqi Wang, Jingjing Fu, Yan Lu, Shipeng Li and Wen Gao
    pp.145-148, ISCAS 2012.

  61. Zero-synthesis view difference aware view synthesis optimization forHEVCbased 3D video compression
    Siwei Ma, Shiqi Wang and Wen Gao
    pp.1-6, VCIP 2012.

  62. Rate-SSIM optimization for video coding
    Shiqi Wang and Abdul Rehman, Zhou Wang, Siwei Ma and Wen Gao
    pp.833-836, ICASSP 2011.

  63. SSIM-inspired divisive normalization for perceptual video coding
    Shiqi Wang and Abdul Rehman, Zhou Wang, Siwei Ma and Wen Gao
    pp.1657-1660, ICIP 2011.

  64. SSIM based perceptual distortion rate optimization coding
    Shiqi Wang, Siwei Ma and Wen Gao
    VCIP 2011.

-Visual Analysis and Feature Compression

  1. Learning Generalized Deep Feature Representation for Face Anti-spoofing
    Haoliang Li, Peisong He, Shiqi Wang, Rocha Anderson, Xinghao Jiang and Alex Kot
    IEEE Transactions on Information Forensics and Security (TIFS), in press

  2. Unsupervised Domain Adaptation for Face Anti-Spoofing
    Haoliang Li, Wen Li, Hong Cao, Shiqi Wang, Feiyue Huang, Alex Kot
    IEEE Transactions on Information Forensics and Security (TIFS), in press

  3. Embedding Adversarial Learning for Vehicle Re-Identification
    Yihang Lou, Bai Yan, Jun Liu, Shiqi Wang, and Lingyu Duan
    IEEE Transactions on Image Processing (TIP), in press

  4. Fast MPEG-CDVS Encoder With GPU-CPU Hybrid Computing
    Lingyu Duan, Wei Sun, Xinfeng Zhang, Shiqi Wang, Jie Chen, Jianxiong Yin, Simon See, Tiejun Huang, Alex C. Kot, Wen Gao
    IEEE Transactions on Image Processing (TIP), vol. 27, no. 5, pp. 2201 - 2216, Mar. 2018.

  5. Group Sensitive Triplet Embedding for Vehicle Re-identification
    Yan Bai, Yihang Lou, Feng Gao, Shiqi Wang, Yuwei Wu, Lingyu Duan
    IEEE Transactions on Multimedia (TMM), In press

  6. Compact Descriptors for Video Analysis: the Emerging MPEG Standard
    Lingyu Duan, Vijay Chandrasekhar, Shiqi Wang, Yihang Lou, Jie Lin,Yan Bai, Tiejun Huang, Alex Kot and Wen Gao
    IEEE Multimedia (MM), in press.

  7. AI Oriented Large-Scale Video Management for Smart City: Technologies, Standards and Beyond
    Lingyu Duan, Yihang Lou, Shiqi Wang, Wen Gao, Yong Rui
    IEEE Multimedia (MM), in press.

  8. Joint Feature and Texture Coding: Towards Smart Video Representation via Front-end Intelligence
    Siwei Ma, Xiang Zhang, Shiqi Wang, Xinfeng Zhang, Chuanmin Jia, Shanshe Wang
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), in press.

  9. HNIP: Compact Deep Invariant Representations for Video Matching, Localization, and Retrieval
    Jie Lin, Lingyu Duan, Shiqi Wang, Yan Bai, Yihang Lou, Vijay Chandrasekhar, Tiejun Huang, Alex Kot and Wen Gao
    IEEE Transactions on Multimedia (TMM), vol. 19, no. 9, pp. 1968-1983, Sep. 2017.

  10. A Joint Compression Scheme of Video Feature Descriptors and Visual Content
    Xiang Zhang, Siwei Ma, Shiqi Wang, Xinfeng Zhang, Huifang Sun and Wen Gao
    IEEE Transactions on Image Processing (TIP), vol. 26, no. 2, pp. 633-647, Feb. 2017.

  11. Towards Knowledge as a Service over Networks: A Deep Learning Model Communication Paradigm
    Ziqian Chen, Ling-Yu Duan, Shiqi Wang, Yihang Lou, Tiejun Huang, Dapeng Oliver Wu, Wen Gao
    IEEE Journal on Selected Areas in Communications (JSAC), in press

  12. Heterogeneous Domain Adaptation via Non-linear Matrix Factorization
    Haoliang Li, Sinno Jialin Pan, Shiqi Wang and Alex Kot
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), in press

  13. AI Oriented Large-Scale Video Management for Smart City: Technologies, Standards and Beyond
    Lingyu Duan, Yihang Lou, Shiqi Wang, Wen Gao and Yong Rui
    IEEE Multimedia

  14. VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild
    Yihang Lou, Yan Bai, Jun Liu, Shiqi Wang and Lingyu Duan
    CVPR 2019.

