Jingdong Wang's publications

Book
[87] Graph Based Image Segmentation: A Modern Approach. Jingdong Wang. ISBN-10: 3639110749, ISBN-13: 978-3639110746. VDM Verlag Dr. Muller Aktiengesellschaft & Co. KG. Dec., 2008.
Book chapter
[86] Image Search by Color Map. Jingdong Wang, Yinghai Zhao, and Xian-Sheng Hua. Internet Multimedia Search and Mining. Edited by Xian-Sheng Hua, Marcel Worring, and Tat-Seng Chua. Bentham Science Publishers, 2010.
Journal papers
[85] Regularized Tree Partitioning and Its Application to Unsupervised Image Segmentation. Jingdong Wang, Huaizu Jiang, Yangqing Jia, Xian-Sheng Hua, Changshui Zhang and Long Quan. IEEE Transactions on Image Processing (TIP). [pdf]
[84] Trinary-Projection Trees for Approximate Nearest Neighbor Search. Jingdong Wang, Naiyan Wang, You Jia, Jian Li, Gang Zeng, Hongbin Zha and Xian-Sheng Hua. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). [pdf]
[83] Structure-sensitive Superpixels via Geodesic Distance. Peng Wang, Gang Zeng, Rui Gan, Jingdong Wang, and Hongbin Zha. International Journal of Computer Vision (IJCV). [pdf]
[82] An Interactive Approach to Semantic Modeling of Indoor Scenes with an RGBD Camera. Tianjia Shao, Weiwei Xu, Kun Zhou, Jingdong Wang, Dongping Li, and Baining Guo.. ACM Transactions on Graphics (TOG), Siggraph Asia 2012. [pdf]
[81] Interactive Multimodal Visual Search on Mobile Device. Houqiang Li, Yang Wang, Tao Mei, Jingdong Wang, and Shipeng Li. IEEE Transactions on Multimedia.
[80] Recommending Flickr groups with social topic model. Jingdong Wang, Zhe Zhao, Jiazhen Zhou, HaoWang, Bin Cui, and Guojun Qi. The Journal of Information Retrieval, 2012. [pdf]
[79] Bayesian Visual Reranking. Xinmei Tian, Linjun Yang, Jingdong Wang, Xiuqing Wu, and Xian-Sheng Hua. IEEE Transactions on Multimedia. 13(4): 639-652 (2011).
[78] Interactive Image Search by Color Map Jingdong Wang, and Xian-Sheng Hua. Accepted by ACM Transactions on Intelligent Systems and Technology (TIST). 3(1): 12 (2011).
[77] Interactive Browsing via Diversified Visual Summarization for Image Search Results. Jingdong Wang, Liyan Jia, and Xian-Sheng Hua. Multimedia Systems Journal (MMSJ). 17(5): 379-391 (2011).
[76] Discriminative Sketch-based 3D Model Retrieval via Robust Shape Matching. Tianjia Shao, Weiwei Xu, KangKang Yin, Jingdong Wang, Kun Zhou, and Baining Guo. The 19th Pacific Conference on Computer Graphics and Applications (PG11).
[75] A Transductive Multi-Label Learning Approach for Video Concept Detection. Jingdong Wang, Yinghai Zhao, Xiuqing Wu, and Xian-Sheng Hua. Pattern Recognition 44(10-11): 2274-2286 (2011).
[74] Learning to Detect A Salient Object. Tie Liu, Zejian Yuan, Jian Sun, Jingdong Wang, Nan-Ning Zheng, Xiaoou Tang, and Heung-Yeung Shum. IEEE Trans. Pattern Anal. Mach. Intell. 33(2): 353-367 (2011).
[73] Picture Collage. Tie Liu, Jingdong Wang, Jian Sun, Nan-Ning Zheng, Xiaoou Tang, and Heung-Yeung Shum. IEEE Transactions on Multimedia, 11(7): 1225 - 1239 (2009).
