Publications

[102] Zechao Li, Jinhui Tang, Liyan Zhang, Jian Yang. Weakly-supervised Semantic Guided Hashing for Social Image Retrieval. Int. J. Comput. Vis. 128(8): 2265-2278 (2020)

[101] Mengyin Wang, Xiangbo Shu, Jiashi Feng, Xun Wang, Jinhui Tang. Deep multi-person kinship matching and recognition for family photos. Pattern Recognit. 105: 107342 (2020)

[100] Longquan Dai, Liang Tang, Jinhui Tang. Speed Up Bilateral Filtering via Sparse Approximation on a Learned Cosine Dictionary. IEEE Trans. Circuits Syst. Video Technol. 30(3): 603-617 (2020)

[99] Dong Zhang, Yunlian Sun, Qiaolin Ye, Jinhui Tang. Recursive Discriminative Subspace Learning With $\ell_{1}$ -Norm Distance Constraint. IEEE Trans. Cybern. 50(5): 2138-2151 (2020)

[98] Yunlian Sun, Jinhui Tang, Xiangbo Shu, Zhenan Sun, Massimo Tistarelli. Facial Age Synthesis with Label Distribution-Guided Generative Adversarial Network. IEEE Trans. Inf. Forensics Secur. 15: 2679-2691 (2020)

[97] Yunlian Sun, Jinhui Tang, Zhenan Sun, Massimo Tistarelli. Facial Age and Expression Synthesis Using Ordinal Ranking Adversarial Networks. IEEE Trans. Inf. Forensics Secur. 15: 2960-2972 (2020)

[96] Runde Li, Jinshan Pan, Ming He, Zechao Li, Jinhui Tang. Task-Oriented Network for Image Dehazing. IEEE Trans. Image Process. 29: 6523-6534 (2020)

[95] Jinhui Tang, Xiaoyu Du, Xiangnan He, Fajie Yuan, Qi Tian, Tat-Seng Chua. Adversarial Training Towards Robust Multimedia Recommender System. IEEE Trans. Knowl. Data Eng. 32(5): 855-867 (2020)

[94] Wenqi Ren, Jinshan Pan, Hua Zhang, Xiaochun Cao, Ming-Hsuan Yang. Single Image Dehazing via Multi-scale Convolutional Neural Networks with Holistic Edges. Int. J. Comput. Vis. 128(1): 240-259 (2020)

[93] Lerenhan Li, Jinshan Pan, Wei-Sheng Lai, Changxin Gao, Nong Sang, Ming-Hsuan Yang. Dynamic Scene Deblurring by Depth Guided Model. IEEE Trans. Image Process. 29: 5273-5288 (2020)

[92] Jinshan Pan, Yang Liu, Deqing Sun, Jimmy S. J. Ren, Ming-Ming Cheng, Jian Yang, Jinhui Tang. Image Formation Model Guided Deep Image Super-Resolution. AAAI 2020: 11807-11814

[91] Hang Dong, Jinshan Pan, Lei Xiang, Zhe Hu, Xinyi Zhang, Fei Wang, Ming-Hsuan Yang. Multi-Scale Boosted Dehazing Network With Dense Feature Fusion. CVPR 2020: 2154-2164

[90] Jinshan Pan, Haoran Bai, Jinhui Tang. Cascaded Deep Video Deblurring Using Temporal Sharpness Prior. CVPR 2020: 3040-3048

[89] Lerenhan Li, Jinshan Pan, Wei-Sheng Lai, Changxin Gao, Nong Sang, Ming-Hsuan Yang. Blind Image Deblurring via Deep Discriminative Priors. Int. J. Comput. Vis. 127(8): 1025-1043 (2019)

[88] Zechao Li, Jinhui Tang, Tao Mei. Deep Collaborative Embedding for Social Image Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 41(9): 2070-2083 (2019)

[87] Jinhui Tang, Xiangbo Shu, Zechao Li, Yu-Gang Jiang, Qi Tian. Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging. IEEE Trans. Pattern Anal. Mach. Intell. 41(8): 2027-2034 (2019)

