Image Inpainting Detection via Enriched Attentive Pattern with Near Original Image Augmentation Wenhan Yang, Rizhao Cai, and Alex C. Kot, 10-14 Oct 2022, ACM Multimedia (ACMMM) 2022 Learning to Remove Rain in Video with Self-Supervision Wenhan Yang, Robby T Tan, Shiqi Wang, Alex C Kot, Jiaying Liu, 4 Jul 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) 2022Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond Y Yu, WH Yang, YP Tan, and Alex C. Kot, 19-24 Jun 2022, IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2022Neural Data-Dependent Transform for Learned Image Compression Dezhao Wang, Wenhan Yang, Yueyu Hu, and Jiaying Liu, 19-24 Jun 2022, IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2022Parameter-Free Style Projection for Arbitrary Image Style Transfer Siyu Huang, Haoyi Xiong, Tianyang Wang, Bihan Wen, Qingzhong Wang, Zeyu Chen, Jun Huan, and Dejing Dou, 23-27 May 2022, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, and Ce Zhu, 23-27 May 2022, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022Motion-Adaptive Detection of HEVC Double Compression with the Same Coding Parameters Qiang Xu, Xinghao Jiang, Tanfeng Sun, and Alex C. Kot, 18 May 2022, IEEE Transactions on Information Forensics & Security (TIFS) 2022Benchmarking Single-image Reflection Removal Algorithms RJ Wan, BX Shi, HL Li, YC Hong, LY Duan, and AC Kot, 19 Apr 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) 2022Towards More Efficient Security Inspection Via Deep Learning: A Task-Driven X-Ray Image Cropping Scheme Hong Duc NGUYEN, Rizhao Cai, Heng Zhao, Alex C. Kot, and Bihan Wen, 31 Mar 2022, Micromachines 2022FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction Chen, Xiang, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Zhiyuan Zha,
Bihan Wen, and Yi Zhang, 2 Mar 2022, IEEE Transactions on Medical Imaging 2022Low-Light Image Enhancement with Normalizing Flow Yufei Wang, Renjie Wan, Haoliang Li, Wenhan Yang, Lap-Pui Chau, and Alex C. Kot, 22 Feb - 1 Mar 2022, 36th AAAI Conference on Artificial Intelligence (AAAI 2022)Low-Rankness Guided Group Sparse Representation for Image Restoration Zha, Zhiyuan, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, and Alex Chichung Kot, 7 Feb 2022, IEEE
Transactions on Neural Networks and Learning Systems (TNNLS) 2022
Automatic Skin Quality Assessment for Everyone Qian Zheng, Ankur Purwar, Heng Zhao, Guang-Liang Lim, Ling Li, Debasish Behera, Qian Wang, Min Tan, Rizhao Cai, Jennifer Werner, Dennis Sng, Maurice van Steensel, Weisi Lin,and Alex C. Kot, 16-20 Jan 2021, 2021 Electronic Imaging – Imaging and Multimedia Analytics at the Edge 2022 Conference (EI 2022) 2021Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions Yi Chenyu, Li Haolaing, Yang Siyuan, Tan Yap Peng, Alex C. Kot, 6-14 Dec 2021, 35th Conference on Neural Information Processing Systems (NeurIPS) 2021Low-Rank Regularized Joint Sparsity for Image Denoising Zha, Zhiyuan, Bihan Wen, Xin Yuan, Jiantao Zhou, and Ce Zhu, 19-22 Sep 2021, IEEE International Conference on Image Processing (ICIP) 2021R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery Zhang, Rongkai, Jiang Zhu, Zhiyuan Zha, Justin Dauwels, and Bihan Wen, 19-22 Sep 2021, IEEE International Conference on Image Processing (ICIP) 2021Exploiting Non-Local Priors via Self-Convolution For Highly-Efficient Image Restoration Guo, Lanqing, Zhiyuan Zha, Saiprasad Ravishankar, and Bihan Wen, 24 May 2021, IEEE
Transactions on Image Processing (TIP) 2021Non-Convex Structural Sparsity Residual Constraint for Image Restoration Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Ce Zhu, 23 Jun 2021, IEEE Transactions
on Cybernetics 2021Triply Complementary Priors for Image Restoration Zhiyuan Zha, Bihan Wen, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Ce Zhu, 16 Jun 2021, IEEE Transactions on
Image Processing (TIP) 2021Indoor Lighting Estimation using an Event Camera Zehao Chen, Qian Zheng, Peisong
Niu, Huajin Tang, Gang Pan, Conference on Computer Vision and Pattern Recognition (CVPR) 2021Panoramic Image Reflection Removal Yuchen Hong, Qian Zheng, Lingran Zhao, Xudong Jiang, Alex C. Kot, and Boxin Shi, Conference on Computer Vision and Pattern Recognition
(CVPR) 2021Image Restoration via Reconciliation of Group Sparsity and Low-rank Models Qiang Xu, Xinghao Jiang, Tanfeng Sun, Alex C. Kot, IEEE Transactions on Image Processing
(TIP) 2021Detection of HEVC Double Compression with Non-Aligned GOP Structures via Inter-Frame Quality Degradation Analysis Qiang
Xu, Xinghao Jiang, Tanfeng Sun, Alex C. Kot, Neurocomputing 2021Self-Convolution: A Highly-Efficient Operator for Non-Local Image Restoration Lanqing Guo, Zhiyuan Zha, Saiprasad Ravishankar, Bihan Wen, Conference on Computer Vision and Pattern Recognition (CVPR) 2021On Convergence of Gradient Expected Sarsa(λ) Long Yang, Gang Zheng, Yu Zhang, Qian Zheng, Pengfei Li, Gang Pan, 35th AAAI Conference on Artificial Intelligence
(AAAI) 2021Sample Complexity of Policy Gradient Finding Second-Order Stationary Points Long Yang, Qian Zheng, Gang Pan, 35th AAAI Conference on Artificial Intelligence (AAAI) 2021A Hybrid Structural Sparsification Error Model for Image Restoration Zhiyuan Zha, Bihan Wen, Xin Yuan, JT Zhou, Ce Zhu, and A C Kot, The IEEE Transactions
on Neural Networks and Learning Systems (TNNLS) 2021Detection of transcoded HEVC videos based on in-loop filtering and PU partitioning analyses Qiang Xu, Xinghao Jiang, Tanfeng Sun, Alex
C. Kot, Signal Processing: Image Communication 2021
Single Image Reflection Removal with Absorption Effect Qian Zheng, Boxin
Shi, Jinnan Chen, Xudong Jiang, Ling-Yu Duan, and Alex C. Kot, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020The Enhancement of Underexposed Images with Blurred Reflectance Renjie Wan, Boxin Shi, Haoliang Li, Lingyu Duan, Alex C. Kot, The 27th IEEE International
Conference on Image Processing (ICIP) 2020The Power of Triply Complementary Priors for Image Compressive Sensing Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu, IEEE Conference on
Computer Vision and Pattern Recognition (CVPR) 2020Data Representation in Hybrid Coding Framework for Feature Maps Compression Zhuo Chen, Ling-Yu Duan, Shiqi Wang, Weisi Lin, Alex C. Kot, The 27th IEEE International
Conference on Image Processing (ICIP) 2020Face Image Reflection Removal Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Alex C. Kot, International Journal of Computer Vision (IJCV) 2020Splitting vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation Tianyi
Zhang, Guosheng Lin, Jianfei Cai, Alex C. Kot, The European Conference on Computer Vision (ECCV) 2020Group Sparsity Residual Constraint With Non-Local Priors for Image Restoration Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu, IEEE Transactions
on Image Processing (TIP) 2020Image Restoration via Simultaneous Nonlocal Self-Similarity Priors Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen, IEEE Transactions on Image Processing
(TIP) 2020Image Restoration Using Joint Patch-Group-Based Sparse Representation Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu, IEEE Transactions
on Image Processing (TIP) 2020Reconciliation of Group Sparsity and Low-Rank Models for Image Restoration Renjie Wan, Boxin Shi, Haoliang Li, Lingyu Duan, Alex C. Kot, IEEE Conference
