龚声蓉 Gong Shengrong
DATE:2020-07-14 AUTHOR: VIEW:


Sheng-Rong GONG, Ph.D, Professor

School of Computer Science & Engineering

Email: shrgong@cslg.edu.cn

Diplomas:

Sept. 1984-Jun.1987: B.S., Northeast Petroleum University

Sept. 1990-Apr. 1993: M.S., Harbin Institute of Technology

Sept.1997-Jun.2001:Ph.D, Beihang University

Research Activities:

1987-1999: Lecturer, Northeast Petroleum University

1999-2003: Associate professor, Northeast Petroleum University

2003-2015: Professor, Soochow University

2015- : Professor, Changshu Institute of Technology

Research Field:

Computer vision; Machine learning

Selected Recent Publications:

1. Trajectory-pooled Spatial-temporal Architecture of Deep Convolutional Neural Networks for Video Event Detection[J]. Li Yonggang, Ge Rui, Ji Yi, Gong Shengrong, Liu Chunping. IEEE Transactions on Circuits and Systems for Video Technology . 2019, 299: 2683 - 2692

2. Learning Multiple Kernel Metrics for Iterative Person Re-identification [J]. Husheng Dong, Ping Lu, Chunping Liu, Yi Ji, and Shengrong Gong.ACM Transactions on Multimedia Computing, Communications and Applications, 2018, 14(3):78.1-78.24.

3. Online model-learning algorithm from samples and trajectories. Shan Zhong, Qiming Fu, Kaijian Xia, Shengrong Gong, Yufeng Yao J. Ambient Intell. Humaniz. Comput. 11(2): 527-537 (2020)

4. Crowd counting via scale-adaptive convolutional neural network in extremely dense crowd images. Ran Yan, Shengrong Gong, Shan Zhong. International Journal of Computing and Technology,2019, 61(4): 318-324

5. 一种采用模型学习和经验回放加速的正则化自然行动器评判器算法. 钟珊,刘全,傅启明,龚声蓉,董虎胜. 计算机学报,2019423):532-553

6. 基于跨视角判别词典嵌入的行人再识别[J]. 陆萍,董虎胜,钟珊,龚声蓉.计算机研究与发展, 2019, 56(11): 2424-2437.

7. Person Re-identification Algorithm Based on Bidirectional KNN Ranking Optimization. Zongming Bao, Shengrong Gong, Shan Zhong, Ran Yan, Xinghua Dai.Computer Science, 201946(11): 267-271

8. Region Selection Model with Saliency Constraint for Fine-Grained Recognition. Shaoxiong Zhou, Shengrong Gong, Shan Zhong, Wei Pan, Wenhao Ying.ICONIP (1) 2019: 365-376

9. DXNet: An Encoder-Decoder Architecture with XSPP for Semantic Image Segmentation in Street Scenes. Yexin Shang, Shan Zhong, Shengrong Gong, Lifan Zhou, Wenhao Ying. ICONIP (5) 2019: 550-557

10. 3D Human Action Recognition with Skeleton Orientation Vectors and Stacked Residual Bi-LSTMXiaoyi Wan, Tengfei Xing, Yi Ji, Shengrong Gong, Chunping Liu. Asian Conference on Pattern Recognition.  2017, Volume: 1,  571-576

11. Person Re-identification by Enhanced Local Maximal Occurrence Representation and Generalized Similarity Metric Learning [J]. Husheng Dong, Ping Lu, Shan Zhong, Chunping Liu, Yi Ji, and Shengrong Gong. Neurocomputing, 2018, 307(13): 25-37

12. Person Re-identification by Kernel Null Space Marginal Fisher Analysis [J]. Husheng Dong, Ping Lu, Chunping Liu, Yi Ji, Yonggang Li, and Shengrong Gong.Pattern Recognition Letters, 2018,  107(5): 66-74

13. Large Margin Relative Distance Learning for Person Re-identification [J]. Husheng Dong, Shengrong Gong*, Chunping Liu, Yi Ji, and Shan Zhong. IET Computer Vision, 2017,11(6):455-462.

14. Fusion of Spatially Constrained Attributes with Kernelized Ranking for Person Re-identification[C]. Husheng Dong, Chunping Liu, Yi Ji, Zhaohui Wang, and Shengrong Gong.IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015:1-6

15. 基于深度残差双单向DLSTM的时空一致视频事件识别.李永刚,王朝晖,万晓依,董虎胜,龚声蓉,刘纯平,季怡,朱蓉.计算机学报,2018,41( 12): 2852-2866.