  15. Self-critical n-step Training for Image Captioning
    Junlong Gao, Shiqi Wang, Shanshe Wang, Siwei Ma and Wen Gao
    CVPR 2019.

  16. Self-critical n-step Training for Image Captioning
    Qiudan Zhang, Xu Wang, Shiqi Wang, Shikai Li, Sam Kwong and Jianmin Jiang
    CVPR 2019.

  17. Domain Generalization with Adversarial Feature Learning
    Haoliang Li, Sinno Jialin Pan, Shiqi Wang and Alex Kot
    CVPR 2018.

  18. Multi-Scale Context Attention Network for Image Retrieval
    Yihang Lou, Yan Bai, Shiqi Wang and Lingyu Duan
    ACM Multimedia 2018.

  19. From Data to Knowledge: Deep Learning Model Compression, Transmission and Communication
    Ziqian Chen, Shiqi Wang, Dapeng Wu, Tiejun Huang, Lingyu Duan
    ACM Multimedia 2018.

  20. When Deep Fool Meets Deep Prior: Adversarial Attack on Super-Resolution Network
    Minghao Yin, Yongbing Zhang, Xiu Li, Shiqi Wang
    ACM Multimedia 2018.

  21. Image Quality Assessment Based Lable Smoothing in Deep Neural Network Learning
    Zhuo Chen, Weisi Lin, Shiqi Wang, Long Xu, Leida Li
    ICASSP 2018.

  22. From Part to Whole: Who is Behind the Painting?
    Daiqian Ma, Feng Gao, Yan Bai, Yihang Lou, Shiqi Wang, Tiejun Huang, Ling-Yu Duan
    ACM Multimedia 2017.

  23. Improving object detection with region similarity learning
    Feng Gao, Yihang Lou, Yan Bai, Shiqi Wang, Tiejun Huang, Ling-Yu Duan
    ICME 2017.

  24. Incorporating intra-class variance to fine-grained visual recognition
    Yan Bai, Feng Gao, Yihang Lou, Shiqi Wang, Tiejun Huang, Ling-Yu Duan
    ICME 2017.

  25. Deep regional feature pooling for video matching.
    Yan Bai, Jie Lin, Vijay Chandrasekhar, Yihang Lou, Shiqi Wang, Ling-Yu Duan, Tiejun Huang, Alex Kot
    ICIP 2017.

  26. GPU based fast MPEG-CDVS Encoder.
    Wei Sun, Xinfeng Zhang, Shiqi Wang, Jie Chen, Ling-Yu Duan
    ICIP 2017.

  27. Image Recapturing Detection with Convolutional and Recurrent Neural Network
    Haoliang Li, Shiqi Wang and Alex. KOT
    IS&T/SPIE Media Watermarking, Security, and Forensics Conference 2017.

  28. Compact Deep Invariant Descriptors for Video Retrieval
    Yihang Lou, Yan Bai, Jie Lin, Shiqi Wang, Jie Chen, Vijay Chandrasekhar, Ling-Yu Duan, Tiejun Huang, Alex ChiChung Kot and Wen Gao
    pp. 420-429, DCC 2017 (Oral).

  29. Face spoofing detection with image quality regression
    Haoliang Li, Shiqi Wang and Alex C. Kot
    pp.1-6, IPTA 2016.

  30. From Visual Search to Video Compression: A Compact Representation Framework for Video Feature Descriptors
    Xiang Zhang, Siwei Ma, Shiqi Wang, Shanshe Wang, Xinfeng Zhang and Wen Gao
    pp.407-416, DCC 2016 (Oral).

  31. An efficient coding framework for compact descriptors extracted from video sequence
    Zhangshuai Huang, Ling-Yu Duan, Jie Lin, Shiqi Wang, Siwei Ma and Tiejun Huang
    pp.3822-3826, ICIP 2015.

