Home » Publications
Dummy Image

3D Object Proposals for Accurate Object Class Detection

Dummy Image

Improving Object Proposals with Multi-Thresholding Straddling Expansion

Dummy Image

Learning a Compact Latent Representation of the Bag-of-Parts Model

Dummy Image

Manifold topological multi-resolution analysis method

Dummy Image

Multi-resolution recognition of 3D object based on visual resolution limit

Dummy Image

Digital Image Processing

Journal
  1. Xiaozhi Chen, Kaustav Kunku, Yukun Zhu, Huimin Ma, Sanja Fidler, Raquel Urtasun. 3D Object Proposals using Stereo Imagery for Accurate Object Class Detection. TPAMI, 2017. [pdf]

  2. Xiaoqin Zhang, Huimin Ma and Jinghuan Wen. "Stochastic Approximation for Expensive One-Bit Feedback Systems." Tsinghua Science and Technology 22.3 (2017): 317-327.

  3. Chen Hu, Xuedan Zhang, Huimin Ma. Shape-adaptive virtual hand grasping method, Journal of Image and Graphics.

  4. Xiaozhi Chen, Huimin Ma, Chenzhuo Zhu, Xiang Wang, Zhichen Zhao. Boundary-aware Box Refinement for Object Proposal Generation, Neurocomputing, Volume 219, 5 January 2017, Pages 323-332.[pdf]

  5. Zhichen Zhao, Huimin Ma, Xiaozhi Chen. Generalized Symmetric Pair Model for Action Classification in Still Images, Pattern Recognition, Volume 64, 1 April 2017, Pages 347 - 360. [pdf]

  6. Zhichen Zhao, Huimin Ma, Xiaozhi Chen. Semantic Parts based Top-Down Pyramid for Action Recognition, Pattern Recognition Letters, Volume 84, 1 December 2016, Pages 134–141. [pdf]

  7. Xiang Wang, Huimin Ma, Xiaozhi Chen. Geodesic Weighted Bayesian Model for Saliency Optimization, Pattern Recognition Letters, Volume 75, 1 May 2016, Pages 1–8. [pdf] [project page] [bibtex]

  8. Jinghuan Wen, Huimin Ma, Xiaoqin Zhang. Optimization of the occlusion strategy in visual tracking, Tsinghua Science and Technology, 2016.

  9. Tong Chu, