Publication

[Book Chapters] [Refereed Journal Papers] [Refereed Conference Papers] [Thesis] [Other]

Book Chapter

[B2] Face Detection [Chapter page in SpringerLink]
Stan Z. Li and Jianxin Wu
Chapter 11, in S. Z. Li and A. K. Jain eds. Handbook of Face Recognition (2nd edition), Springer, 2011, pages 277-303.

[B1] Object Detection Chapter page in SpringerLink]
Jianxin Wu and James M. Rehg
Chapter 8, in C. Zhang and Y. Ma eds. Ensemble Machine Learning: Methods and Applications, Springer, 2012, pages 225-250.

Refereed Journal Papers

[J.32] Deep Label Distribution Learning with Label Ambiguity [pdf] [project page]
Bin-Bin Gao, Chao Xing, Chen-Wei Xie, Jianxin Wu, and Xin Geng
IEEE Transactions on Image Processing, 26(6), 2017: 2825-2838.

[J.31] Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval [pdf] [project page]
Xiu-Shen Wei, Jian-Hao Luo, Jianxin Wu, and Zhi-Hua Zhou
IEEE Transactions on Image Processing, 26(6), 2017: 2868-2881.

[J.30] Learning Correspondence Structures for Person Re-identification [pdf]
Weiyao Lin, Yang Shen, Junchi Yan, Mingliang Xu, Jianxin Wu, Jingdong Wang, and Ke Lu
IEEE Transactions on Image Processing, 26(5), 2017: 2438-2453.

[J.29] Structured Learning of Binary Codes with Column Generation for Optimizing Ranking Measures [SpringerLink page]
Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen
International Journal of Computer Vision, 123(2), 2017: 287-308.

[J.28] A Tube-and-Droplet-based Approach for Representing and Analyzing Motion Trajectories [pdf]
Weiyao Lin, Yang Zhou, Hongteng Xu, Junchi Yan, Mingliang Xu, Jianxin Wu, and Zicheng Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(8), 2017: pp. 1489-1503.

[J.27] Action Recognition in Still Images with Minimum Annotation Efforts [pdf]
Yu Zhang, Li Cheng, Jianxin Wu, Jianfei Cai, Minh N. Do, Jiangbo Lu
IEEE Transactions on Image Processing, 25(11), 2016: pp. 5479-5490.

[J.26] Image Categorization with Resource Constraints: Introduction, Challenges and Advances [pdf]
Jian-Hao Luo, Wang Zhou, Jianxin Wu
Frontiers of Computer Science, 11(1), 2017: pp. 13-26.

[J.25] Minimal Gated Unit for Recurrent Neural Networks [pdf]
Guo-Bing Zhou, Jianxin Wu, Chen-Lin Zhang, Zhi-Hua Zhou
International Journal of Automation and Computing, 13(3), 2016: pp. 226-234.

[J.24] Compact Representation of High-Dimensional Feature Vectors for Large-Scale Image Recognition and Retrieval [pdf]
Yu Zhang, Jianxin Wu, Jianfei Cai
IEEE Transactions on Image Processing, 25(5), 2016: pp. 2407-2419.

[J.23] A Diffusion and Clustering-based Approach for Finding Coherent Motions and Understanding Crowd Scenes [pdf]
Weiyao Lin, Yang Mi, Weiyue Wang, Jianxin Wu, Jingdong Wang, Tao Mei
IEEE Transactions on Image Processing, 25(4), 2016: pp. 1674-1687.

[J.22] Weakly Supervised Fine-Grained Categorization with Part-Based Image Representation [pdf]
Yu Zhang, Xiu-Shen Wei, Jianxin Wu, Jianfei Cai, Jiangbo Lu, Viet-Anh Nguyen, Minh N. Do
IEEE Transactions on Image Processing, 25(4), 2016: pp. 1713-1725.