on Computer Vision and Pattern Recognition (CVPR) 2020Reflection Scene Separation from a Single Image Renjie Wan, Boxin Shi, Haoliang
Li, Lingyu Duan, Alex C. Kot, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020What Does Plate Glass Reveal About Camera Calibration Qian Zheng, Jinnan
Chen, Zhan Lu, Boxin Shi, Xudong Jiang, Kim-Hui Yap, Ling-Yu Duan, Alex C. Kot, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020Summary Study of Data-Driven Photometric Stereo Qian Zheng, Boxin Shi, Gang Pan, Virtual Reality & Intelligent Hardware (VRIH) 2020A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu, IEEE Transactions
on Image Processing (TIP) 2020DeepImaging: A Ground Moving Target Imaging Based on CNN for SAR-GMTI System Huilin Mu, Yun Zhang, Chang Ding, Yicheng Jiang, Meng Hwa Er, Alex C. Kot, IEEE
Geoscience and Remote Sensing Letters (GRSL) 2020
Lossy Compression Framework For Intermediate Deep Feature Compression Z. Chen, K. Fan, W. Lin, L. Duan, A. C. Kot, Singapore Provisional Patent 10201908371Q, 2019Lossy Intermediate Deep Learning Feature Compression and Evaluation Z. Chen, K. Fan, S. Wang, L. Duan, W. Lin, A. C. Kot, 27th ACM International Conference on Multimedia (ACMMM) 2019From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu, IEEE
Transactions on Image Processing (TIP) 2019Learning to Jointly Generate and Separate Reflections Daiqian Ma, Renjie
Wan, Boxin Shi, Alex C. Kot, Ling-Yu Duan, IEEE/CVF Internaltional Conference on Computer Vision (ICCV) 2019SPLINE-Net: Sparse Photometric Stereo through Lighting Interpolation and Normal Estimation Networks Qian Zheng, Yiming Jia, Boxin Shi, Xudong Jiang, Ling-Yu Duan, and Alex C Kot, International Conference on
Computer Vision (ICCV) 2019CoRRN: Cooperative Reflection Removal Network Renjie Wan (NTU), Boxin Shi (PKU), Haoliang Li (NTU), Lingyu Duan (PKU), Ah-Hwee Tan (NTU), Alex C. Kot (NTU), IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2019A Comparative Study for the Nuclear Norms Minimization Methods Zhiyuan Zha, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu, IEEE International Conference on Image Processing
(ICIP) 2019Simultaneous Nonlocal Self-Similarity Prior for Image Denoising Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu, IEEE International
Conference on Image Processing (ICIP) 2019Denoising Adversarial Networks for Rain Removal and Reflection Removal Qian Zheng, Boxin Shi, Xudong Jiang, Ling-Yu Duan, Alex C Kot, IEEE International Conference on Image Processing (ICIP) 2019Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation T. Zhang, G. Lin, J. Cai, T. Shen, C. Shen, A. Kot, IEEE Transactions on Multimedia (TMM), Vol 21, No 11, 2019Semantic Segmentation via Domain Adaptation with Global Structure Embedding T. Zhang, G. Lin, J. Cai and A. Kot, Visual Communications and Image Processing
(VCIP) 2019Task-in-all Domain Adaptation for Semantic Segmentation T. Zhang, J. Yang, C. Zheng, G. Lin, J. Cai and A. Kot, Visual Communications and Image Processing
(VCIP) 2019Fast Text Paragraph Image Classification based on Deep Neural Network Devadeep Shyam, Omkar Prabhune, and Alex Kot, IEEE International Conference on Computer and Communications Engineering Technology (CCET) 2019 Scene Graph Generation with External Knowledge and Image Reconstruction Jiuxiang Gu, Handong Zhao, Zhe Lin, Sheng Li, Jianfei Cai, Mingyang Ling, IEEE Conference
on Computer Vision and Pattern Recognition (CVPR) 2019*Heterogeneous Domain Adaptation via Non-linear Matrix Factorization Haoliang Li, Sinno Jialin Pan, Shiqi Wang, Alex C. Kot, IEEE Transactions
