论文与专利

Patent

  1. Jinjun Wang, Wei Xu, Yihong Gong, “REAL-TIME DRIVING DANGER LEVEL PREDICTION”, US patent US7839292
  2. Jinjun Wang, Shenghuo Zhu, Yihong Gong, "MONITORING DRIVING SAFETY USING SEMLSUPERVISED SEQUENTIAL LEARNING", US patent US7860813
  3. Jinjun Wang, Fengjun Lv, Kai Yu, "LOCALITY-CONSTRAINED LINEAR CODING SYSTEMS AND METHODS FOR IMAGE CLASSIFICATION", US patent US8233711
  4. Jinjun Wang, Shenghuo Zhu, Yihong Gong, "SYSTEMS AND METHODS FOR RESOLUTION-INVARIANT IMAGE REPRESENTATION", US patent US8538200
  5. Xi Zhou, Jinjun Wang, Fengjun Lv, Kai Yu, "FAST IMAGE PARSING BY GRAPH ADAPTIVE DYNAMIC PROGRAMMING (GADP) PERFORMING CLASSIFICATION, DETECTION, AND SEGMENTATION SIMULTANEOUSLY" US patent US8374979
  6. Jinjun Wang, Jing Xiao, "SMALL VEIN IMAGE RECOGNITION AND AUTHORIZATION USING CONSTRAINED GEOMETRICAL MATCHING AND WEIGHTED VOTING UNDER GENERIC TREE MODEL", US patent US8768049
  7. Jinjun Wang, Jing Xiao, "EMBEDDED OPTICAL FLOW FEATURES", US patent US8774499
  8. Jinjun Wang, Jing Xiao, "CONTINUOUS LINEAR DYNAMIC SYSTEMS", US patent US8917907
  9. Jinjun Wang, Jing Xiao, "CONFIDENCE BASED VEIN IMAGE RECOGNITION AND AUTHENTICATION", US patent US8914313
  10. Jinjun Wang, Jing Xiao, "POINT SET MATCHING WITH OUTLIER DETECTION", US patent US8867865
  11. Jinjun Wang, Jing Xiao, "SPARSE CODING BASED SUPERPIXEL REPRESENTATION WITH HIERARCHICAL CODEBOOK CONSTRUCTION AND INDEXING", US patent US8867851
  12. Jinjun Wang, Jing Xiao, Yuanyuan Ding, "COMPUTER VISION METHODS AND SYSTEMS TO RECOGNIZE AND LOCATE AN OBJECT OR OBJECTS IN ONE OR MORE IMAGES", US patent US8849050
  13. Jinjun Wang, Jing Xiao, "SUBSTRUCTURE AND BOUNDARY MODELING FOR CONTINUOUS ACTION RECOGNITION", US patent US8892491
  14. 龚怡宏, 王进军, 张顺, 王泽伦, "一种迭代更新轨迹模型的多目标跟踪方法", 中国专利, CN 201410136574
  15. 张世周, 王进军, 龚怡宏, 石伟伟, "基于归一化非负稀疏编码器的图像快速特征表示方法", 中国专利 CN 201510567889 (pending)
  16. 龚怡宏, 石伟伟, 王进军, 张世周, ""基于线性判别分析准则的改进卷积神经网络性能的方法", 中国专利 CN 201510566529 (pending)
  17. 王进军, 张世周, 龚怡宏, 石伟伟, "基于多线索归一化非负稀疏编码器的图像快速特征表示方法", 中国专利 CN 201510566717 (pending)
  18. 王进军, 石伟伟, 龚怡宏, 张世周, "基于码书块稀疏的非负稀疏编码的图像特征提取方法", 中国专利 CN 2015105671219 (pending)
  19. 石伟伟, 王进军, 龚怡宏, 张世周, "基于结构相似度的非负稀疏编码的图像分类方法", 中国专利 CN 201510566662 (pending)
  20. 龚怡宏, 张世周, 王进军, 石伟伟, "基于L21范数的提升卷积神经网络泛化能力的方法", 中国专利 CN 201510566554 (pending)

Edited book

  1. Jinjun Wang, Jian Cheng, Shuqiang Jiang, “Computer Vision for Multimedia Applications: Methods and Solutions”, 1nd Edition, published by IGI Global, DOI: 10.4018/978-1-60960-024-2, ISBN13: 9781609600242, ISBN10: 160960024X, EISBN13: 9781609600266, October, 2010. 354 pages

Book chapter

  1. Jinjun Wang, Yihong Gong, "Female Facial Beauty Attribute Recognition and Editing", "Human-Centered Social Media Analytics", ISBN: 978-3-319-05490-2, Springer, 2014
  2. Jinjun Wang, “Multi-Scale Exemplary Based Image Super-Resolution with Graph Generalization”, "Graph-Based Methods in Computer Vision", ISBN13: 9781466618916, IGI Glob­al, 2011.