[J.21] Scalable Algorithms for Multi-Instance Learning [pdf] [project page]
Xiu-Shen Wei, Jianxin Wu, Zhi-Hua Zhou
IEEE Transactions on Neural Networks and Learning Systems, 28(4), 2017: pp. 975-987.

[J.20] Good Practices for Learning to Recognize Actions using FV and VLAD [pdf]
Jianxin Wu, Yu Zhang, Weiyao Lin
IEEE Transactions on Cybernetics, 46(12), 2016: pp. 2978-2990.

[J.19] Linear Regression Based Efficient SVM Learning for Large Scale Classification [pdf]
Jianxin Wu, Hao Yang
IEEE Transactions on Neural Networks and Learning Systems, 26(10), 2015: pp. 2357-2369.

[J.18] Automatic Face Naming by Learning Discriminative Affinity Matrices from Weakly Labeled Images [pdf]
Shijie Xiao, Dong Xu, Jianxin Wu
IEEE Transactions on Neural Networks and Learning Systems, 26(10), 2015: 2440-2452.

[J.17] Flexible Image Similarity Computation Using Hyper-Spatial Matching [pdf]
Yu Zhang, Jianxin Wu, Jianfei Cai, Weiyao Lin
IEEE Transactions on Image Processing, 23(9), 2014: pp. 4112-4125.

[J.16] GROPING: Geomagnetism and cROwdsensing Powered Indoor NaviGation [pdf]
Chi Zhang, Kalyan P. Subbu, Jun Luo, Jianxin Wu
IEEE Transactions on Mobile Computing, 14(2), 2015: pp. 387-400.

[J15] Facial expression cloning with elastic and muscle models [pdf]
Yihao Zhang, Weiyao Lin, Bing Zhou, Zhenzhong Chen, Bin Sheng, Jianxin Wu
Journal of Visual Communication and Image Representation, 25(5), 2014: pp. 916-927.

[J14] mCENTRIST: A Multi-channel Feature Generation Mechanism for Scene Categorization [pdf][Code]
Yang Xiao, Jianxin Wu and Junsong Yuan
IEEE Transactions on Image Processing, 23(2), 2014: pp. 823-836.

[J13] A New Network-based Algorithm for Human Activity Recognition in Videos [pdf]
Weiyao Lin, Yuanzhe Chen, Jianxin Wu, Hanli Wang, Bin Sheng, Hongxiang Li
IEEE Transactions on Circuits and Systems for Video Technology, 24(5), 2014: pp. 826-841.

[J12] C4: A Real-time Object Detection Framework [pdf][project page with source code][C4 mirror page]
Jianxin Wu, Nini Liu, Christopher Geyer and James M. Rehg
IEEE Transactions on Image Processing, 22(10), 2013: pp. 4096-4107.

[J11] A Heat-Map-based Algorithm for Recognizing Group Activities in Videos [pdf]
Weiyao Lin, Hang Chu, Jianxin Wu, Bin Sheng, and Zhenzhong Chen
IEEE Transactions on Circuits and Systems for Video Technology, 23(11), 2013: pp. 1980-1992.

[J10] Efficient HIK SVM Learning for Image Classification [pdf][project page with source code: libHIK][libHIK mirror page]
Jianxin Wu
IEEE Transactions on Image Processing, 21(10), 2012: pp. 4442-4453.

[J9] Probabilistic Classifiers with a Generalized Gaussian Scale Mixture Prior [pdf]
Guoqing Liu, Jianxin Wu, and Suiping Zhou
Pattern Recognition, 46(1), 2013: pp. 332-345.

[J8] Efficient and Effective Visual Codebook Generation Using Additive Kernels [pdf][project page with source code: libHIK][libHIK mirror page]
Jianxin Wu, Wei-Chian Tan, and James M. Rehg
Journal of Machine Learning Research, 12(Nov), 2011: pp. 3097-3118.