[86] Yun Liu, Ming-Ming Cheng, Xiaowei Hu, Jia-Wang Bian, Le Zhang, Xiang Bai, Jinhui Tang. Richer Convolutional Features for Edge Detection. IEEE Trans. Pattern Anal. Mach. Intell. 41(8): 1939-1946 (2019)

[85] Jinshan Pan, Wenqi Ren, Zhe Hu, Ming-Hsuan Yang. Learning to Deblur Images with Exemplars. IEEE Trans. Pattern Anal. Mach. Intell. 41(6): 1412-1425 (2019)

[84] Liang Chen, Jinshan Pan, Qing Li. Robust Face Image Super-Resolution via Joint Learning of Subdivided Contextual Model. IEEE Trans. Image Process. 28(12): 5897-5909 (2019)

[83] Longquan Dai, Mengke Yuan, Liang Tang, Yuan Xie, Xiaopeng Zhang, Jinhui Tang. Interpreting and Extending the Guided Filter via Cyclic Coordinate Descent. IEEE Trans. Image Process. 28(2): 767-778 (2019)

[82] Lu Jin, Xiangbo Shu, Kai Li, Zechao Li, Guo-Jun Qi, Jinhui Tang. Deep Ordinal Hashing with Spatial Attention. IEEE Trans. Image Process. 28(5): 2173-2186 (2019)

[81] Lu Jin, Kai Li, Zechao Li, Fu Xiao, Guo-Jun Qi, Jinhui Tang. Deep Semantic-Preserving Ordinal Hashing for Cross-Modal Similarity Search. IEEE Trans. Neural Networks Learn. Syst. 30(5): 1429-1440 (2019)

[80] Xiaoyu Du, Xiangnan He, Fajie Yuan, Jinhui Tang, Zhiguang Qin, Tat-Seng Chua. Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering. ACM Trans. Inf. Syst. 37(4): 47:1-47:22 (2019)

[79] Jinhui Tang, Jing Wang, Zechao Li, Jianlong Fu, Tao Mei. Show, Reward, and Tell: Adversarial Visual Story Generation. ACM Trans. Multim. Comput. Commun. Appl. 15(2s): 54:1-54:20 (2019)

[78] Jinshan Pan, Jiangxin Dong, Jimmy S. J. Ren, Liang Lin, Jinhui Tang, Ming-Hsuan Yang. Spatially Variant Linear Representation Models for Joint Filtering. CVPR 2019: 1702-1711

[77] Yang Liu, Jinshan Pan, Jimmy S. J. Ren, Zhixun Su. Learning Deep Priors for Image Dehazing. ICCV 2019: 2492-2500

[76] Zhimao Peng, Zechao Li, Junge Zhang, Yan Li, Guo-Jun Qi, Jinhui Tang. Few-Shot Image Recognition with Knowledge Transfer. ICCV 2019: 441-449

[75] Jing Wang, Yingwei Pan, Ting Yao, Jinhui Tang, Tao Mei. Convolutional Auto-encoding of Sentence Topics for Image Paragraph Generation. IJCAI 2019: 940-946

[74] Jinhui Tang, Jie Lin, Zechao Li, Jian Yang. Discriminative Deep Quantization Hashing for Face Image Retrieval. IEEE Trans. Neural Netw. Learning Syst. 29(12): 6154-6162 (2018)

[73] Jinhui Tang, Zechao Li. Weakly Supervised Multimodal Hashing for Scalable Social Image Retrieval. IEEE Trans. Circuits Syst. Video Techn. 28(10): 2730-2741 (2018)

[72] Yu-Gang Jiang, Zuxuan Wu, Jinhui Tang, Zechao Li, Xiangyang Xue, Shih-Fu Chang. Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification. IEEE Trans. Multimedia 20(11): 3137-3147 (2018)

[71] Jinshan Pan, Deqing Sun, Hanspeter Pfister, Ming-Hsuan Yang. Deblurring Images via Dark Channel Prior, IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(10): 2315-2328, 2018.

[70] Zechao Li, Jinhui Tang, Xiaofei He. Robust Structured Nonnegative Matrix Factorization for Image Representation. IEEE Trans. Neural Netw. Learning Syst. 29(5): 1947-1960 (2018)

[69] Yunlian Sun, Man Zhang, Zhenan Sun, Tieniu Tan. Demographic Analysis from Biometric Data: Achievements, Challenges, and New Frontiers. IEEE Trans. Pattern Anal. Mach. Intell. 40(2): 332-351 (2018)

[68] Xiangbo Shu, Jinhui Tang, Zechao Li, Hanjiang Lai, Liyan Zhang, Shuicheng Yan. Personalized Age Progression with Bi-Level Aging Dictionary Learning. IEEE Trans. Pattern Anal. Mach. Intell. 40(4): 905-917 (2018)

[67] Jinhui Tang, Zechao Li, Xiang Zhu. Supervised deep hashing for scalable face image retrieval. Pattern Recognition 75: 25-32 (2018)

[66] Xiangbo Shu, Jinhui Tang, Guo-Jun Qi, Zechao Li, Yu-Gang Jiang, Shuicheng Yan. Image Classification With Tailored Fine-Grained Dictionaries. IEEE Trans. Circuits Syst. Video Techn. 28(2): 454-467 (2018)

[65] Lu Jin, Kai Li, Hao Hu, Guo-Jun Qi, Jinhui Tang. Semantic Neighbor Graph Hashing for Multimodal Retrieval. IEEE Trans. Image Processing 27(3): 1405-1417 (2018)

[64] Rui Yan, Jinhui Tang, Xiangbo Shu, Zechao Li, Qi Tian. Participation-Contributed Temporal Dynamic Model for Group Activity Recognition. ACM Multimedia 2018.

[63] Longquan Dai, Jinhui Tang. Designing by Training: Acceleration Neural Network for Fast High-Dimensional Convolution, NeurIPS 2018.

[62] Jiangxin Dong, Jinshan Pan, Deqing Sun, Zhixun Su, Ming-Hsuan Yang. Learning Data Terms for Non-blind Deblurring, ECCV 2018.

[61] Runde Li, Jinshan Pan, Zechao Li, Jinhui Tang. Single Image Dehazing via Conditional Generative Adversarial Network. CVPR 2018.

[60] Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy SJ. Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang. Learning Dual Convolutional Neural Networks for Low-Level Vision. CVPR 2018.

[59] Jing Wang, Jianlong Fu, Jinhui Tang, Zechao Li, Tao Mei. Show, Reward and Tell: Automatic Generation of Narrative Paragraph From Photo Stream by Adversarial Training. AAAI 2018

[58] Jinhui Tang, Xiangbo Shu, Guo-Jun Qi, Zechao Li, Meng Wang, Shuicheng Yan, Ramesh Jain. Tri-Clustered Tensor Completion for Social-Aware Image Tag Refinement. IEEE Trans. Pattern Anal. Mach. Intell. 39(8): 1662-1674 (2017)

[57] Xueming Wang, Zechao Li, Jinhui Tang. Multimedia news QA : Extraction and visualization integration with multiple-source information. Image Vision Comput. 60: 162-170 (2017)

[56] Xiao-Yu Du, Yang Yang, Liu Yang, Fumin Shen, Zhiguang Qin, Jinhui Tang. Captioning Videos Using Large-Scale Image Corpus. J. Comput. Sci. Technol. 32(3): 480-493 (2017)

[55] Jinhui Tang, Shiyu Chang, Guo-Jun Qi, Qi Tian, Yong Rui, Thomas S. Huang. LEGO-MM: LEarning Structured Model by Probabilistic loGic Ontology Tree for MultiMedia. IEEE Trans. Image Processing 26(1): 196-207 (2017)

[54] Zechao Li, Jinhui Tang. Weakly Supervised Deep Matrix Factorization for Social Image Understanding. IEEE Trans. Image Processing 26(1): 276-288 (2017)

[53] Anan Liu, Jinhui Tang, Weizhi Nie, Yuting Su. Multi-Grained Random Fields for Mitosis Identification in Time-Lapse Phase Contrast Microscopy Image Sequences. IEEE Trans. Med. Imaging 36(8): 1699-1710 (2017)

[52] Jin-shan Pan, Zhe Hu, Zhixun Su, Ming-Hsuan Yang. L0-Regularized Intensity and Gradient Prior for Deblurring Text Images and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 39(2): 342-355 (2017)

[51] Zechao Li, Jinhui Tang. Weakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment. AAAI 2017: 4154-4160

[50] Longquan Dai, Mengke Yuan, Zechao Li, Xiaopeng Zhang, Jinhui Tang. Hardware-Efficient Guided Image Filtering for Multi-label Problem. CVPR 2017: 4905-4913

[49] Jie Lin, Zechao Li, Jinhui Tang. Discriminative Deep Hashing for Scalable Face Image Retrieval. IJCAI 2017: 2266-2272

[48] Xiao-Yu Du, Jinhui Tang, Zechao Li, Zhiguang Qin. Wheel: Accelerating CNNs with Distributed GPUs via Hybrid Parallelism and Alternate Strategy. ACM Multimedia 2017: 393-401

[47] Jiawei Zhang, Jin-shan Pan, Wei-Sheng Lai, Rynson W. H. Lau, Ming-Hsuan Yang. Learning Fully Convolutional Networks for Iterative Non-blind Deconvolution. CVPR 2017: 6969-6977

[46] Jinhui Tang, Xiangbo Shu, Zechao Li, Guo-Jun Qi, Jingdong Wang. Generalized Deep Transfer Networks for Knowledge Propagation in Heterogeneous Domains. TOMCCAP 12(4s): 68:1-68:22 (2016)

[45] Jintao Xu, Qingxiong Yang, Jinhui Tang, Zuren Feng. Linear Time Illumination Invariant Stereo Matching. International Journal of Computer Vision 119(2): 179-193 (2016)

[44] Guangcan Liu, Huan Xu, Jinhui Tang, Qingshan Liu, Shuicheng Yan. A Deterministic Analysis for LRR. IEEE Trans. Pattern Anal. Mach. Intell. 38(3): 417-430 (2016)

[43] Xiangbo Shu, Jinhui Tang, Hanjiang Lai, Zhiheng Niu, Shuicheng Yan. Kinship-Guided Age Progression. Pattern Recognition 59: 156-167 (2016)

[42] Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin. Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted Nuclear Norm. IEEE Trans. Image Processing 25(2): 829-839 (2016)

[41] Zechao Li, Jinhui Tang, Xueming Wang, Jing Liu, Hanqing Lu. Multimedia News Summarization in Search. ACM TIST 7(3): 33:1-33:20 (2016)

[40] Yunlian Sun, Kamal Nasrollahi, Zhenan Sun, Tieniu Tan. Complementary Cohort Strategy for Multimodal Face Pair Matching. IEEE Trans. Information Forensics and Security 11(5): 937-950 (2016)

[39] Longquan Dai, Mengke Yuan, Xiaopeng Zhang. Speeding Up the Bilateral Filter: A Joint Acceleration Way. IEEE Trans. Image Processing 25(6): 2657-2672 (2016)

[38] Shibiao Xu, Longquan Dai, Jiguang Zhang, Jinhui Tang, G. Hemanth Kumar, Yanning Zhang, Xiaopeng Zhang. Joint depth map interpolation and segmentation with planar surface model. SIGGRAPH Asia Technical Briefs 2016: 22

[37] Jin-shan Pan, Zhe Hu, Zhixun Su, Hsin-Ying Lee, Ming-Hsuan Yang. Soft-Segmentation Guided Object Motion Deblurring. CVPR 2016: 459-468

[36] Jin-shan Pan, Deqing Sun, Hanspeter Pfister, Ming-Hsuan Yang. Blind Image Deblurring Using Dark Channel Prior. CVPR 2016: 1628-1636