  3. Jinjun Wang, Yihong Gong, “Image and Video Super Resolution Techniques”, Encyclopedia of Multimedia, 2nd Edition (Book chapter), ISBN: 978-0-387-78415-1, pp 309-318, 2010

Journal

  1. Sanping Zhou, Jinjun Wang*, Deyu Meng, Xiaomeng Xin, Nanning Zheng, "Deep self-paced learning for person re-identification", Pattern Recognition, Pages 739-751, Volume 76, April 2018
  2. Jiayun Wang, Sanping Zhou, Jinjun Wang*, Qiqi Hou, "Deep ranking model by large adaptive margin learning for person re-identification", Pattern Recognition, Volume 74, Pages 241-252, February 2018
  3. Qiqi Hou, Jinjun Wang*, Ruibin Bai, Sanping Zhou, Yihong Gong, "Face alignment recurrent network", Pattern Recognition, Volume 74, Pages 448-458, February 2018
  4. De Cheng, Yihong Gong, Jinjun Wang, Nanning Zheng, “Balanced Mixture of Deformable Part Models with Automatic Part Configurations”, IEEE Trans. on Circuits and Systems for Video Technology, Volume: 27, Issue: 9, Page(s): 1962-1973,  Sept. 2017
  5. Sanping Zhou, Jinjun Wang*, Rui Shi, Qiqi Hou, Yihong Gong, Nanning Zheng, "Large Margin Learning in Set to Set Similarity Comparison for Person Re-identification", IEEE Trans. Multimedia, Vol. 18, Pages 1-11, Aug. 2017
  6. Weiwei Shi, Yihong Gong, Xiaoyu Tao, Jinjun Wang, Nanning Zheng. "Improving CNN Performance Accuracies with Min-Max Objective".  IEEE Trans. on Neural Networks and Learning Systems, Volume: PP, Issue: 99, Page(s): 1-14, June 2017
  7. Shizhou Zhang, Jinjun Wang*, Xiaoyu Tao, Yihong Gong and Nanning Zheng, “Constructing Deep Sparse coding Network for Image classification”. Pattern Recognition, Vol. 64, Pages 130-140, April 2017
  8. Yudong Liang, Jinjun Wang*, Yihong Gong and Nanning Zheng, “Incorporating Image Priors with Deeonvolutional Neural Networks for Image Super-Resolution”, Neurocomputing, Volume 194, Pages 340-347, June 2016
  9. Sanping Zhou,Jinjun Wang*,Shun Zhang,Yudong Liang,Yihong Gong, “Active contour model based on local and global intensity information for medical image segmentation”, Neurocomputing, Volume 186, Pages 107-118, April 2016
  10. Huaizu Jiang, Jinjun Wang*, Yihong Gong, Na Rong, Zhenhua Chai, Nanning Zheng, "Online Multi-Target Tracking With Unified Handling of Complex Scenarios", IEEE Transactions on Image Processing, Volume: 24, Issue: 11, Nov. 2015
  11. W. Lin, Y. Zhang, J.Lu, B. Zhou, J. Wang, Y. Zhou, "Summarizing Surveillance Videos with Localpatch-learning-based Abnormality Detection, Blob Sequence Optimization, and Type-based Synopsis," Neurocompting, Volume 155, Pages 84-98, May 2015