[J7] CENTRIST: A Visual Descriptor for Scene Categorization [pdf][project page with source code: libHIK for CENTRIST, and PACT][libHIK mirror page]
Jianxin Wu and James M. Rehg
IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(8), 2011: pp. 1489-1501.

[J6] Exploratory under-sampling for class-imbalance learning [pdf][project page with source code]
Xu-Ying Liu, Jianxin Wu, and Zhi-Hua Zhou
IEEE Transactions on Systems, Man, and Cybernetics -- Part B: Cybernetics, 39(2), 2009: pp. 539-550.

[J5] Fast Asymmetric Learning for Cascade Face Detection [pdf][project page with source code]
Jianxin Wu, S. Charles Brubaker, Matthew D. Mullin, and James M. Rehg
IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(3), 2008: pp. 369-382.

[J4] On the Design of Cascades of Boosted Ensembles for Face Detection [SpringerLink page]
S. Charles Brubaker, Jianxin Wu, Jie Sun, Matthew D. Mullin, and James M. Rehg
International Journal of Computer Vision, 77(1-3), 2008, pp.65-86.

[J3] Efficient Face Candidates Selector for Face Detection [pdf][project page with demo]
Jianxin Wu and Zhi-Hua Zhou
Pattern Recognition, 36(5), 2003: 1175-1186.

[J2] Ensembling Neural Networks: Many Could Be Better Than All [pdf][project page with source code]
Zhi-Hua Zhou, Jianxin Wu, and Wei Tang
Artificial Intelligence, 137(1-2), 2002: 239-263.

[J1] Face Recognition with One Training Image per Person [pdf][project page with data information]
Jianxin Wu and Zhi-Hua Zhou
Pattern Recognition Letters, 23(14), 2002: 1711-1719.

Refereed Conference Papers

[C.44] Content-Based Image Recovery [pdf]
Hong-Yu Zhou, Jianxin Wu
In: Proc. Pacific-Rim Conference on Multimedia (PCM 2017), Harbin, China, October 2017, LNCS vol. xx, pp. xx-xx.

[C.43] In Defense of Fully Connected Layers in Visual Representation Transfer? [pdf]
Chen-Lin Zhang, Jian-Hao Luo, Xiu-Shen Wei, Jianxin Wu
In: Proc. Pacific-Rim Conference on Multimedia (PCM 2017), Harbin, China, October 2017, LNCS vol. xx, pp. xx-xx.

[C.42] Adaptive Feeding: Achieving Fast and Accurate Detections by Adaptively Combining Object Detectors [pdf] [project page]
Hong-Yu Zhou, Bin-Bin Gao, Jianxin Wu
In: Proc. International Conference on Computer Vision (ICCV 2017), Venice, Italy, October 2017, pp. xx-xx.

[C.41] ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression [pdf] [project page]
Jian-Hao Luo, Jianxin Wu, Weiyao Lin
In: Proc. International Conference on Computer Vision (ICCV 2017), Venice, Italy, October 2017, pp. xx-xx.

[C.40] Sunrise or Sunset: Selective Comparison Learning for Subtle Attribute Recognition [pdf] [project page]
Hong-Yu Zhou, Bin-Bin Gao, Jianxin Wu
In: Proc. The 28th British Machine Vision Conference (BMVC 2017), London, UK, September 2017, pp. xx-xx.

[C.39] Deep Descriptor Transforming for Image Co-Localization [pdf] [code]
Xiu-Shen Wei, Chen-Lin Zhang, Yao Li, Chen-Wei Xie, Jianxin Wu, Chunhua Shen, Zhi-Hua Zhou
In: Proc. The 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), Melbourne, Australia, August 2017, pp. 3048-3054.

[C.38] Exploit Bounding Box Annotations for Multi-label Object Recognition [pdf]
Hao Yang, Joey Tianyi Zhou, Yu Zhang, Bin-Bin Gao, Jianxin Wu, Jianfei Cai
In: Proc. The IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR 2016), Las Vegas, NV, USA, June 2017, pp. 280-288.