[35] Jin-shan Pan, Zhouchen Lin, Zhixun Su, Ming-Hsuan Yang. Robust Kernel Estimation with Outliers Handling for Image Deblurring. CVPR 2016: 2800-2808

[34] Sifei Liu, Jin-shan Pan, Ming-Hsuan Yang. Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network. ECCV (4) 2016: 560-576

[33] Jinhui Tang, Zechao Li, Meng Wang, Ruizhen Zhao. Neighborhood Discriminant Hashing for Large-Scale Image Retrieval. IEEE Trans. Image Processing 24(9): 2827-2840 (2015)

[32] Qingxiong Yang, Jinhui Tang, Narendra Ahuja. Efficient and Robust Specular Highlight Removal. IEEE Trans. Pattern Anal. Mach. Intell. 37(6): 1304-1311 (2015)

[31] Zechao Li, Jing Liu, Jinhui Tang, Hanqing Lu. Robust Structured Subspace Learning for Data Representation. IEEE Trans. Pattern Anal. Mach. Intell. 37(10): 2085-2098 (2015)

[30] Zechao Li, Jinhui Tang. Unsupervised Feature Selection via Nonnegative Spectral Analysis and Redundancy Control. IEEE Trans. Image Processing 24(12): 5343-5355 (2015)

[29] Liyan Zhang, Fan Liu, Jinhui Tang. Real-Time System for Driver Fatigue Detection by RGB-D Camera. ACM TIST 6(2): 22:1-22:17 (2015)

[28] Fan Liu, Jinhui Tang, Yan Song, Liyan Zhang, Zhenmin Tang. Local Structure-Based Sparse Representation for Face Recognition. ACM TIST 7(1): 2:1-2:20 (2015)

[27] Jinhui Tang, Lu Jin, Zechao Li, Shenghua Gao. RGB-D Object Recognition via Incorporating Latent Data Structure and Prior Knowledge. IEEE Trans. Multimedia 17(11): 1899-1908 (2015)

[26] Zechao Li, Jinhui Tang. Weakly Supervised Deep Metric Learning for Community-Contributed Image Retrieval. IEEE Trans. Multimedia 17(11): 1989-1999 (2015)

[25] Xiangbo Shu, Jinhui Tang, Hanjiang Lai, Luoqi Liu, Shuicheng Yan. Personalized Age Progression with Aging Dictionary. ICCV 2015: 3970-3978

[24] Xiangbo Shu, Guo-Jun Qi, Jinhui Tang, Jingdong Wang. Weakly-Shared Deep Transfer Networks for Heterogeneous-Domain Knowledge Propagation. ACM Multimedia 2015: 35-44

[23] Longquan Dai, Mengke Yuan, Feihu Zhang, Xiaopeng Zhang. Fully Connected Guided Image Filtering. ICCV 2015: 352-360

[22] Feihu Zhang, Longquan Dai, Shiming Xiang, Xiaopeng Zhang. Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing. ICCV 2015: 361-369

[21] Zechao Li, Jing Liu, Jinhui Tang, Hanqing Lu. Projective Matrix Factorization with unified embedding for social image tagging. Computer Vision and Image Understanding 124: 71-78 (2014)

[20] Yan Song, Jinhui Tang, Fan Liu, Shuicheng Yan. Body Surface Context: A New Robust Feature for Action Recognition From Depth Videos. IEEE Trans. Circuits Syst. Video Techn. 24(6): 952-964 (2014)

[19] Fuming Sun, Jinhui Tang, Haojie Li, Guo-Jun Qi, Thomas S. Huang. Multi-Label Image Categorization with Sparse Factor Representation. IEEE Trans. Image Processing 23(3): 1028-1037 (2014)

[18] Zechao Li, Jing Liu, Yi Yang, Xiaofang Zhou, Hanqing Lu. Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection. IEEE Trans. Knowl. Data Eng. 26(9): 2138-2150 (2014)