  12. Jinjun Wang, Jing Xiao, Weiyao Lin and Chuanfei Luo, "Discriminative and Generative Vocabulary Tree With Application to Vein Image Authentication and Recognition", Image and Vision Computing, Volume 34, Pages 51-62, February 2015
  13. De Cheng, Jinjun Wang*, Xing Wei, Yihong Gong, “Training Mixture of Weighted SVM for Object Detection Using EM Algorithm”, Nurocomputing, Volume 149, Part B, 3, Pages 473-482, February 2015
  14. Shun Zhang, Jinjun Wang*, Zelun Wang, Yihong Gong and Yuehu Liu, “Multi-Target Tracking by Learning Local-to-Global Trajectory Models”, Pattern Recognition, vol. 48, issue 2, pp 580–590, 2015
  15. Shizhou Zhang, Jinjun Wang*, Yihong Gong, Shun Zhang, Xinzi Zhang, Xuguang Lan, “Image Parsing by Loopy Dynamic Programming”, Neurocomputing, Volume 145,  Pages 240-249, December 2014
  16. Jinjun Wang, Yihong Gong, “Discovering Image Semantics in Codebook Derivative Space", IEEE Trans. on Multimedia, vol.14, issue.4, pp 986-994, August 2012
  17. Jinjun Wang, Shenghuo Zhu, “Resolution-invariant coding for continuous image super resolution", Neurocomputing,vol. 82, pp 21-28, April 2012  
  18. Jinjun Wang, Wei Xu, Yihong Gong, “Real-time Driving Danger-Level Prediction”. Engineering Applications of Artificial Intelligence, vol. 23, issue 8, pp 1247–1254, December 2010
  19. Jinjun Wang, Shenghuo Zhu, Yihong Gong, “Resolution Enhancement based on Learning the Sparse Association of Image Patches”. Pattern Recognition Letter, vol 31, issue 1, pp 1-10, 2010.
  20. Jinjun Wang, Shenghuo Zhu, Yihong Gong, “Driving Safety Monitoring using Semi-Supervised Learning on Time Series Data”. IEEE Trans. on Intelligent Transportation Sys., vol 10, no. 3, pp728-737, 2010
  21. Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, Yihong Gong, “Visual-Quality Optimizing Super Resolution”, Computer Graphics Forum, vol 0 (1981), no 0, pp 1–14, 2008.
  22. Changsheng Xu, Jinjun Wang, Hanqing Lu, Yifan Zhang, “A Novel Framework for Semantic Annotation and Personalized Retrieval of Sports Video”, IEEE Trans. on Multimedia, vol. 10, no. 3, pp. 421-436, 2008
  23. Jinjun Wang, Changsheng Xu, Engsiong Chng, Qi Tian and Hanqing Lu, “Automatic Composition of Broadcast Soccer Video”, ACM MultiMedia System Journal, 2008
  24. Jinjun Wang, Engsiong Chng, Changsheng Xu, Hanqing Lu and Qi Tian, “Generation of Personalized Music Sports Video using Multimodal Cues”, IEEE Trans. on Multimedia, vol. 9, issue 3, pp 576-588, April 2007.