on Neural Networks and Learning Systems (TNNLS) 2019*Beyond Ranking Loss: Deep Holographic Networks for Multi-label Video Search Zhuo Chen, Jie Lin, Zhe Wang, Vijay Chandrasekhar, Weisi
Lin, IEEE International Conference on Image Processing (ICIP) 2019Toward Intelligent Sensing: Intermediate Deep Feature Compression Z. Chen, K. Fan, S. Wang, L. Duan, W. Lin, A. C. Kot, IEEE Transactions on Image Processing (TIP) 2019Remote Detection of Idling Cars Using Infrared Imaging and Deep Networks Muhammet Bastan, Kim-Hui Yap, Lap-Pui Chau, Neural Computing & Applications 2019Numerical Reflectance Compensation for Non-Lambertian Photometric Stereo Qian Zheng, Ajay Kumar, Boxin Shi, Gang Pan, IEEE Transactions on Image Processing
(TIP) 2019Exposing Video Compression History by Detecting Transcoded HEVC Videos from AVC Coding Shan Bian, Haoliang Li, Tianji Gu, Alex C. Kot, Symmetry 2019
*Motion-Guided Cascaded Refinement Network for Video Object Segmentation Ping
Hu, Gang Wang, Xiangfei Kong, Jason Kuen, Yap-peng Tan, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018Compact Descriptors for Video Analysis: the Emerging MPEG Standard Ling-Yu Duan, Yihang Lou, Yan Bai, Tiejun Huang, Wen Gao, Vijay Chandrasekhar, Jie Lin, Shiqi Wang, Alex
C. Kot, IEEE MultiMedia 2018Region-Aware Reflection Removal With Unified Content and Gradient Priors Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Wen Gao, Alex C. Kot, IEEE Transactions
onImage Processing (TIP) 2018CRRN: Multi-Scale guided Concurrent Reflection Removal R Wan, B Shi, L Y Duan, A H Tan, and A C Kot, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018Efficient Video Object Co-localization with Co-saliency Activated Tracklets Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan, IEEE Transactions
on Circuits and Systems for Video Technology (TCSVT) 2018Fast MPEG-CDVS Encoder With GPU-CPU Hybrid Computing Ling-Yu 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) 2018*Computer Graphics Identification Combining Convolutional and Recurrent Neural Networks Peisong He, Xinghao Jiang, Tanfeng Sun, Haoliang Li, IEEE Signal
Processing Letters (SPL) 2018
No-Reference Image Quality Assessment for Image Auto-Denoising Xiangfei Kong, Qingxiong Yang, International Journal of Computer Vision (IJCV) 2017High-Efficiency Image Coding via Near-Optimal Filtering Xinfeng Zhang, Shiqi Wang, Yabin Zhang, Weisi Lin, Siwei Ma, Wen Gao, IEEE Signal Processing Letters (SPL) 2017*Video Summarization via Multi-View Representative Selection Jingjing Meng, Suchen Wang, Hongxing Wang, Junsong Yuan, Yap-Peng Tan, Internaltional Conference on Computer Vision (ICCV) 2017Band-Wise Adaptive Sparsity Regularization for Quantized Compressed Sensing Exploiting Nonlocal Similarity Jing Mu, Ruiqin Xiong, Xinfeng Zhang, Siwei Ma, Data Compression Conference (DCC) 2017MultipleLevel Feature Based Measure for Retargeted Image Quality Yabin Zhang, Weisi Lin, Qiaohong Li, Wentao Cheng, Xinfeng Zhang, IEEE Transactions on Image Processing (TIP) 2017Deep Regional Feature Pooling for Video Matching Yan Bai, Jie Lin, Vijay Chandrasekhar, Yihang Lou, Shiqi Wang, Ling-Yu Duan, Tiejun Huang, Alex C. Kot, IEEE
International Conference on Image Processing (ICIP) 2017Efficient and Robust Cell Detection: A Structured Regression Approach Yuanpu Xie, Fuyong Xing, Xiaoshuang Shi, Xiangfei Kong, Hai Su, Lin Yang, Medical Image