[C.37] Learning Compact Binary Codes from Higher-Order Tensors via Free-Form Reshaping and Binarized Multilinear PCA [pdf]
Haiping Lu, Jianxin Wu, and Yu Zhang
In: Proc. the Annual International Joint Conference on Neural Networks (IJCNN2016), Vancouver, Canada, July 2016, pp. 3008-3015.

[C.36] Representing Sets of Instances for Visual Recognition [pdf]
Jianxin Wu, Bin-Bin Gao, Guoqing Liu
In: Proc. the 30th AAAI Conference on Artificial Intelligence (AAAI 2016), Phoenix, Arizona, USA, Feb 2016, pp. 2237-2243.

[C.35] Person Re-identification with Correspondence Structure Learning [pdf]
Yang Shen, Weiyao Lin, Junchi Yan, Mingliang Xu, Jianxin Wu, Jingdong Wang
In: Proc. International Conference on Computer Vision (ICCV 2015), Santigao, Chile, Dec 2015, pp. 3200-3208.

[C.34] Learning with Augmented Multi-Instance View [pdf]
Yue Zhu, Jianxin Wu, Yuan Jiang and Zhi-Hua Zhou
In: Proc. 6th Asian Conference on Machine Learning (ACML 2014), Nha Trang, Vietnam, Nov 2014, JMLR W&CP 39:234-249, 2014.

[C.33] Scalable Multi-Instance Learning [pdf][code]
Xiu-Shen Wei, Jianxin Wu and Zhi-Hua Zhou
In: Proc. IEEE International Conference on Data Mining (ICDM 2014), Shenzhen, China, Dec 2014, pp. 1037-1042. (short paper)

[C.32] Representing and Recognizing Motion Trajectories: A Tube and Droplet Approach [pdf]
Yang Zhou, Weiyao Lin, Hang Su, Jianxin Wu, Jinjun Wang, Yu Zhou
In: Proc. 22nd ACM International Conference on Multimedia (MM 2014), Orlando, Florida, USA, Nov 2014, pp. 1077-1080. (short paper)

[C31] Optimizing Ranking Measures for Compact Binary Code Learning [pdf]
Guosheng Lin, Chunhua Shen, Jianxin Wu
In: Proc. The 13th European Conference on Computer Vision (ECCV 2014), Zürich, Switzerland, Sep. 2014, LNCS vol. 8691, pp. 613-627.

[C30] Finding Coherent Motions and Semantic Regions in Crowd Scenes: A Diffusion and Clustering Approach [pdf]
Weiyue Wang, Weiyao Lin, Yuanzhe Chen, Jianxin Wu, Jingdong Wang, and Bin Sheng
In: Proc. The 13th European Conference on Computer Vision (ECCV 2014), Zürich, Switzerland, Sep. 2014, LNCS vol. 8689, pp. 756-771.

[C.29] A Dual-Sensor Enabled Indoor Localization System with Crowdsensing Spot Survey [pdf]
Chi Zhang, Jun Luo, Jianxin Wu
In: Proc. The 10th IEEE/ACM International Conference on Distributed Computing in Sensor Systems (DCOSS 2014), Marina Del Rey, California, USA, May 2014, pp. 75-82.

[C.28] Compact Representation for Image Classification: To Choose or to Compress? [pdf][MI-based Feature Selection Matlab Code]
Yu Zhang, Jianxin Wu, Jianfei Cai
In: Proc. The IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR 2014), Columbus, Ohio, USA, June 2014, pp. 907-914.

[C.27] Towards Good Practices for Action Video Encoding [pdf]
Jianxin Wu, Yu Zhang, Weiyao Lin
In: Proc. The IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR 2014), Columbus, Ohio, USA, June 2014, pp. 2577-2584.