[17] Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin. Generalized Nonconvex Nonsmooth Low-Rank Minimization. CVPR 2014: 4130-4137

[16] Jin-shan Pan, Jongwoo Lim, Zhixun Su, Ming-Hsuan Yang. L0-Regularized Object Representation for Visual Tracking. BMVC 2014

[15] Jin-shan Pan, Zhe Hu, Zhixun Su, Ming-Hsuan Yang. Deblurring Text Images via L0-Regularized Intensity and Gradient Prior. CVPR 2014: 2901-2908

[14] Jin-shan Pan, Zhe Hu, Zhixun Su, Ming-Hsuan Yang. Deblurring Face Images with Exemplars. ECCV (7) 2014: 47-62

[13] Jinhui Tang, Qiang Chen, Meng Wang, Shuicheng Yan, Tat-Seng Chua, Ramesh Jain. Towards optimizing human labeling for interactive image tagging. TOMCCAP 9(4): 29:1-29:18 (2013)

[12] Jinhui Tang, Zheng-Jun Zha, Dacheng Tao, Tat-Seng Chua. Semantic-Gap-Oriented Active Learning for Multilabel Image Annotation. IEEE Trans. Image Processing 21(4): 2354-2360 (2012)

[11] Zechao Li, Yi Yang, Jing Liu, Xiaofang Zhou, Hanqing Lu. Unsupervised Feature Selection Using Nonnegative Spectral Analysis. AAAI 2012

[10] Richang Hong, Jinhui Tang, Hung-Khoon Tan, Chong-Wah Ngo, Shuicheng Yan, Tat-Seng Chua. Beyond search: Event-driven summarization for web videos. TOMCCAP 7(4): 35:1-35:18 (2011)

[9] Yan Song, Yan-Tao Zheng, Sheng Tang, Xiangdong Zhou, Yongdong Zhang, Shouxun Lin, Tat-Seng Chua. Localized Multiple Kernel Learning for Realistic Human Action Recognition in Videos. IEEE Trans. Circuits Syst. Video Techn. 21(9): 1193-1202 (2011)

[8] Zechao Li, Meng Wang, Jing Liu, Changsheng Xu, Hanqing Lu. News contextualization with geographic and visual information. ACM Multimedia 2011: 133-142

[7] Xinguang Xiang, Debin Zhao, Qiang Wang, Siwei Ma, Wen Gao. A joint encoder-decoder error control framework for stereoscopic video coding. J. Visual Communication and Image Representation 21(8): 975-985 (2010)

[6] Jinhui Tang, Richang Hong, Shuicheng Yan, Tat-Seng Chua, Guo-Jun Qi, Ramesh Jain. Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images. ACM TIST 2(2): 14:1-14:15 (2011)

[5] Jinhui Tang, Haojie Li, Guo-Jun Qi, Tat-Seng Chua. Image Annotation by Graph-Based Inference with Integrated Multiple/Single Instance Representations. IEEE Trans. Multimedia 12(2): 131-141 (2010)

[4] Jinhui Tang, Xian-Sheng Hua, Meng Wang, Zhiwei Gu, Guo-Jun Qi, Xiuqing Wu. Correlative Linear Neighborhood Propagation for Video Annotation. IEEE Trans. Systems, Man, and Cybernetics, Part B 39(2): 409-416 (2009)

[3] Guo-Jun Qi, Jinhui Tang, Zheng-Jun Zha, Tat-Seng Chua, Hong-Jiang Zhang. An efficient sparse metric learning in high-dimensional space via l1-penalized log-determinant regularization. ICML 2009: 841-848

[2] Jinhui Tang, Shuicheng Yan, Richang Hong, Guo-Jun Qi, Tat-Seng Chua. Inferring semantic concepts from community-contributed images and noisy tags. ACM Multimedia 2009: 223-232

[1] Tat-Seng Chua, Jinhui Tang, Richang Hong, Haojie Li, Zhiping Luo, Yantao Zheng. NUS-WIDE: a real-world web image database from National University of Singapore. CIVR 2009