Analysis 2017vCache: Supporting Cost-Efficient Adaptive Bitrate Streaming via NFV-Based Virtual Caching Guanyu Gao,Yonggang Wen,Jianfei Cai, IEEE Multimedia 2017Benchmarking Single-Image Reflection Removal Algorithms Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot, Internaltional Conference on Computer Vision (ICCV) 2017Sparsity Based Reflection Removal Using External Patch Search Renjie Wan, Boxin Shi, Alex Kot, Ah Hwee Tan, IEEE International Conference on Multimedia and Expo (ICME) 2017*Object Co-skeletonization with Co-segmentation Koteswar Rao Jerripothula, Jianfei Cai, Jiangbo Lu, Junsong Yuan, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017Fusing Disparate Object Signatures for Salient Object Detection in Video Zhigang Tu, Zuwei Guo, Wei Xie, Mengjia Yan, Remco C Veltkamp, Baoxin Li, Junsong Yuan, Pattern Recognition (PR) 2017Wetext: Scene Text Detection Under Weak Supervision Tian, Shangxuan, Shijian Lu, and Chongshou Li, IEEE International Conference on Computer Vision (ICCV) 2017Saliency Change Based Reduced Reference Image Quality Assessment Jinjian Wu, Yongxu Liu, Guangming Shi, Weisi Lin, IEEE Visual Communications and Image Processing (VCIP) 2017Fast Approximation of Variational Bayes Dirichlet Process Mixture Using the Maximization–Maximization Algorithm Lim Kart-Leong,
Han Wang, International Journal of Approximate Reasoning 2017An Experimental Evaluation of Point-of-interest Recommendation in Location-based Social Networks Yiding Liu, Tuan-Anh Pham, Gao Cong, Quan Yuan, 43rd Internatiional
Conference on Very Large Data Bases (VLDB) 2017Fried Binary Embedding for High-Dimensional Visual Features Weixiang Hong, Junsong Yuan, Das Bhattacharjee Sreyasee, IEEE Conference on Computer Vision and
Pattern Recognition (CVPR) 2017Temporally Enhanced Image Object Proposals for Videos Jiong Yang, Junsong Yuan, IEEE International Conference on Multimedia and Expo (ICME) 2017*HNIP: Compact Deep Invariant Representations for Video Matching, Localization, and Retrieval Jie Lin, Ling-Yu Duan, Shiqi Wang, Yan Bai, Yihang Lou, Vijay Chandrasekhar,
Tiejun Huang, Alex ChiChung Kot, Wen Gao, IEEE Transactions on Multimedia (TMM) 2017Hybrid Laplace Distribution-Based Low Complexity Rate-Distortion Optimized Quantization Jing Cui , Shanshe Wang, Shiqi Wang , Xinfeng Zhang, Siwei Ma,
Wen Gao, IEEE Transactions on Image Processing (TIP) 2017*MAP Approximation to the Variational Bayes Gaussian Mixture Model and Application Kart-Leong Lim, Han Wang, Soft Computing 2017Laplace Gradient Based Discriminative and Contrast Invertible Descriptor Zhenwei Miao, Kim-Hui Yap, Xudong Jiang, Subbhuraam Sinduja, Zhenhua Wang, IEEE International
Conference on Acoustics, Speech and Signal Processing (ICASSP) 2017
Just-Noticeable Difference-Based Perceptual Optimization for JPEG Compression Xinfeng Zhang, Shiqi Wang, Ke Gu, Weisi Lin, Siwei Ma, Wen Gao, IEEE Signal Processing Letters (SPL) 2016A Joint Compression Scheme of Video Feature Descriptors and Visual Content Xiang Zhang , Siwei Ma, Shiqi Wang, Xinfeng Zhang, Huifang Sun, Wen Gao, IEEE Transactions
on Image Processing (TIP) 2016Utility-Driven Adaptive Preprocessing for Screen Content Video Compression Shiqi Wang, Xinfeng Zhang, Xianming Liu, Jian Zhang, Siwei Ma, Wen Gao, IEEE Transactions on Multimedia (TMM) 2016Low-Rank Decomposition-Based Restoration of Compressed Images via Adaptive Noise Estimation Xinfeng Zhang, Weisi Lin, Ruiqin Xiong, Xianming Liu, Siwei Ma, Wen
Gao, IEEE Transactions on Image Processing (TIP) 2016Low-Rank based Nonlocal Adaptive Loop Filter for High Efficiency Video Compression Xinfeng Zhang,Ruiqin Xiong,Weisi Lin,Jian Zhang,Shiqi Wang,Siwei Ma,Wen Gao, IEEE Transactions on Circuits and Systems for
Video Technology (TCSVT) 2016Compressive Sampling-Based Image Coding for Resource-Deficient Visual Communication Xianming Liu, Deming Zhai, Jiantao Zhou, Xinfeng Zhang, Debin Zhao, Wen Gao, IEEE Transactions on Image Processing (TIP) 2016From Visual Search to Video Compression: A Compact Representation Framework for Video Feature Descriptors Xiang Zhang, Siwei Ma, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Wen Gao, Data Compression Conference