-Visual Quality Assessment

  1. Divisively Normalized Sparse Coding: Towards Perceptual Visual Signal Representation
    Xiang Zhang, Siwei Ma, Shiqi Wang, Jian Zhang, Huifang Sun, Wen Gao
    IEEE Transactions on Cybernetics (TCYB) accepted

  2. No-Reference Quality Assessment for View Synthesis Using DoG-based Edge Statistics and Texture Naturalness
    Yu Zhou, Leida Li, Shiqi Wang, Jijian Wu, Yuming Fang, Xinbo Gao
    IEEE Transactions on Image Processing (TIP) accepted

  3. Towards Accurate Quality Estimation of Screen Content Pictures with Very Sparse Reference Information
    Zhifang Xia, Ke Gu, Shiqi Wang, Hantao Liu, Sam Kwong
    IEEE Transactions on Industrial Electronics (TIE) accepted

  4. Fine-Grained Quality Assessment for Compressed Images
    Xinfeng Zhang, Weisi Lin, Shiqi Wang, Jiaying Liu, Siwei Ma, Wen Gao
    IEEE Transactions on Image Processing (TIP) accepted

  5. Blind Quality Assessment of Camera Images Based on Low-level and High-level Statistical Features
    Yutao Liu, Ke Gu, Shiqi Wang, Debin Zhao, Wen Gao
    IEEE Transactions on Multimedia (TMM) accepted

  6. Reduced-Reference Quality Assessment of Screen content images
    Shiqi Wang, Ke Gu, Xinfeng Zhang, Weisi Lin, Siwei Ma and Wen Gao
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 28, pp. 1-14, no. 1, Jan. 2018.

  7. No-Reference and Robust Image Sharpness Evaluation Based on Multiscale Spatial and Spectral Features
    Leida Li, Wenhan Xia, Weisi Lin, Yuming Fang and Shiqi Wang
    IEEE Transactions on Multimedia (TMM), vol. 19, no. 5, pp. 1030-1040, May 2017.

  8. Objective Quality Assessment of Screen Content Images by Uncertainty Weighting
    Yuming Fang, Jiebin Yan, Jiaying Liu, Shiqi Wang, Qiaohong Li and Zongming Guo
    IEEE Transactions on Image Processing (TIP), vol. 26, no. 4, pp. 2016-2027, Apr.2017.

  9. Asymmetrically Compressed Stereoscopic 3D Videos: Quality Assessment and Rate-Distortion Performance Evaluation
    Jiheng Wang, Shiqi Wang and Zhou Wang
    IEEE Transactions on Image Processing (TIP), vol. 26, no. 3, pp. 1330-1343, Mar. 2017.

  10. Perceptual Depth Quality in Distorted Stereoscopic Images
    Jiheng Wang, Shiqi Wang, Kede Ma and Zhou Wang
    IEEE Transactions on Image Processing (TIP), vol. 26, no. 3, pp. 1202-1215, Mar. 2017.

  11. Entropy of Primitive: From Sparse Representation to Visual Information Evaluation
    Siwei Ma, Xiang Zhang, Shiqi Wang,Jian Zhang, Huifang Sun and Wen Gao
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 27, no. 2, pp. 249-260, Feb. 2017.

  12. No-Reference Quality Assessment of Deblurred Images Based on Natural Scene Statistics
    Leida Li, Ya Yan, Zhaolin Lu, Jinjian Wu, Ke Gu and Shiqi Wang
    IEEE Access, vol. 5, pp. 2163-2171, Feb. 2017.

  13. Quality Assessment of DIBR-Synthesized Images by Measuring Local Geometric Distortions and Global Sharpness
    Leida Li, Yu Zhou, Ke Gu, Weisi Lin, Shiqi Wang
    IEEE Transactions on Multimedia (TMM), accepted.

  14. Objective Quality Assessment and Perceptual Compression of Screen Content Images
    Shiqi Wang, Ke Gu, Kai Zeng, Zhou Wang and Weisi Lin
    IEEE Computer Graphics and Applications (CG&A), Accepted

  15. Subjective and Objective Quality Assessment of Compressed Screen Content Images
    Shiqi Wang, Ke Gu, Xiang Zhang,Weisi Lin, Li Zhang, Siwei Ma and Wen Gao
    IEEE J. Emerg. Sel. Topics Circuits Syst (JETCAS), vol. 6, no. 4, pp. 532-543, 2016.

  16. Content-weighted mean-squared error for quality assessment of compressed images
    Ke Gu, Shiqi Wang,Guangtao Zhai, Siwei Ma, Xiaokang Yang and Wenjun Zhang
    Signal, Image and Video Processing (SIVP), vol. 10, no. 5, pp. 803-810, 2016.

