个人简历

博士 电子与计算机工程 美国弗吉尼亚理工 本科、硕士 计算语言学 清华大学

研究领域

计算机视觉 图像处理 人工智能""

近期论文

2018\r
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[60] Qi Yao and Xiaojin Gong. Exploiting LSTM for Joint Object and Semantic Part Detection. ACCV, 2018.\r
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[59] Xiaojin Gong, Qi Yao, Menglin Wang and Ying Lin. A Deep Learning Approach for Oriented Electrical Equipment Detection in Thermal Images. IEEE Access, vol. 6, pp.41590-41597, 2018.\r
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[58] Jiashen Hua and Xiaojin Gong. A Normalized Convolutional Neural Network for Guided Sparse Depth Upsampling. IJCAI, 2018.\r
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2017\r
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[57] Baisheng Lai and Xiaojin Gong. Saliency Guided End-to-End Learning for Weakly Supervised Object Detection. IJCAI, 2017.\r
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[56] Yi Xie, Huimin Yu, Xiaojin Gong, Martin Levine. Adaptive Metric Learning and Probe-Specific Reranking for Person Re-identification. IEEE Signal Processing Letters, 2017\r
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2016\r
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[55] Guodong Zhang and Xiaojin Gong, 'Non-Negative Matrix Co-Factorization for Weakly Supervised Image Parsing', IEEE Signal Processing Letters, Vol. 23, No. 11, pp:1682-1686, Nov. 2016.\r
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[54] 江文婷，龚小谨， 刘济林. 基于增量计算的大规模场景致密语义地图构建, 浙江大学学报（工学版）, 2016 Vol.50 (2): 385-391.\r
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[53] 费婷婷, 龚小谨. 基于马尔科夫随机场的非参数化RGB-D场景理解, 浙江大学学报（工学版）, 2016 Vol. 50 (7): 1322-1329.\r
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[52] Baisheng Lai and Xiaojin Gong, “Saliency Guided Dictionary Learning for Weakly-Supervised Image Parsing”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, USA, Jun. 2016.\r
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[51] Shubao Zhang, Hui Qian, and Xiaojin Gong, 'An Alternating Proximal Splitting Method with Global Convergence for Nonconvex Structured Sparsity Optimization', AAAI Conference on Artificial Intelligence (AAAI), Phoenix, Arizona, USA, Feb. 2016.\r
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2015 (Updated with IF2013)\r
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[50] Yi Xie, Huiming Yu, Xiaojin Gong, Zhenjiang Dong and Yan Gao, 'Learning Visual-Spatial Saliency for Multiple-Shot Person Re-Identification', IEEE Signal Processing Letters, Vol. 22, Iss. 11, pp. 1854-1858, 2015. (SCI, IF = 1.639)\r
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[49] Zhiyu Xiang, Yanbing Zhou and Xiaojin Gong, 'A novel sub-camera array model for calibrating multi-mirror catadioptric systems', Measurement Science and Technology, Accepted.\r
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[48] Jianqiang Ren, Xiaojin Gong, Lu Yu, Wenhui Zhou and Michael Ying Yang, 'Exploiting Global Priors for RGB-D Saliency Detection', CVPR Workshop MSF, Boston, Massachusetts, USA, Jun. 2015. (Oral) [Code]\r
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[47] Wenqi Huang, Xiaojin Gong and Michael Ying Yang, 'Joint Object Segmentation and Depth Upsampling', IEEE Signal Processing Letters, Vol. 22, No. 2, pp. 192-196, 2015. (SCI, IF = 1.639) [Code]\r
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[46] Wenqi Huang and Xiaojin Gong, 'Fusion Based Holistic Road Scene Understanding', Technical report, arXiv\r
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2014 (Updated with IF2012)\r
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[45] 宣森炎, 龚小谨, 刘济林.'基于联合卷积和递归神经网络的交通标志识别', 《传感器与微系统》 2014年第33卷第8期, pp.30-33.\r
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[44] Zhiyu Xiang, Xing Dai, Yanbing Zhou, Xiaojin Gong, 'Self-calibration for Non-central Catadioptric Camera with An Approximate Epipolar Geometry', Measurement Science and Technology, 25, 085005 (10pp), 2014. (SCI, IF = 1.435).\r
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[43] Xiaojin Gong, Jianqiang Ren, Baisheng Lai, Chaohua Yan and Hui Qian, 'Guided Depth Upsampling via A Cosparse Analysis Model', CVPR Workshop MSF, Columbus, OH, USA, Jun. 2014. (Oral)\r
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[42] Teng Cao, Zhiyu Xiang, Xiaojin Gong and Jilin Liu. 'Terrain Reconstruction of Lunar Surface Based on Binocular Fisheye Camera', The 11th World Congress on Intelligent Control and Automation, Shenyang, China, Jun. 2014.\r
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[41] 江文婷， 龚小谨， 刘济林. 颜色指导的深度图像升采样算法的对比性研究, 杭州电子科技大学学报, Vol. 3, No. 1, pp21 - 24, 2014.\r