[72] Linear Neighborhood Propagation and Its Application. Jingdong Wang, Fei Wang, Changshui Zhang, Helen C. Shen, and Long Quan. IEEE Trans. Pattern Anal. Mach. Intell. 31(9): 1600-1615 (2009).
[71] Graph-based Semi-Supervised Learning with Multiple Labels. Zheng-Jun Zha, Tao Mei, Jingdong Wang, Zengfu Wang, and Xian-Sheng Hua. Journal of Visual Communication and Image Representation. Volume 20, Issue 2, February 2009, Pages 97-103.
[70] Image-based Modeling by Joint Segmentation. Long Quan, Jingdong Wang, Ping Tan, and Lu Yuan. International Journal of Computer Vision (IJCV). 75(1):135--150, October 2007.
[69] Image-based Tree Modeling. Ping Tan, Gang Zeng, Jingdong Wang, Sing Bing Kang, and Long Quan. ACM Transactions on Graphics (TOG), Siggraph07. 26(3):87, 2007.
[68] Face Recognition Using Spectral Features. Fei Wang, Jingdong Wang, Changshui Zhang, and James Kwok. Pattern Recognition (PR). 40(10):2786--2797, 2007.
[67] Image-based Plant Modeling. Long Quan, Ping Tan, Gang Zeng, Lu Yuan, Jingdong Wang, and Sing Bing Kang. ACM Transactions on Graphics (TOG), Siggraph06. 25(3):599--604, 2006.
[66] Visual Object Recognition Using Probabilistic Kernel Subspace Similarity. Jianguo Lee, Jingdong Wang, Changshui Zhang, and Zhaoqi Bian. Pattern Recognition (PR). 38(7):997--1008, 2005.
Conference papers
[65] Fast Neighborhood Graph Search Using Cartesian Concatenation. Jing Wang, Jingdong Wang, Gang Zeng, Rui Gan, Shipeng Li and Baining Guo. The Fourteenth IEEE International Conference on Computer Vision (ICCV13). [pdf]
[64] Learning CRFs for Image Parsing with Adaptive Subgradient Descent. Honghui Zhang, Jingdong Wang, Ping Tan, Jinglu Wang and Long Quan. The Fourteenth IEEE International Conference on Computer Vision (ICCV13). [pdf]
[63] Online Robust Non-negative Dictionary Learning for Visual Tracking. Naiyan Wang, Jingdong Wang and Dit-Yan Yeung. The Fourteenth IEEE International Conference on Computer Vision (ICCV13). [pdf]
[62] Order Preserving Hashing for Approximate Nearest Neighbor Search. Jianfeng Wang, Jingdong Wang, Nenghai Yu and Shipeng Li. ACM International Conference on Multimedia (ACMMM13) (Long). [pdf]
[61] Clickage: Towards Bridging Semantic and Intent Gaps via Mining Click Logs of Search Engines. Xian-Sheng Hua, Linjun Yang, Jingdong Wang, Jing Wang, Ming Ye, Kuansan Wang, Yong Rui, and Jin Li. ACM International Conference on Multimedia (ACMMM13) (BNI). [pdf]
[60] Salient Object Detection: A Discriminative Regional Feature Integration Approach. Huaizu Jiang, Jingdong Wang, Zejian Yuan, Yang Wu, Nanning Zheng and Shipeng Li. IEEE Conference on Computer Vision and Pattern Recognition (CVPR13). [pdf]
[59] Supervised Kernel Descriptors for Visual Recognition. Peng Wang, Jingdong Wang, Gang Zeng, Weiwei Xu, Hongbin Zha and Shipeng Li. IEEE Conference on Computer Vision and Pattern Recognition (CVPR13). [pdf]
[58] Two Dimensional Analysis Sparse Model. Na Qi, Yunhui Shi, Xiaoyan Sun, Jingdong Wang, and Wenpeng Ding. IEEE International Conference on Image Processing (ICIP13).