  17. Perceptual quality evaluation for image defocus deblurring
    Leida Li, Ya Yan, Yuming Fang, Shiqi Wang, Lu Tang and Jiansheng Qian
    Sig. Proc.: Image Comm. (SPIC), vol 48, pp. 81-91, 2016.

  18. Analysis of Distortion Distribution for Pooling in Image Quality Prediction
    Ke Gu, Shiqi Wang, Guangtao Zhai, Weisi Lin, Xiaokang Yang and Wenjun Zhang
    IEEE Transactions on Broadcasting (TBC), vol 62, no. 2, pp. 446-456, 2016.

  19. Blind Quality Assessment of Tone-Mapped Images Via Analysis of Information, Naturalness, and Structure
    Ke Gu, Shiqi Wang, Guangtao Zhai, Siwei Ma, Xiaokang Yang, Weisi Lin, Wenjun Zhang and Wen Gao
    IEEE Transactions on Multimedia (TMM), vol. 18, no. 3, pp. 432-443, Mar. 2016.

  20. Saliency-Guided Quality Assessment of Screen Content Images
    Ke Gu, Shiqi Wang,Huan Yang, Weisi Lin, Guangtao Zhai, Xiaokang Yang and Wenjun Zhang
    IEEE Transactions on Multimedia (TMM), vol. 18, no. 6, pp. 1098-1110, Jun. 2016.

  21. A Patch-Structure Representation Method for Quality Assessment of Contrast Changed Images
    Shiqi Wang, Kede Ma, Hojatollah Yeganeh, Zhou Wang and Weisi Lin
    IEEE Signal Processing Letters (SPL), vol. 22, no. 12, pp. 2387-2390, Dec. 2015.

  22. Quality Prediction of Asymmetrically Distorted Stereoscopic 3D Images
    Jiheng Wang, Abdul Rehman, Kai Zeng, Shiqi Wang and Zhou Wang
    IEEE Transactions on Image Processing (TIP), vol. 24, no. 11, pp. 3400-3414, Nov. 2015.

  23. Just Noticeable Difference Estimation for Screen Content Images
    Shiqi Wang, Lin Ma, Yuming Fang, Weisi Lin, Siwei Ma and Wen Gao
    IEEE Transactions on Image Processing (TIP), vol. 25, no. 8, pp. 3838-3851, Aug. 2016.

  24. No reference perceptual image quality metric using gradient profiles for JPEG2000
    Luhong Liang, Shiqi Wang, Jianhua Chen, Siwei Ma, Debin Zhao and Wen Gao
    Sig. Proc.: Image Comm. (SPIC), vol. 25, no. 7, pp. 502-516, 2010.

  25. Internal Generative Mechanism Inspired Reduced Reference Image Quality Assessment with Entropy of Primitive.
    Shanshe Wang, Shiqi Wang, Ke Gu, Siwei Ma and Wen Gao
    VCIP 2017.

  26. Quality assessment of multi-view-plus-depth images.
    Jiheng Wang, Shiqi Wang, Kai Zeng and Zhou Wang
    ICME 2017.

  27. Blind quality prediction of stereoscopic 3D images
    Jiheng Wang, Qingbo Wu, Abdul Rehman, Shiqi Wang and Zhou Wang
    IS&T/SPIE Electronic Imaging: Human Vision and Electronic Imaging 2017.

  28. Objective quality assessment of tone-mapped videos
    Hojatollah Yeganeh, Shiqi Wang, Kai Zeng, Mahzar Eisapour and Zhou Wang
    pp.899-903, ICIP 2016.

  29. Quality assessment of tone-mapped images based on sparse representation
    Lijuan Xie, Xiang Zhang, Shiqi Wang, Xinfeng Zhang and Siwei Ma
    pp.2218-2221, ISCAS 2016.

  30. Objective Quality Assessment of Screen Content Images by Structure Information
    Yuming Fang, Jiebin Yan, Jiaying Liu, Shiqi Wang, Qiaohong Li and Zongming Guo
    pp.609-616, PCM 2016.

  31. Perceptual screen content image quality assessment and compression
    Shiqi Wang, Ke Gu, Kai Zeng, Zhou Wang and Weisi Lin
    pp.1434-1438, ICIP 2015.

  32. Quality prediction of asymmetrically compressed stereoscopic videos
    Jiheng Wang, Shiqi Wang and Zhou Wang
    pp.3427-3431, ICIP 2015.

  33. Objective video presentation QoE predictor for smart adaptive video streaming
    Zhou Wang, Kai Zeng, Abdul Rehman, Hojat Yeganeh, Shiqi Wang
    SPIE Applications of Digital Image Processing XXXVIII 2015.