16. 基于多层卷积神经网络特征和双向长短时记忆单元的行为识别.葛瑞,王朝晖,徐鑫,季怡,刘纯平,龚声蓉.控制理论与应用,2017,34(6):790-796

17. 基于局部和全局特征视觉单词的人物行为识别.谢飞,龚声蓉,刘纯平,季怡.计 算 机 科 学,20154211):293-298

18. Spatiotemporal saliency detection using slow feature analysis and spatial information for dynamic scenes.Yang Wu, Zhaohui Wang, Xin Xu, Shengrong Gong, Quan Liu, Chunping Liu. 2015 International Conference on Intelligence Science and Big Data Engineering,Suzhou,2015.

19. Face Verification across Aging based on Deep Convolutional Networks and Local Binary Patterns. Huanhuan Zhai, Chunping Liu, Husheng Dong, Yi Ji, Yun Guo, Shengrong Gong. In: 2015 International Conference on Intelligence Science and Big Data Engineering,Suzhou,2015.

20. 基于在线消息传递的主题追踪方法,龚声蓉,叶芸,刘纯平,季怡.计算机学报,2015382):253-260

21. Learning Topic of Dynamic Scene Using Belief propagation and Weighted Visual Words Approach[J]. Chunping Liu, Hui Lin, Shengrong Gong, Yi ji, Quan Liu. Soft Computing2015, 19(1):71-84.

22. Pedestrian recognition in aerial video using saliency and multi-features. Chunping Liu, Xu Fang, Xingbao Wang, Shengrong Gong. International Journal of Computer and Electrical Engineering, 2014, 6(4): 307-315.

23. Dynamic Visual Time Context Descriptors for Automatic Human Expression Classification,Y. Ji, Shengrong Gong and Chunping Liu, Advances in Intelligent Systems and Computing Springer, Volume 215, 2014, pp 307-316

24. Online belief propagation algorithm for probabilistic latent semantic analysis. Yun Ye, Shengrong Gong, Chunping Liu, Jia Zeng, Ning Jia, Yi Zhang. Frontiers of Computer Science, 2013, 7(4): 526-535.

25. Chunping Liu, Yang Zheng, Shengrong Gong. Image categorization using a semantic hierarchy model with sparse set of salient regions. Frontiers of Computer Science, 2013, 7(6): 838-851

26. Object Detection in Dynamic Scenes Based on Codebook with Superpixels. Xu Fang, Chunping Liu, Shengrong Gong, Yi Ji.2013 Second IAPR Asian Conference on Pattern Recognition5-8,November2013,Naha,Okinawa,Japan

27. Automatic Object Extraction in Nature Scene Based on Visual Saliency. Zhaohui Wang, Jinling Su,Yu Chen, Shengrong Gong.Lecture Notes in Artificial Intelligence and Computatinal Intelligence. 2012, (7530): 547-554,

28. Zhaohui Wang Chunping Liu Shengrong Gong.Tracking Multi-Objects using Combination Feature2012 9th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'12) 29-31 May 2012, in Chongqing, China.

29. 基于局部密度构造相似矩阵的谱聚类算法. 吴健, 崔志明, 时玉杰, 李承超, 龚声蓉.通信学报, 2013, 34(3):14-22.EI20131616220461

30. 基于相变和似然性的多相图像分割,刘纯平,CHEN Fu—Hua,龚声蓉,崔志明,刘全.计算机学报,2012,352):375-385

31. 复杂文本网数据的主题建模进展. 曾嘉, 严建峰, 龚声蓉.计算机学报,2012. 35(12)2431-2445

32. 最小状态变元平均奖赏的强化学习方法[J]. 刘 全,傅启明,龚声蓉,伏玉琛,崔志明.通信学报,2011,32(1):66~71

33. 具有偏好随机游动能量均衡的数据传输算法. 张书奎,龚声蓉,崔志明.通信学报,2011,32(2):18-26

34. 基于时间窗的自适应核密度估计运动检测方法,周恩策,刘纯平,张玲燕,龚声蓉.通信学报,2011,32(4): 106-114+124

35. 一种基于张量投票的空域错误隐藏算法,干楠,王朝晖,龚声蓉,刘纯平,刘全.通信学报,2011,32(10):18-26

36. .传感器网络病毒感染传播局域控制研究, 张书奎,崔志明,龚声蓉,孙涌.电子学报,2009,37(4):877-883

37. 基于Bayes序贯估计的无线传感器网络数据融合算法, 张书奎,崔志明,龚声蓉,孙涌,方巍.电子与信息学报,2009,31(3):716-721

38. Multi-angle Face Detection Based on Skin Color and Histogram with Complex Background. JunBao, Shengrong Gong. The sixth international symposium on multispectral image processing and pattern recognition. Oct.30-Nov.1,2009. Yichang,China.