[57] Two Dimensional Synthesis Sparse Model. Na Qi, Yunhui Shi, Xiaoyan Sun, Jingdong Wang, and Baocai Yin. IEEE International Conference on Multimedia & Expo (ICME13).
[56] Fixed-Point Model For Structured Labeling. Quannan Li, Jingdong Wang, David Wipf, and Zhuowen Tu. The International Conference of Machine Learning (ICML13). [pdf]
[55] A Probabilistic Approach to Robust Matrix Factorization. Naiyan Wang, Tiansheng Yao, Jingdong Wang, and Dit-Yan Yeung. The 12th European Conference on Computer Vision (ECCV12). [pdf]
[54] Query-driven iterated neighborhood graph search for large scale indexing. Jingdong Wang, and Shipeng Li. ACM International Conference on Multimedia (ACMMM12) (Long). [pdf]
[53] Personalized Video Recommendation Through Tripartite Graph Propagation. ACM International Conference on Multimedia (ACMMM12) (Short).
[52] Similar image search with a tiny bag-of-delegates representation. Weiwen Tu, Rong Pan, and Jingdong Wang. ACM International Conference on Multimedia (ACMMM12) (Short).
[51] Scalable k-NN graph construction for visual descriptors. Jing Wang, Jingdong Wang, Gang Zeng, Zhuowen Tu, and Shipeng Li. IEEE Conference on Computer Vision and Pattern Recognition (CVPR12). [pdf]
[50] Fast approximate k-means via cluster closures. Jing Wang, Jingdong Wang, Qifa Ke, Gang Zeng, and Shipeng Li. IEEE Conference on Computer Vision and Pattern Recognition (CVPR12). [pdf]
[49] Image search results refinement via outlier detection using deep contexts. Junyang Lu, Jiazhen Zhou, Jingdong Wang, Tao Mei, Xian-Sheng Hua, and Shipeng Li. IEEE Conference on Computer Vision and Pattern Recognition (CVPR12). [pdf]
[48] Salient Object Detection for Searched Web Images via Global Saliency. Peng Wang, Jingdong Wang, Gang Zeng, Jie Feng, Hongbin Zha, and Shipeng Li. IEEE Conference on Computer Vision and Pattern Recognition (CVPR12). [pdf]
[47] Complementary Hashing for Approximate Nearest Neighbor Search. Hao Xu, Jingdong Wang, Zhu Li, Gang Zeng, Shipeng Li, and Nenghai Yu. The Thirteenth IEEE International Conference on Computer Vision (ICCV11). [pdf]
[46] Multi-task Low-Rank Affinities Pursuit for Image Segmentation. Bin Cheng, Guangcan Liu, Jingdong Wang, Zhongyang Huang, and Shuicheng Yan. The Thirteenth IEEE International Conference on Computer Vision (ICCV11). [pdf]
[45] Structure-sensitive Superpixels via Geodesic Distance. Gang Zeng, Peng Wang, Jingdong Wang, Rui Gan, and Hongbin Zha. The Thirteenth IEEE International Conference on Computer Vision (ICCV11). [pdf]
[44] Robust Visual Reranking via Sparsity and Ranking Constraints. Nobuyuki Morioka and Jingdong Wang. ACM International Conference on Multimedia (ACMMM11) (Long).
[43] Contextual Image Search. Wenhao Lu, Jingdong Wang, Xian-Sheng Hua, Shengjin Wang, and Shipeng Li. International Conference on Multimedia (ACMMM11) (Long).
[42] JIGSAW: Interactive Mobile Visual Search with Multimodal Query. Yang Wang, Tao Mei, Jingdong Wang, Houqiang Li, and Shipeng Li. ACM International Conference on Multimedia (ACMMM11) (Long).
[41] Hybrid Image Summarization. Hao Xu, Jingdong Wang, Xian-Sheng Hua, and Shipeng Li ACM International Conference on Multimedia (ACMMM11) (Short).