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[40] Xiaojin Gong, Baisheng Lai, Zhiyu Xiang, 'A L0 Sparse Analysis Prior for Blind Poissonian Image Deconvolution', Optics Express, Vol. 22, Iss. 4, pp. 3860-3865, 2014. (SCI, IF = 3.546).\r
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[39] Wenqi Huang, Xiaojin Gong, Zhiyu Xiang, 'Road Scene Segmentation via Fusing Camera and Lidar Data', IEEE International Conference on Robotics and Automation (ICRA), Hong Kong, China, May. 2014. (Oral)\r
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2013 (Updated with IF2012)\r
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[38] 江文婷， 龚小谨， 刘济林. 基于水平集的火焰分割，杭州电子科技大学学报, Vol. 33, No. 4, 2013. pp.27-30.\r
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[37] 林颖，龚小谨，刘济林. 一种基于单位视球的鱼眼相机标定方法. 浙江大学学报（工学版），2013 Vol.47, No. 8, pp.143-150.\r
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[36] Xiaojin Gong, Junyi Liu, Wenhui Zhou and Jilin Liu, 'Guided Depth Enhancement via A Fast Marching Method', Image and Vision Computing, Vol. 31, Iss. 10 (2013), pp. 695-703. (SCI, IF = 1.959) [Preprint] [Code]\r
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[35] Junyi Liu and Xiaojin Gong, 'Guided Depth Enhancement via Anisotropic Diffusion', the Pacific-Rim Conference on Multimedia (PCM), Nanjing, China, Dec. 2013. [Code]\r
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[34] Wenqi Huang, Xiaojin Gong and Jilin Liu, 'Integrating Visual and Range Data for Road Detection', IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, Sep. 2013.\r
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[33] Zhiyu Xiang, Xing Dai and Xiaojin Gong, 'Non-central catadioptric camera calibration using a generalized unified model', Optics Letters, Vol. 38, Iss. 9, pp. 1367–1369, 2013. (SCI, IF = 3.385)\r
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[32] Xiaojin Gong, Ying Lin and Jilin Liu, '3D LIDAR-Camera Extrinsic Calibration using an Arbitrary Trihedron', Sensors, 2013; 13(2):1902-1918. (SCI, IF = 1.953)\r
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[31] Xiaojin Gong, Ying Lin and Jilin Liu, 'Extrinsic Calibration of a 3D LIDAR and a Camera using an Orthogonal Trihedron', Optics and Lasers in Engineering, Vol. 51, No. 4, 2013, pp. 394–401. (SCI, IF = 1.916)\r
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2012 (Updated with IF2011)\r
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[30] Yang Liu, Xiaojin Gong and Jilin Liu, 'A Comparative Study on Street Sign Detection', 2nd Int. Conference on Computer Science and Network Technology, Changchun, China, Dec. 2012. \r
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[29] Yanchang Wang, Xiaojin Gong, Ying Lin and Jilin Liu, 'Stereo Calibration and Rectification for Omnidirectional Multi-camera Systems', International Journal of Advanced Robotic Systems: Visual Servoing. 2012, Vol. 9, 143:2012. (SCI, IF = 0.375)\r
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[28] 欧阳柳，徐 进，龚小谨，刘济林. 基于不确定性分析的视觉里程计优化. 浙江大学学报（工学版），2012 Vol. 46 (9): 1572-1579\r
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[27] 杨飞，朱株，龚小谨，刘济林. 基于激光雷达的动态未知环境下多障碍的实时检测与跟踪. 浙江大学学报（工学版），2012 Vol. 46 (9): 1565-1571\r
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[26] 马丽莎，周文晖，龚小谨，刘济林. 基于运动约束的泛化Field D*路径规划. 浙江大学学报(工学版) 2012, 46(8) 1546-1552.\r
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[25] Ying Lin, Xiaojin Gong and Jilin Liu. 'Calibration of Central Omnidirectional Cameras via the Viewing Sphere', Optical Engineering, Vol. 51, Issue 7, 077207, 2012. (SCI, IF = 0.959)\r
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[24] 路丹晖，周文晖，龚小谨，刘济林. 基于视觉里程计和惯导融合的移动机器人运动姿态解耦估计. 浙江大学学报（工学版），2012 Vol.46(6):1021-1026.\r
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[23] Junyi Liu, Xiaojin Gong and Jilin Liu. 'Guided Inpainting and Filtering for Kinect Depth Maps', 21st International Conference on Pattern Recognition (ICPR), Tsukuba Science City, Japan, Nov. 2012. [Code]\r
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[22] Ningbo Wang, Xiaojin Gong and Jilin Liu, 'A New Depth Descriptor for Pedestrian Detection in RGB-D images', 21st International Conference on Pattern Recognition (ICPR), Tsukuba Science City, Japan, Nov. 2012.\r
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[21] Xiaojin Gong and Jilin Liu, 'Rock Detection via Superpixel Graph Cuts', IEEE International Conference on Image Processing (ICIP), Orlando, Florida, USA, Sep. 2012. Oral [pdf]\r
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[20] Xiaojin Gong and Jilin Liu, 'Localization Accuracy of Interest Point Detectors Evaluated on Intensity-Depth Images', IEEE Workshop on Applications of Computer Vision (WACV), Colorado, USA, Jan. 2012.\r