[C26] Remora: Sensing Resource Sharing Among Smartphone-based Body Sensor Networks [pdf]
Matthew Keally, Gang Zhou, Guoliang Xing, Jianxin Wu
In: Proc. IEEE/ACM International Symposium on Quality of Services (IWQoS 2013), Montreal, Canada, June 2013, pp. 1-10.

[C.25] Reduced Heteroscedasticity Linear Regression for Nystrom Approximation [pdf]
Hao Yang and Jianxin Wu
In: Proc. The 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Beijing, China, Aug. 2013, pp. 1841-1847.

[C24] Salient Object Cutout Using Google Images [pdf]
Hongyuan Zhu, Jianfei Cai, Jianmin Zheng, Jianxin Wu, and Nadia Thalmann
In: Proc. 2013 IEEE International Symposium on Circuits and Systems (ISCAS 2013), Beijing, China, May 2013, pp. 905-908.

[C.23] A New Network-based Algorithm for Human Group Activity Recognition in Videos [pdf]
Gaojian Li, Weiyao Lin, Sheng Zhang, Jianxin Wu, Yuanzhe Chen, and Hui Wei
In: Proc. 19th Conference on Multimedia Modeling, Huangshan (MMM 2013), Huangshan, China, Jan 2013, LNCS 7732, pp. 163-173.

[C.22] Object Templates for Visual Place Categorization [pdf]
Hao Yang and Jianxin Wu
In: Proc. 11th Asian Conference on Computer Vision (ACCV 2012), Daejeon, Korea, Nov 2012, LNCS 7727, pp. 470-483.

[C.21] Exclusive Visual Descriptor Quantization [pdf]
Yu Zhang, Jianxin Wu, and Weiyao Lin
In: Proc. 11th Asian Conference on Computer Vision (ACCV 2012), Daejeon, Korea, Nov 2012, LNCS 7724, pp. 408-421.

C.20] Key Instance Detection in Multi-Instance Learning [pdf]
Guoqing Liu, Jianxin Wu, and Zhi-Hua Zhou
In: Proc. 4th Asian Conference on Machine Learning (ACML 2012), Singapore, Singapore, Nov 2012, JMLR W&CP 25:253-268, 2012.

[C.19] Pratical Large Scale Classification with Additive Kernels [pdf]
Hao Yang and Jianxin Wu
In: Proc. 4th Asian Conference on Machine Learning (ACML 2012), Singapore, Singapore, Nov 2012, pp. JMLR W&CP 25:523-538, 2012.

C.18] A new heat-map-based algorithm for human group activity recognition [pdf]
Hang Chu, Weiyao Lin, Jianxin Wu, Xingtong Zhou, Yuanzhe Chen, Hongxiang Li
In: Proc. 20th ACM International Conference on Multimedia (MM 2012), Nara, Japan, Oct-Nov 2012, pp. 1069-1072. (short paper)

[C17] Power Mean SVM for Large Scale Visual Classification [pdf][PmSVM software][PmSVM software mirror page]
Jianxin Wu
In: Proc. The IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR 2012), Providence, USA, June 2012, pp. 2344-2351.

[C16] Facial Expression Mapping based on Elastic and Muscle-Distribution-based Models [pdf]
Yihao Zhang, Weiyao Lin, Bin Sheng, Jianxin Wu, Hongxiang Li, Chongyang Zhang
In: Proc. The 2012 International Symposium on Circuits and Systems (ISCAS 2012), Seoul, Korea, May 2012, pp. 2685-2688.

[C.15] PBN: Towards Practical Acitvity Recognition Using Smartphone-Based Body Sensor Networks [pdf]
Matthew Keally, Gang Zhou, Guoliang Xing, Jianxin Wu, Andrew Pyles
In: Proc. The 9th ACM Conference on Embedded Networked Sensor Systems (Sensys 2011), Seattle, USA, Nov. 2011, pp. 246-259.

[C.14] Probit Classifiers with a Generalized Gaussian Scale Mixture Prior [pdf]
Guoqing Liu, Jianxin Wu, and Suiping Zhou
In: Proc. The 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011), Barcelona, Spain, July 2011, pp. 1372-1377.