[40] Automatic Salient Object Segmentation Based on Context and Shape Prior. Huaizu Jiang, Jingdong Wang, Tie Liu, Zejian Yuan, and Shipeng Li. The 22nd British Machine Vision Conference (BMVC11).
[39] Document Clustering with Universum. Dan Zhang, Jingdong Wang, and Luo Si. The 34th Annual ACM SIGIR Conference (SIGIR11) (Full).
[38] A Non-convex Relaxation Approach to Sparse Dictionary Learning. Jianping Shi, Xiang Ren, Guang Dai, Jingdong Wang and Zhihua Zhang. IEEE Conference on Computer Vision and Pattern Recognition (CVPR11) (Oral).
[37] Image Search by Concept Map. Hao Xu, Jingdong Wang, Xian-Sheng Hua, and Shipeng Li. Annual ACM SIGIR Conference (SIGIR10).
[36] Optimizing Kd-trees for Scalable Visual Descriptor Indexing. You Jia, Jingdong Wang, Gang Zeng, Hongbin Zha, and Xian-Sheng Hua. IEEE Conference on Computer Vision and Pattern Recognition (CVPR10).
[35] Learning to combine multi-resolution spatially-weighted co-occurrence matrices for image representation. Xiangang Cheng, Jingdong Wang, Liang-Tien Chia, and Xian-Sheng Hua. IEEE International Conference on Multimedia & Expo (ICME10).
[34] Tag Refinement by Regularized LDA. Hao Xu, Jingdong Wang, Xian-Sheng Hua, and Shipeng Li. ACM International Conference on Multimeda (ACMMM09).
[33] Summarizing Tagged Image Collections by Cross-Media Representativeness Voting. Hao Xu, Jingdong Wang, Xian-Sheng Hua, and Shipeng Li. IEEE International Conference on Multimedia & Expo (ICME09).
[32] Maximum Margin Clustering with Pairwise Constraints. Yang Hu, Jingdong Wang, Nenghai Yu, and Xian-Sheng Hua. IEEE International Conference on Data Mining (ICDM08).
[31] Transductive Multi-Label Learning for Video Concept Detection. Jingdong Wang, Yinghai Zhao, Xiuqing Wu, and Xian-Sheng Hua. ACM International Conference on Multimedia Information Retrieval (MIR08). October 30-31, 2008, Vancouver, Canada.
[30] Finding Image Exemplars Using Fast Sparse Affinity Propagation. Yangqing Jia, Jingdong Wang, Changshui Zhang and Xian-Sheng Hua. ACM International Conference on Multimeda (ACMMM08). October 27-31, 2008, Vancouver, Canada.
[29] Bayesian Video Search Reranking. Xinmei Tian, Linjun Yang, Jingdong Wang, Yichen Yang, Xiuqing Wu, and Xian-Sheng Hua. ACM International Conference on Multimeda (ACMMM08). October 27-31, 2008, Vancouver, Canada.
[28] Augmented Tree Partitioning for Interactive Image Segmentation. Yangqing Jia, Jingdong Wang, Changshui Zhang, and Xian-Sheng Hua. IEEE International Conference on Image Processing (ICIP08). October 12-15, 2008, San Diego, California, USA.
[27] Normalized Tree Partitioning for Image Segmentation. Jingdong Wang, Yangqing Jia, Xian-Sheng Hua, Changshui Zhang, and Long Quan. IEEE Conference on Computer Vision and Pattern Recognition (CVPR08). June 23-28, Anchorage, Alaska, USA.
[26] Joint Multi-Label Multi-Instance Learning for Image Classification. Zhengjun Zha, Xian-Sheng Hua, Tao Mei, Jingdong Wang, Guo-Jun Qi, and Zengfu Wang. IEEE Conference on Computer Vision and Pattern Recognition (CVPR08). June 23-28, Anchorage, Alaska, USA.
[25] Optimized Video Scene Segmentation. Jingdong Wang, Xinmei Tian, Linjun Yang, Zhengjun Zha, and Xian-Sheng Hua. IEEE International Conference on Multimedia & Expo (ICME08). June 23-26, 2008, Hannover, Germany.