  25. Benxiong Huang and Jinjun Wang, “Echo canceller based on improved PNLMS and quick correlation DTD algorithms”, Journal of Huazhong University of Science and Technology (Nature Science Edition), vol 32, no 6, pp 4-6, 2004

Conference

  1. Sanping Zhou, Jinjun Wang, Jiayun Wang, Yihong Gong, Nanning Zheng, "Point to Set Similarity Based Deep Feature Learning for Person Re-Identification", CVPR, 2017
  2. De Cheng, Yihong Gong, Sanping Zhou, Jinjun Wang, Nanning Zheng, “Person Re-Identification by Multi-Channel Parts-BaseNN with Improved Triplet Loss Function” CVPR, 2016
  3. Shun Zhang, Yihong Gong, Jia-Bin Huang, Jongwoo Lim, Jinjun Wang, Narendra Ahuja, Ming-Hsuan Yang, “Tracking Persons-of-Interest via Adaptive Discriminative Features”, ECCV, 2016
  4. Yudong Liang, Jinjun Wang, Xingyu Wan, Yihong Gong, Nanning Zheng, “Image Quality Assessment Using Similar Scene as Reference”, ECCV, 2016
  5. Shizhou Zhang, Yihong Gong, Jinjun Wang, “Improving DCNN Performance with Sparsategory-Selective Objective Function”, IJCAI, 2016
  6. Shun Zhang, Yihong Gong, Jinjun Wang, “Deep Metric Learning with Improved Triplet Loss for Faclustering in Videos”, PCM, 2016
  7. Weiwei Shi, Yihong Gong, and Jinjun Wang, “Integrating Supervised Laplacian Objective witNN for Object Recognition”, PCM, 2016
  8. Sanping Zhou, Jinjun Wang, Yihong Gong, “Deep Ranking Model for Person Re-identification with Pairwise Similaritomparison”, PCM, 2016
  9. Xiaoyu Tao, Yihong Gong, Jinjun Wang, “A DeeNN with Focused Attention Objective for Integrated Object Recognition and Localization”, PCM, 2016
  10. Yudong Liang, Jinjun Wang, Ze Yang, Yihong Gong and Nanning Zhen, “Learning qualitative and quantitative image quality assessment”, PCM, 2016
  11. Shizhouzhang, yihong gong, jinjun wang and nanning zheng, “A Biologically Inspired DeeNN Model”, PCM, 2016
  12. Ruibin Bai, Qiqi Hou, Jinjun Wang, and Yihong Gong, “Facial Animation Based on 2D Shape Regression”, PCM, 2016
  13. Shi W., Gong Y., Wang J., “ImprovinNN Performance with Min-Max Objective, Proceedings of the Twenty-Fifth International Joinonference on Artificial Intelligence” ,IJCAI, 2016
  14. De Cheng, Jinjun Wang, Xing Wei,Nan Liu, Shizhou Zhang, Yihong Gong, Nanning Zheng,“Cascade object detection with complementary features and algorithms”,IEEE Conference on Semantic Computation, 2015
  15. Nan Liu,Jinjun Wang,Yihong Gong,“Deep Self-Organizing Map for Visual Classification”,International Joint Conference on Neural Networks, 2015.
  16. Qiqi Hou, Jinjun Wang, Lele Cheng, Yihong Gong,“Facial Landmark Detection Via Cascade Multi-Channel Convolutional Neural Network”, ICIP, 2015.
  17. Lele Cheng, Jinjun Wang, Yihong Gong, Qiqi Hou, “Robust Deep Auto-encoder for Occluded Face Recognition”, ACM Multimedia Conference,2015.
  18. Zhang Shizhou, Wang Jinjun, Liang Yudong, Gong Yihong and Nanning Zheng,“Multi-cue Normalized Non-Negative Sparse Encoder for image classification”, International Conference on Multimedia & Expo, 2015.
  19. Shi Dahu, Zhang Shun, Wang Jinjun, Gong Yihong, “Detection and Association based Multi-target Tracking in Surveillance Video”, IEEE International Conference on Multimedia Big Data (BigMM), 2015.
  20. Shun Zhang, Jinjun Wang, Yihong Gong, Shizhou Zhang, “Free Hand Gesture with “Touchable” Virtual Interface forHuman-3DTV Interface” 3DTV-CON, 2015.
  21. Yudong Liang, Jinjun Wang ,Shizhou Zhang , Yihong Gong, “INCORPORATING IMAGE DEGENERATION MODELING WITH MULTITASK LEARNINGFOR IMAGESUPER-RESOLUTION”, ICIP, 2015.