[C13] Real-Time Human Detection Using Contour Cues [pdf][C4 project page with source code][C4 mirror page]
Jianxin Wu, Christopher Geyer, and James M. Rehg
In: Proc. The 2011 IEEE Int'l Conference on Robotics and Automation (ICRA 2011), Shanghai, China, May 2011, pp. 860-867.

[C12] Balance Support Vector Machines Locally Using the Structural Similarity Kernel [pdf] [proejct page with source code]
Jianxin Wu
In: Proc. The 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2011), Shenzhen, China, May 2011, pp I-(112-123).

[C11] Exploiting Sensing Diversity for Confident Sensing in Wireless Sensor Networks [pdf]
Matthew Keally, Gang Zhou, Guoliang Xing, and Jianxin Wu
In: Proc. The 30th IEEE Int'l Conference on Computer Communications (INFOCOM 2011), Shanghai, China, Apr. 2011, pp. 1719-1727.

[C10] A Fast Dual Method for HIK SVM Learning [pdf] [libHIK project page with source code][libHIK mirror page]
Jianxin Wu
In: Proc. The 11th European Conference on Computer Vision (ECCV 2010), Crete, Greece, Sep. 2010, LNCS vol. 6312, pp. 552-565.

[C9] Visual Place Categorization: Problem, Dataset, and Algorithm [pdf][VPC dataset][VPC workshop]
Jianxin Wu, Henrik Christensen, and James M. Rehg
In: Proc. The 2009 IEEE/RSJ Int'l Conference on Intelligent Robots and Systems (IROS 2009), St. Louis, USA, Oct. 2009, pp. 4763-4770.

[C8] Beyond the Euclidean distance: Creating effective visual codebooks using the histogram intersection kernel [pdf] [libHIK project page with source code][libHIK mirror page]
Jianxin Wu and James M. Rehg
In: Proc. The 12th International Conference on Computer Vision (ICCV 2009), Kyoto, Japan, Sep 2009, pp. 630-637.

[C7] Where am I: Place instance and category recognition using spatial PACT [pdf] [project page with source code]
Jianxin Wu and James M. Rehg
In: Proc. The IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, USA, Jun. 2008, pp. 1-8.

[C6] A Scalable Approach to Activity Recognition based on Object Use [pdf]
Jianxin Wu, Adebola Osuntogun, Tanzeem Choudhury, Matthai Philipose, and James M. Rehg
In: Proc. The 11th International Conference on Computer Vision (ICCV 2007), Rio de Janeiro, Brazil, Oct. 2007, pp. 1-8.

[C5] Exploratory Under-Sampling for Class-Imbalance Learning [pdf][project page with source code]
Xu-Ying Liu, Jianxin Wu, and Zhi-Hua Zhou
In: Proc. The IEEE International Conference on Data Mining (ICDM 2006), Hong Kong, China, Dec. 2006, pp. 965-969.

[C.4] Linear Asymmetric Classifier for Cascade Detectors [pdf][project page with source code]
Jianxin Wu, Matthew D. Mullin, and James M. Rehg
In: Proc. The 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, Aug. 2005, pp. 993-1000.

[C3] Learning a Rare Event Detection Cascade by Direct Feature Selection [pdf][project page with source code]
Jianxin Wu, James M. Rehg, and Matthew D. Mullin
In: Proc. Advances in Neural Information Processing Systems 16 (NIPS 2003), Vancouver, Canada, Dec. 2003, pp. 1523-1530.

[C.2] Genetic algorithm based selective neural network ensemble [pdf][project page with source code]
Zhi-Hua Zhou, Jian-Xin Wu, Yuan Jiang, and Shi-Fu Chen
In: Proc. The 17th International Joint Conference on Artificial Intelligence (IJCAI 2001), Seattle, USA, Aug. 2001, vol.2, pp. 797-802.