[24] Transductive Video Annotation via Local Learnable Kernel Classifier. Xinmei Tian, Linjun Yang, Jingdong Wang, Xiuqing Wu, and Xian-Sheng Hua. IEEE International Conference on Multimedia & Expo (ICME08). June 23-26, 2008, Hannover, Germany.
[23] Graph-Based Semi-Supervised Learning with Multi-Label. Zhengjun Zha, Tao Mei, Jingdong Wang, Zengfu Wang, and Xian-Sheng Hua. IEEE International Conference on Multimedia & Expo (ICME08). June 23-26, 2008, Hannover, Germany.
[22] Semi-Supervised Classification with Universum. Dan Zhang, Jingdong Wang, Fei Wang, and Changshui Zhang. SIAM International Conference on Data Mining (SDM08). April 24-26, 2008, Atlanta, Georgia.
[21] Joint Affinity Propagation for Multiple View Segmentation. Jianxiong Xiao, Jingdong Wang, Ping Tan, and Long Quan. The Eleventh IEEE International Conference on Computer Vision (ICCV07). October 14-20, 2007, Rio de Janeiro, Brazil.
[20] Picture Collage. Jingdong Wang, Jian Sun, Long Quan, Xiaoou Tang, and Heung-Yeung Shum. IEEE Conference on Computer Vision and Pattern Recognition (CVPR06). June 17-22, 2006, New York, USA.
[19] Semi-Supervised Classification Using Linear Neighborhood Propagation. Fei Wang, Jingdong Wang, Changshui Zhang, and Helen C. Shen. IEEE Conference on Computer Vision and Pattern Recognition (CVPR06). June 17-22, 2006, New York, USA.
[18] Data-dependent Kernels for Small-scale,High-dimensional Data Classification. Jingdong Wang, James Kwok, Helen C. Shen, and Long Quan. IEEE International Joint Conference on Neural Networks (IJCNN05). July 31 - August 4, 2005, Montreal, QC, Canada.
[17] Spectral Feature Analysis. Fei Wang, Jingdong Wang, and Changshui Zhang. IEEE International Joint Conference on Neural Networks (IJCNN05). July 31 - August 4, 2005, Montreal, QC, Canada.
[16] Probabilistic Tangent Subspace: a Unified View. Jianguo Lee, Jingdong Wang, Changshui Zhang, and Zhaoqi Bian. The Twenty-First International Conference on Machine Learning (ICML04). July 4-8, 2004, Banff, Alberta, Canada.
[15] Multi-view EM Algorithm and Its Application to Color Image Segmentation. Xing Yi, Changshui Zhang, and Jingdong Wang. IEEE International Conference on Multimedia & Expo (ICME04). June 27-30, Taipei, Taiwan.
[14] Face Image Resolution versus Face Recognition Performance Based on Two Global Methods. Jingdong Wang, Changshui Zhang, and Heung-Yeung Shum. Asian Conference on Computer Vision (ACCV04). 2004, Jeju, Korea.
[13] Color Image Segmentation: Kernel Do the Feature Space. Jianguo Lee, Jingdong Wang, and Changshui Zhang. The 15th European Conference on Machine Learning (ECML03). September 20-24, 2004, Pisa, Italy.
[12] Kernel GMM and Its Application to Image Binarization. Jingdong Wang, Jianguo Lee, and Changshui Zhang. IEEE International Conference on Multimedia & Expo (ICME03). July 6-9, 2003, Baltimore, Maryland, USA.
[11] Kernel Trick Embedded Gaussian Mixture Model. Jingdong Wang, Jianguo Lee, and Changshui Zhang. The 14th International Conference on Algorithmic Learning Theory (ALT03). October 2003, Sappora, Japan.
Demo papers
[10] Browse-to-Search. Shiyang Lu, Tao Mei, JingdongWang, Jian Zhang, Zhiyong Wang, David D. Feng, Jian-Tao Sun, and Shipeng Li. ACM International Conference on Multimedia (ACMMM12).