(DCC) 2016Nonlocal In-Loop Filter: The Way Toward Next-Generation Video Coding? Siwei Ma, Xinfeng Zhang, Jian Zhang, Chuanmin Jia, Shiqi Wang, Wen Gao, IEEE Multimedia 2016Sparse Coding based Fisher Vector using a Bayesian Approach Kart-Leong Lim, Han Wang, IEEE Signal Processing Letters (SPL) 2016Perceptually optimized sparse coding for HDR images via divisive normalization Lijuan Xie, Xiang Zhang, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Siwei Ma, Visual Communications and Image Processing (VCIP) 2016From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection Jingjing Meng,
Junsong Yuan, Jiong Yang, Gang Wang, Yap-Peng Tan, 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016)Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity Ruiqin Xiong, Hangfan Liu, Xinfeng Zhang, Jian Zhang, Siwei Ma,
Feng Wu, Wen Gao, IEEE Transactions on Image Processing (TIP) 2016Content-Adaptive Low Rank Regularization for Image Denoising Hangfan Liu, Xinfeng Zhang, Ruiqin Xiong, IEEE International Conference on Image Processing (ICIP) 2016No-Reference and Robust Image Sharpness Evaluation Based on Multiscale Spatial and Spectral Features Leida Li, Wenhan Xia, Weisi Lin, Yuming Fang, Shiqi Wang, IEEE Transactions on Multimedia (TMM) 2016No-Reference Quality Assessment for Image Sharpness and Noise Lijuan Tang, Xiongkuo Min, Vinit Jakhetiya, Ke Gu, Xinfeng Zhang, Shuai Yang, Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA) 2016A Reduced-Reference Quality Assessment Scheme for Blurred Images Zongxi Han, Guangtao Zhai, Yutao Liu, Ke Gu, Xinfeng Zhang, Visual Communications and Image Processing (VCIP) 2016No-Reference Image Quality Assessment Based on Local Region Statistics Qiaohong Li, Weisi Lin, Yuming Fang, Xinfeng Zhang, Yabin Zhang, Visual Communications and Image Processing (VCIP) 2016Subjective and Objective Quality Assessment of Compressed Screen Content Images Shiqi Wang, Ke Gu, Xiang Zhang, Weisi Lin, Li Zhang, Siwei Ma, Wen Gao, IEEE Journal on Emerging and Selected Topics
in Circuits and Systems (JESTCS) 2016Reduced-Reference Quality Assessment of Screen Content Images Shiqi Wang, Ke Gu, Xinfeng Zhang,
Weisi Lin, Siwei Ma, Wen Gao, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2016Backward Registration-Based Aspect Ratio Similarity for Image Retargeting Quality Assessment Yabin Zhang, Yuming Fang, Weisi Lin,
Xinfeng Zhang, Leida Li, IEEE Transactions on Image Processing (TIP) 2016Sparse Representation-Based Image Quality Index With Adaptive Sub-Dictionaries Leida Li, Hao Cai, Yabin Zhang, Weisi Lin, Alex C. Kot, Xingming Sun, IEEE Transactions on Image Processing (TIP) 2016Efficient Image Sharpness Assessment Based on Content Aware Total Variation Khosro Bahrami, Alex C. Kot, IEEE Transactions on Multimedia (TMM) 2016Quality Assessment of Tone-Mapped Images Based on Sparse Representation Lijuan Xie, Xiang Zhang, Shiqi Wang, Xinfeng Zhang, Siwei Ma, IEEE International Symposium on Circuits and Systems (ISCAS) 2016Aspect Ratio Similarity (ARS) for Image Retargeting Quality Assessment Yabin Zhang, Weisi Lin, Xinfeng Zhang, Yuming Fang, Leida Li, ICASSP 2016Image Sharpness Assessment by Sparse Representation Leida Li, Dong Wu, Jinjian Wu, Haoliang Li, Weisi Lin, Alex C. Kot, IEEE Transactions on Multimedia (TMM) 2016No-Reference Image Blur Assessment Based on Discrete Orthogonal Moments Leida Li, Weisi Lin, Xuesong Wang, Gaobo Yang, Khosro Bahrami, Alex C. Kot, IEEE Transactions on Cybernetics (T.Cybernetics) 2016Dynamic Resource Provisioning with QoS Guarantee for Video Transcoding in Online Video Sharing Service Guanyu Gao, Yonggang Wen, Cedric Westphal, ACM MULTIMEDIA 2016Morph: A Fast and Scalable Cloud Transcoding System Guanyu Gao, Yonggang Wen, ACM MULTIMEDIA 2016Resource Provisioning and Profit Maximization for Transcoding in Information Centric Networking Guanyu Gao, Yonggang Wen, Cedric Westphal, Workshop on Multimedia Streaming in Information-/Content-Centric Networks