  22. Qiqi Hou, Lunxin Mou,Jinjun Wang, Yihong Gong,“Virtual Face Transplant in Video”, IWVCC,2015. Weiwei Shi, Jinjun Wang, Yihong Gong, “Sparse Coding Based on Group-Sparsity Dictionary for Image Classification”, IWVCC, 2015.
  23. Lele Cheng, Xiaoyu Tao, Jinjun Wang, Yihong Gong ,“Double-Channel Deep Denoising Auto-Encoder for Facial Expression Recognition”, IWVCC,2015. 
  24. Xinzi Zhang, Jinjun Wang, Yihong Gong, Shizhou Zhang, Shun Zhang, et al, "Low Computation Face Verification using Class Center Analysis”, in Proc. of International Conference on Pattern Recognition 2014 (ICPR'14)
  25. Yudong Liang, Jinjun Wang, Shizhou Zhang, Yihong Gong, Learning Visual Co-Occurrence with Auto-Encoder for Image Super-Resolution, In Proceeding of APSIPA 2014
  26. Yang Zhou, Weiyao Lin, Hang Su, Jianxin Wu, Jinjun Wang, Yu Zhou, "Representing and Recognizing Motion Trajectories: A Tube and Droplet Approach", in Proc. of ACM Multimedia 2014 (ACM MM'14), Orlando, FL, USA, 2014
  27. Jinjun Wang, Jing Xiao, "Human behavior segmentation and recognition using Continuous Linear Dynamic System", IEEE Conference on Application of Computer Vision (WACV'13), Tampa, USA, 2013
  28. Jinjun Wang, Jing Xiao, "Discriminative and generative vocabulary tree for vein image recognition", in Proc. of International Conference on Pattern Recognition 2012 (ICPR’ 12), Tsukuba, Japan, 2012
  29. Zhaowen Wang, Jinjun Wang, Jing Xiao, Thomas Huang, “Substructure and Boundary Modeling for Continuous Action Recognition”, IEEE Conference on Computer Vision and Pattern Recognition 2012 (CVPR’ 12), Rhode Island, USA, 2012
  30. Min-hsuan TsaiJinjun Wang, Tong Zhang, Yihong Gong, Thomas Huang, “Learning the image semantic at Large-Scale”, in Proc. of IEEE Conference on Image Processing (ICIP’11), Brussels, Belgium, 2011
  31. Jinjun Wang, Jianchao Yang, Kai Yu, Fengjun Lv, “Locality-constrained Linear Coding for Image Classification”, in Proc. of IEEE Conference on Computer Vision and Pattern Recognition 2010 (CVPR’ 10), San Francisco, USA, 2010
  32. Jinjun Wang, Shenghuo Zhu, Yihong Gong, “Resolution-Invariant Image Representation and Its Applications”, in Proc. of IEEE Conference on Computer Vision and Pattern Recognition 2009 (CVPR’ 09), Florida, USA, 2009
  33. Jinjun Wang, Shenghuo Zhu, Yihong Gong, “Resolution-Invariant Image Representation For Content-Based Zooming”, in Proc. of IEEE International Conference on Multimedia Expo 2009 (ICME’ 09), Cancun, Mexico, 2009
  34. Jinjun Wang, Yihong Gong, “Normalizing Multi-Subject Variation For Drivers’ Emotion Recognition”, in Proc. of IEEE International Conference on Multimedia Expo 2009 (ICME’ 09), Cancun, Mexico, 2009
  35. Jinjun Wang, Yihong Gong, “Recognition of multiple drivers' emotional state”, in Proc. of International Conference on Pattern Recognition 2008 (ICPR’ 08), Florida, USA, 2008
  36. Jinjun Wang, Yihong Gong, “Fast Image Super-Resolution Using Connected Component Enhancement”, in Proc. of IEEE International Conference on Multimedia Expo 2008 (ICME’ 08), Hannover, Germany, 2008