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2011 (Updated with IF2011)\r
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[19] Jingting Ding, Jilin Liu, Wenhui Zhou, Haibin Yu, Yanchang Wang and Xiaojin Gong, 'Real-time Stereo Vision System Using Adaptive Weight Cost Aggregation Approach', EURASIP Journal on Image and Video Processing 2011, 2011:20. [pdf] (SCI, IF = 0.50)\r
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[18] 吴伟仁，王大轶，邢琰，龚小谨，刘济林. 月球车巡视探测的双目视觉里程算法与实验研究. 中国科学 信息科学(中国科学F辑) 2011年41卷12期, 1415-1422.\r
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[17] 龚小谨，邢琰，林颖，雷杰，刘济林. 基于贝叶斯分类与水平集演化的月面岩石自动检测，中国宇航学会深空探测技术专业委员会第八届学术年会，上海，2011. （优秀论文）\r
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[16] 欧阳柳，卢维，邢琰，龚小谨，刘济林. 基于最大似然估计及局部双目光束法平差优化的视觉里程算法研究，中国宇航学会深空探测技术专业委员会第八届学术年会，上海，2011.\r
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[15] Xiaojin Gong and Jilin Liu, 'A DAISY-like Compass Operator', IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, 2011. [pdf][poster][bibtex]\r
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[14] Yanchang Wang, Bin Yang, Jingting Ding, Xiaojin Gong and Jilin Liu, 'A Unified Rectification Method for Single Viewpoint Multi-Camera System', IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Klagenfurt, Austria, 2011.\r
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2010\r
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[13] Xiaojin Gong, Chris Wyatt and Jilin Liu, 'Omnidirectional Vision based Moving Obstacle Detection', SuperComputer Technology (CKT), Russia, 2010.\r
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2009\r
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[12] Chris Wyatt, Xiaoxing Li and Xiaojin Gong, 'Registration in the Presence of Topological Destruction using Embedded Maps', BSL Report BSL2009-0002, Bioimaging Systems Laboratory, Department of Electrical and Computer Engineering Virginia Polytechnic Institute and State University, 2009.\r
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2008\r
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[11] Xiaojin Gong, Bin Xu, Caleb Reed, Chris Wyatt and Daniel Stilwell, 'Real-time Robust Mapping for an Autonomous Surface Vehicle using an Omnidirectional Camera', IEEE Workshop on Applications of Computer Vision (WACV), Sep. 08\r
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2007\r
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[10] Xiaojin Gong, Anbu Subramanian, Chris Wyatt and Daniel Stilwell, 'Performance Analysis and Validation of a Paracatadioptric Omnistereo System', The Seventh Workshop on Omnidirectional Vision, Camera Networks and Non-classical Cameras (ICCV-OMNIVIS), Oct. 2007. Oral\r
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[9] Xiaojin Gong, Anbu Subramanian and Chris Wyatt, 'A Two-stage Algorithm for Shoreline Detection', IEEE Workshop on Applications of Computer Vision (WACV), Feb. 2007.\r
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2006\r
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[8] Anbu Subramanian, Xiaojin Gong, J. N. Riggins, Daniel Stilwell and Chris Wyatt, 'Shoreline Mapping using an Omni-directional Camera for Autonomous Surface Vehicle Applications', In Proceedings of the IEEE/MTS OCEANS Conference, Sep. 2006\r
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[7] Anbu Subramanian, Xiaojin Gong and Chris Wyatt, 'Shoreline Detection in Images for Autonomous Boat Navigation', In Proceedings of the 40th Asilomar Conference on Signals, Systems and Computers (ACSSC), 2006\r
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[6] Xiaojin Gong, Lynn Abbott and Gary Fleming, 'A Survey of Techniques for Detection and Tracking of Airport Runways', 44th AIAA Aerospace Sciences Meeting and Exhibit, Reno, Nevada, Jan. 2006\r
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Previous\r
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[5] 龚小谨，罗振声，骆卫华. 汉语句子谓语中心词的自动识别，中文信息学报. Vol.17, No.2, P.7-13, 2003.\r
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[4] 龚小谨，罗振声，骆卫华. 模式匹配和句型成分分析相结合的语法错误自动检查，计算机工程与应用. Vol.39, No.8, 2003. \r
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[3] 骆卫华，罗振声，龚小谨. 中文文本自动校对的语义级查错研究，计算机工程与应用. Vol. 39, No.12, 2003.\r
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[2] Weihua Luo, Zhensheng Luo and Xiaojin Gong, 'Semantic Error Checking in Automatic Proofreading for Chinese Texts', IEEE International Conference on Systems, Man and Cybernetics, Vol.7, 2002\r
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[1] Xiaojin Gong, Zhensheng Luo and Weihua Luo, 'Using a Hybrid Method to Recognize the Predicate Head of a Chinese Sentence', IEEE International Conference on Systems, Man and Cybernetics, Vol.3, 2002