[C1] Ensemble of GA based selective neural network ensembles [pdf][project page with source code]
Jian-Xin Wu, Zhi-Hua Zhou, and Zhao-Qian Chen
In: Proc. The 8th International Conference on Neural Information Processing (ICONIP 2001), Shanghai, China, Nov. 2001, vol. 3, pp. 1477-1482.

Ph.D. Dissertation

Visual Place Categorization [pdf file, about 4.7M]
Ph.D. Dissertation in College of Computing, Georgia Institute of Technology, supervised by Dr. James M. Rehg

Other papers

[W13] Editorial of the Special Issue on Multi-instance Learning in Pattern Recognition and Vision
Jianxin Wu, Xiang Bai, Marco Loog, Fabio Roli, Zhi-Hua Zhou
Pattern Recognition, 71, 2017: 444-445.

[W12] (in Chinese) 一种基于Hartigan-Wong和Lloyd的定性平衡聚类算法
周旺, 张晨麟, 吴建鑫
山东大学学报(工学版), 2016, 46(5): 37-44.

[W11] (in Chinese) 基于深度卷积特征的细粒度图像分类研究综述 [pdf]
罗建豪,吴建鑫
自动化学报,2017, 43(8): 1306-1318.

[W10] Deep Bimodal Regression for Apparent Personality Analysis [pdf] [project page]
Chen-Lin Zhang, H Zhang, Xiu-Shen Wei, and Jianxin Wu
ChaLearn Looking at People: Workshop and Competitions (Apparent Personality Analysis track winner), in association with ECCV 2016

[W9] Deep Spatial Pyramid Ensemble for Cultural Event Recognition [pdf]
Xiu-Shen Wei, Bin-Bin Gao, Jianxin Wu
ChaLearn Looking at People: Workshop and Competitions (LaP track 2 competition rank #2), in association with ICCV 2015

[W8] Deep Label Distribution Learning for Apparent Age Estimation [pdf]
Xu Yang, Bin-Bin Gao, Chao Xing, Zeng-Wei Huo, Xiu-Shen Wei, Ying Zhou, Jianxin Wu, Xin Geng
ChaLearn Looking at People: Workshop and Competitions (LaP track 1 competition rank #4), in association with ICCV 2015

[W7] (in Chinese) 一种基于近邻表示的聚类方法
周国兵,吴建鑫,周嵩
软件学报,2015, 26(11): 2847-2855.

[W6] Steerable Second Order Intensity Features for Pedestrian Detection
Sing Kuang Tan, Tat-Jen Cham, Jianxin Wu
In: Proc. The 3rd Asian Conference on Pattern Recognition, Kuala Lumpur, Malaysia, Nov. 2015.

[W5] Additive Kernels and Explicit Embeddings for Large Scale Computer Vision Problems [Materials]
Tutorial in ECCV 2012, with Andrea Vedaldi (Univ. of Oxford, UK), Subhransu Maji (TTI Chicago, USA), and Florent Perronnin (Xerox Research Center Europe)

[W4] Layout-expectation-based Model for Image Search Re-ranking [pdf]
International Workshop on Emerging Multimedia Systems and Applications, in conjunction with ICME 2012.

[W3] Histogram Intersection Kernel Learning for Multimedia Applications [pdf]
Tutorial in the 2010 Pacific-Rim Conference on Multimedia, Sept. 21, 2010, Shanghai.

[W2] Towards the Optimal Training of Cascades of Boosted Ensembles [SpringerLink page]
S. Charles Brubaker, Jianxin Wu, Jie Sun, Matthew D. Mullin, and James M. Rehg
Toward Category-Level Object Recognition 2006 (LNCS 4170): pages 301-320.

[W1] Learning a Rare Event Detection Cascade by Direct Feature Selection
Jianxin Wu, James M. Rehg, and Matthew D. Mullin
SCTV 2003, in conjunction with ICCV 2003.