  37. Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, Yihong Gong, “Noisy video super-resolution” , in Proc. of ACM Multimedia 2008 (ACM MM’08), Vancouver, Canada, 2008
  38. Jinjun Wang, Wei Xu, Shenghuo Zhu, Yihong Gong, “Efficient Video Object Segmentation by Graph-Cut”, in Proc. of IEEE International Conference on Multimedia Expo 2007 (ICME’ 07), Beijing, China, July 2007
  39. Jinjun Wang, Changsheng Xu and Engsiong Chng, “Automatic Sports Video Genre Classification using Pseudo-2D-HMM”, in Proc. of  International Conference on Pattern Recognition 2006 (ICPR’06), Hong Kong, China, August, 2006
  40. Changsheng Xu, Jinjun Wang, Kongwah Wan, Yiqun Li and Linyu Duan, “Live Sports Event Detection Based on Broadcast Video and Web-casting Text", in Proc. of ACM Multimedia 2006 (ACM MM'06), pp221-230, Santa Barbara, USA, October, 2006
  41. Jinjun Wang, Engsiong Chng, Changsheng Xu, Hanqing Lu and Xiaofeng Tong, “Identify Sports Video Shots With ‘Happy’ or ‘Sad’ Emotions”, in Proc. of IEEE International Conference on Multimedia And Expo 2006 (ICME’06), Toronto, Canada, July, 2006
  42. Jinjun Wang, Engsiong Chng and Changsheng Xu, “Fully and Semi-Automatic Music Sports Video Composition”, in Proc. of IEEE International Conference on Multimedia And Expo 2006 (ICME’ 06), Toronto, Canada, July, 2006
  43. Changsheng Xu, Jinjun Wang, Qi Tian and Hanqing Lu, “Sports Video Personalization for Consumer Products”, in Proc. of IEEE International Conference on Consumer Electronics 2006 (ICCE’06) Las Vegas, USA, 2006.
  44. Jinjun Wang, Changsheng Xu, Engsiong Chng, Linyu Duan, Kongwah Wan and Qi Tian, “Automatic Generation of Personalized Music Sports Video”, in Proc. of ACM Multimedia 2005 (ACM MM'05), pp 735-744, Singapore, 2005
  45. Xiaofeng Tong, Linyu Duan, Changsheng Xu, Hanqing Lu, Jinjun Wang and Jesse J. Jin, “Periodicity Detection of Local Motion”, in Proc. of IEEE International Conference on Multimedia And Expo 2005 (ICME’ 05), Amsterdam, Netherlands, July, 2005
  46. Jinjun Wang, Engsiong Chng and Changsheng Xu, “Soccer Replay Detection using Scene Transition Structure Analysis”, in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing 2005 (ICASSP’ 05), vol. 2, pp. 433-436 Pennsylvania, USA, March 2005
  47. Kongwah Wan, Jinjun Wang, Changsheng Xu and Qi Tian, “Automatic Sports Highlights Extraction with Content Augmentation”, in Proc. of IEEE Pacific-Rim Conference on Multimedia 2004 (PCM’ 04), vol. 3332, pp. 19-26. Tokyo, Japan, Dec. 2004
  48. Jinjun Wang, Changsheng Xu, Engsiong Chng, Kongwah Wah and Qi Tian, “Automatic Replay Generation for Soccer Video Broadcasting”, in Proc. of ACM Multimedia 2004 (ACM MM'04), pp 32-39, New York, USA, 2004
  49. Jinjun Wang, Changsheng Xu, Engsiong Chng, Xinguo Yu and Qi Tian, “Event Detection Based on Non-Broadcast Sports Video”, in Proc. of IEEE International Conference on Image Processing 2004 (ICIP’ 04), pp. 1637-1640, Singapore, 2004
  50. Jinjun Wang, Changsheng Xu, Engsiong Chng and Qi Tian, “Sports Highlight Detection from Keyword Sequences using HMM”, in Proc. of IEEE International Conference on Multimedia And Expo 2004 (ICME’04), Taipei, China, June 2004