  34. Towards Accurate and Efficient Image Quality Assessment with Interest Points
    Xiang Zhang, Shiqi Wang, Siwei Ma and Wen Gao
    pp.164-170, BigMM 2015.

  35. Screen image quality assessment incorporating structural degradation measurement
    Ke Gu, Shiqi Wang, Guangtao Zhai, Siwei Ma and Weisi Lin
    pp.125-128, ISCAS 2015.

  36. Towards accurate visual information estimation with Entropy of Primitive
    Xiang Zhang, Shiqi Wang, Guangtao Zhai, Siwei Ma and Weisi Lin
    pp.125-128, ISCAS 2015.

  37. Perceptual quality assessment of high frame rate video
    Rasoul Mohammadi Nasiri, Jiheng Wang, Abdul Rehman, Shiqi Wang and Zhou Wang
    pp.1-6, MMSP 2015.

  38. Depth perception of distorted stereoscopic images
    Jiheng Wang, Shiqi Wang and Zhou Wang
    pp. 1-6, MMSP 2015.

  39. Study on subjective quality assessment of Screen Content Images
    Sheng Shi, Xiang Zhang, Shiqi Wang, Ruiqin Xiong and Siwei Ma
    pp.75-79, PCS 2015.

  40. A study on interest point guided visual saliency
    Xiang Zhang, Shiqi Wang, Ruiqin Xiong and Siwei Ma
    pp.75-79, PCS 2015.

  41. Sparse Structural Similarity for Objective Image Quality Assessment
    Xiang Zhang, Shiqi Wang, Ke Gu, Tingting Jiang, Siwei Ma and Wen Gao
    pp.1561-1566, SMC 2015.

  42. Reduced reference image quality assessment using entropy of primitives
    Shiqi Wang and Xiang Zhang, Siwei Ma and Wen Gao
    pp.193-196, PCS 2013.

  43. Entropy of primitive: A top-down methodology for evaluating the perceptual visual information
    Xiang Zhang, Shiqi Wang, Siwei Ma, Shaohui Liu and Wen Gao
    pp.1-6, VCIP 2013.

-Image/Video Processing and Restoration

  1. Sparsity-Based Image Error Concealment via Adaptive Dual Dictionary Learning and Regularization
    Xianming Liu, Deming Zhai, Jiantao Zhou, Shiqi Wang, Debin Zhao and Huijun Gao
    IEEE Transactions on Image Processing (TIP), vol. 26, no. 2, pp. 782-796, Feb. 2017.

  2. Joint Chroma Downsampling and Upsampling for Screen Content Image
    Shiqi Wang, Ke Gu, Siwei Ma and Wen Gao
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 26, no. 9, pp. 1595-1609, Sep. 2016.

  3. Guided Image Contrast Enhancement Based on Retrieved Images in Cloud
    Shiqi Wang, Ke Gu, Siwei Ma, Weisi Lin, Xianming Liu and Wen Gao
    IEEE Transactions on Multimedia (TMM), vol. 18, no. 2, pp. 219-232, Feb. 2016.

  4. Deep convolutional network based image quality enhancement for low bit rate image
    Chuanmin Jia, Xiang Zhang, Jian Zhang, Shiqi Wang and Siwei Ma
    pp.1-4, VCIP 2016.

  5. Improved entropy of primitive for visual information estimation
    Shurun Wang, Zhenghui Zhao, Xiang Zhang, Jian Zhang, Shiqi Wang, Siwei Ma and Wen Gao
    pp.1-4, VCIP 2016.

  6. Cloud Based Image Contrast Enhancement
    Shiqi Wang, Ke Gu, Siwei Ma, Weisi Lin, Xiang Zhang and Wen Gao
    pp.148-155, BigMM 2015.

  7. A general histogram modification framework for efficient contrast enhancement
    Ke Gu, Guangtao Zhai, Shiqi Wang, Min Liu, Jiantao Zhou and Weisi Lin
    pp.2816-2819, ISCAS 2015.

  8. Image guided label map propagation in video sequences
    Shuolin Di, Zhebin Zhang, Shiqi Wang, Nan Zhang and Siwei Ma
    pp.2820-2823, ISCAS 2015.

  9. Kinect-like depth denoising
    Jingjing Fu, Shiqi Wang, Yan Lu, Shipeng Li and Wenjun Zeng
    pp.512-515, ISCAS 2012.


Professional Activities

-Reviewers
-Awards
-TPC member
-Special Session Organizer



Last update: Nov 18, 2018.