(MuSIC 2016)Depth of Field Guided Reflection Removal Renjie Wan, Boxin Shi, Ah Hwee Tan, Alex Kot, IEEE International Conference on Image Processing (ICIP) 2016CATS: Co-saliency Activated Tracklet Selection for Video Co-localization Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan, 14th European Conference on Computer Vision (ECCV) 2016Image Co-segmentation via Saliency Co-fusion Koteswar Rao Jerripothula*, Jianfei Cai, Junsong Yuan, IEEE Transactions on Multimedia (TMM) 2016Recurrent Attentional Networks for Saliency Detection Jason Kuen, Zhenhua Wang, Gang Wang, 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016)Retrieval Compensated Group Structured Sparsity for Image Super-Resolution Jiaying Liu, Wenhan Yang, Xinfeng Zhang, Zongming Guo, IEEE Transactions on Multimedia
(TMM) 2016Deep Coupled Metric Learning for Cross-Modal Matching Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, Jie Zhou, IEEE Transactions on Multimedia (TMM) 2016Deep Video Hashing Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, Jie Zhou, IEEE Transactions on Multimedia (TMM) 2016Part-based Tracking via Discriminative Correlation Filters Ting Liu, Gang Wang, Qingxiong Yang, Li Wang, IEEE Transactions on Circuits and Systems for Video
Technology (TCSVT) 2016Transform-Domain In-Loop Filter with Block Similarity for HEVC Xinfeng Zhang, Weisi Lin, Ke Gu, Qiaohong Li, Shanshe Wang, Siwei Ma, Visual Communications
and Image Processing (VCIP) 2016A Local-Adapted Disparity Vector Derivation Scheme for 3D-AVS Qi Mao, Shanshe Wang, Jing Su, Xiang Zhang, Xinfeng Zhang, Siwei Ma, Visual Communications and
Image Processing (VCIP) 2016A Data-Driven Point Cloud Simplification Framework for City-Scale Image-Based Localization Wentao Cheng, Weisi Lin, Xinfeng Zhang, Michael Goesele, Ming-Ting
Sun, IEEE Transactions on Image Processing (TIP) 2016Adaptive multi-dimension sparsity based coefficient estimation for compression artifact reduction Jing Mu, Xinfeng Zhang, Ruiqin Xiong, Siwei Ma, Wen Gao, IEEE International Conference on Multimedia and Expo (ICME) 2016Joint Learning of Convolutional Neural Networks and Temporally Constrained Metrics for Tracklet Association Bing Wang, Li Wang, Bing Shuai, Zhen Zuo, Ting Liu, Kap Luk Chan,
Gang Wang, 2016 IEEE Conference on Computer Vision and Pattern Recognition workshops (CVPR 2016)Visual Recognition by Learning from Web Data via Weakly Supervised Domain Generalization Li Niu, Wen Li, Dong Xu, Jianfei Cai, IEEE Transactions on Neural
Networks and Learning Systems (TNNLS) 2016Non-Local Gradient Sparsity Regularization for Image Restoration Hangfan Liu, Ruiqin Xiong, Xinfeng Zhang, Yongbing Zhang, Siwei Ma, Wen Gao, IEEE Transactions
on Circuits and Systems for Video Technology (TCSVT) 2016Tracklet Association by Online Target-Specific Metric Learning and Coherent Dynamics Estimation Bing Wang, Gang Wang, Kap Luk Chan, Li Wang, IEEE Transactions on Pattern
Analysis and Machine Intelligence (TPAMI) 2016Shadow Detection Using Double-Threshold Pulse Coupled Neural Networks Jing Ji, Xudong Jiang, Wei Sun, IEEE International
Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016Color Space Identification from Single Images Haoliang Li, Alex C. Kot, Leida Li, IEEE International Symposium on Circuits and Systems (ISCAS) 2016Contrast Invariant Interest Point Detection by Zero-Norm LoG Filter Zhenwei Miao, Xudong Jiang, Kim-Hui Yap, IEEE Transactions on Image Processing (TIP) 2016Exploring Local and Overall Ordinal Information for Robust Feature Description Zhenhua Wang, Bin Fan, Gang Wang and Fuchao Wu, accepted in IEEE Transactions on
Pattern Analysis and Machine Intelligence (TPAMI) 2016
An Inter-Image Redundancy Measure for Image Set Compression Xinfeng Zhang, Yabin Zhang, Weisi Lin, Siwei Ma, Wen Gao, IEEE International Symposium on Circuits and Systems (ISCAS) 2015Compression Noise Estimation and Reduction via Patch Clustering Xinfeng Zhang, Weisi Lin, Jiaying Liu, Siwei Ma, Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA) 2015Rate-Distortion Based Sparse Coding for Image Set Compression Xinfeng ZHANG, Weisi LIN, Siwei MA, Shiqi WANG, Wen GAO, IEEE International Conference on Visual Communications and Image Processing (VCIP) 2015Video Compression Artifact Reduction via Spatio-Temporal Multi-Hypothesis Prediction Xinfeng Zhang, Ruiqin Xiong, Weisi Lin, Siwei Ma, Jiaying Liu, Wen Gao, IEEE Transactions on Image Processing (TIP) 2015Towards Cost-Efficient Video Transcoding in Media Cloud: Insights Learned From User Viewing Patterns Guanyu Gao, Weiwen Zhang, Yonggang Wen. Zhi Wang, Wenwu Zhu, IEEE Transactions on Multimedia (TMM) 2015Cost-Efficient and QoS-Aware Content Management in Media Cloud: Implementation and Evaluation Guanyu Gao, Yonggang Wen, Weiwen Zhang, Han Hu, IEEE International Conference on Communications (ICC) 2015Adaptive Configuration of Cloud Video Transcoding Ming Yang, Jianfei Cai, Weiwen Zhang, Yonggang Wen, Chuan Heng Foh, IEEE International Symposium on Circuits and Systems (ISCAS) 2015Joint Learning For Image-Based Handbag Recommendation Yan Wang, Sheng Li, Alex Kot, IEEE International Conference on Multimedia and Expo (ICME) 2015Group Saliency Propagation for Large Scale and Quick Image Co-Segmentation Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan, IEEE International Conference on Image Processing (ICIP) 2015Quality Guided Handbag Segmentation Yan WANG, Sheng LI and Alex KOT, IEEE International Conference on Digital Signal Processing (DSP) 2015QCCE: Quality Constrained Co-saliency Estimation for Common Object Detection Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan, IEEE International Conference on Visual Communications and Image Processing
(VCIP) 2015Improved Salient Object Detection Based on Background Priors Tao Xi, Yuming Fang, Weisi Lin, Yabin Zhang, Pacific-Rim Conference on Multimedia (PCM 2015)Discovering Primary Objects in Videos by Saliency Fusion and Iterative Appearance Estimation Jiong Yang, Gangqiang Zhao, Junsong Yuan, Xiaohui Shen, Zhe Lin, Brian
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2015Histogram-Based Fast Text Paragraph Image Detection Devadeep Shyam, Wang Yan, Alex C. Kot, IEEE Symposium Series on Computational Intelligence (SSCI) 2015Registration of Under-Sampled Images via Higher Resolution Spectrum Restoration Qiang SONG, Ruiqin XIONG, Xinfeng ZHANG, Siwei MA, Wen GAO, IEEE International
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Processing Letters, Volume 22 (2014), Issue 2, Pages 172 - 176, Feb 2015
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Yang, IEEE Transactions on Knowledge and Data Engineering (TKDE) 2013Hierarchical Sparse Coding based on Spatial Pooling and Multi-feature Fusion Chaoqun Weng, Hongxing Wang, Junsong Yuan, IEEE International Conference on
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