[9] Color Filter for Image Search. Peng Wang, Dongqing Zhang, Jingdong Wang, Xian-Sheng Hua, and Shipeng Li. ACM International Conference on Multimedia (ACMMM12).
[8] Scalable Similar Image Search by Joint Indices. Jing Wang, Jingdong Wang, Xian-Sheng Hua, and Shipeng Li. ACM International Conference on Multimedia (ACMMM12).
[7] Web-Scale Image Search by Color Sketch. Jingdong Wang and Xian-Sheng Hua. ACM International Conference on Multimedia (ACMMM11) (Industrial Exhibit).
[6] Interactive Image Search by 2D Semantic Map. Hao Xu, Jingdong Wang, Xian-Sheng Hua, and Shipeng Li. WWW 2010. 1321-1324.
[5] Dynamic Video Collage. Yan Wang, Tao Mei, Jingdong Wang, and Xian-Sheng Hua. MMM 2010. 793-795.
Workshop papers
[4] Image Search by Graph-based Label Propagation with Image Representation from DNN. Yingwei Pan, Ting Yao, Kuiyuan Yang, Houqiang Li, Chong-Wah Ngo, Jingdong Wang and Tao Mei. ACMMM 2012, Multimedia Grand Challeng.
[3] Contextual Dominant Color Name Extraction for Web Image Search. Peng Wang, Dongqing Zhang, Gang Zeng, and Jingdong Wang. ICMEWS 2012.
[2] MSRA at TRECVID 2008: High-Level Feature Extraction and Automatic Search. Tao Mei, Zheng-Jun Zha, Yuan Liu, Meng Wang, Guo-Jun Qi, Xinmei Tian, Jingdong Wang, Linjun Yang, and Xian-Sheng Hua. TRECVID 2008.
[1] Segmentation for Modeling. Jingdong Wang, and Long Quan. IJARC/ACCV Joint Intertional Symposium on Computer Vision. November 18, 2007, Tokyo, Japan.
Technical reports
[9] Fast Neighborhood Graph Search using Cartesian Concatenation. Jingdong Wang, Jing Wang, Gang Zeng, Rui Gan, Shipeng Li, and Baining Guo. CoRR abs/1312.3062 (2013).
[8] Fast Approximate $K$-Means via Cluster Closures. Jingdong Wang, Jing Wang, Qifa Ke, Gang Zeng, and Shipeng Li. CoRR abs/1312.3061 (2013).
[7] Hybrid Affinity Propagation. Jingdong Wang, Hao Xu, Xian-Sheng Hua, and Shipeng Li. CoRR abs/1307.7851 (2013).
[6] Scalable $k$-NN graph construction. Jingdong Wang, Jing Wang, Gang Zeng, Zhuowen Tu, Rui Gan, and Shipeng Li. CoRR abs/1307.7852 (2013).
[5] Image Tag Refinement by Regularized Latent Dirichlet Allocation. Jingdong Wang, Jiazhen Zhou, Hao Xu, Tao Mei, Xian-Sheng Hua, and Shipeng Li. CoRR abs/1307.7974 (2013).
[4] Color-Structured Image Search. Jingdong Wang, Xian-Sheng Hua, and Yinghai Zhao. MSR-TR-2009-82. July 7, 2009.
[3] Contextual Image Search. Jingdong Wang, Wenhao Lu, Shengjin Wang, Xian-Sheng Hua and Shipeng Li. MSR-TR-2010-84. June 27, 2010.
PhD thesis
[2] Graph Based Image Segmentation. Jingdong Wang. Department of Computer Science and Engineering, the Hong Kong University of Science and Technology. August 2007.
Master degree thesis
[1] Research on Linear, Kernel Gaussian Models and Their Mixtures. Jingdong Wang. Department of Automation, Tsinghua University. June, 2004.
Beijing, Feb. 7, 2014