39. 一种基于图的颜色纹理区域分割方法,孟庆涛,龚声蓉,刘纯平,王朝晖.中国图像图形学报,20091410):2092-2096

40. 快速3D-MSPIHT视频编码算法,刘春辉,龚声蓉,张书奎,刘纯平.中国图像图形学报,20091410):2159-2164

41. Image Retrieval Algorithm using Modified AAPSEG and Weighted Regions Matching. Qingtao Meng, Shengrong Gong, Cunping Liu, Zhaohui Wang. The sixth international symposium on multispectral image processing and pattern recognition. Oct.30-Nov.1,2009. Yichang, China.

42. 结合形状编码的视频编码算法,龚声蓉,王朝晖,陆悌亮,刘纯平,张书奎.通信学报,2008293):70-75

43. 一种新的基于基准线的形状编码,龚声蓉,陆悌亮,沈项军,刘纯平,中国图像图形学报,2008134):605-611

44. 基于角点采样的多目标跟踪,刘闯,龚声蓉,崔志明,刘纯平.中国图像图形学报,20081310):1873-1877

45. 基于视差梯度约束的匹配点提取算法,龚声蓉,赵万金,刘纯平.系统仿真学报,200820407-410

46. 一种基于ROI的自适应三维医学图像插值方法,马健林,崔志明,龚声蓉,吴健.中国图像图形学报,2008138):1525-1531

47. 基于全局运动补偿编码的AVS编码器设计,龚声蓉,郭丽,韩军,崔志明,刘全.通信学报,20072810):102-108

48. 一种新的H.264多参考帧快速搜索算法.电路学报与系统,龚声蓉,周翔,范益进,崔志明.2007123):67-72

49. 一种基于ICA的多源图像融合算法,曹杰,龚声蓉,刘纯平,姚望舒,刘全.中国图像图形学报,2007, 1210):1857-1860

50. 一种用于图像拼接的图像序列自动排序算法,赵万金,龚声蓉,刘全,沈项军,刘纯平.中国图像图形学报,Vol.12No.10,2007, pp.1861-1864

51. 一种快速全局运动估计算法,郭丽,龚声蓉,崔志明,中国图像图形学报,20071212):2119-2126

52. 具有图像内容保持特性的小波域可见水印,龚声蓉,杨善超.武汉大学学报· 信息科学版,2006319):757-760

53. Video Abrupt Shot Change Detection Based on Relation of The Partial Interframe Differences, Gong Sheng-rong,Fan Yi-jin, 2005 International Conference on Machine Learning and Cybernetics , p5255-5260

54. A new method based on twi-difference algorithm and motion-matching of the potential shots algorithm for video abrupt shot change detection, Fan Yi-jin, Gong Sheng-rong, The Fourth International Symposium on Multispectral Image Processing and Pattern Recognition2005, p 60431B

55. HDS: A Fast and Hierarchical Diamond Search Algorithm in Video Motion Estimation, Gong Sheng-rong, Zhou xiang, Proceedings of SPIE - The International Society for Optical Engineering, v 6044, MIPPR 2005: Image Analysis Techniques, p 60440D

56. MAIRS: A Content-based multi-agent image retrieval system, Wang Zhaohui, Gong Shengrong, Proceedings of SPIE - The International Society for Optical Engineering, v 6044, MIPPR 2005: Image Analysis Techniques, 2005, p 604426

Publication:

1. Advanced Image and Video Processing Using MATLABGong shengrong,Liu chunping,Zhong Baojiang,Ji Yi,Li Yonggang,Dong Husheng,SPRINGER,2018

2. 数字图像处理与分析(第二版),龚声蓉,刘纯平,赵勋杰,蒋德茂,清华大学出版社,2014

3. 龚声蓉,刘纯平,季怡著.复杂场景下图像与视频分析,人民邮电出版社,2013.9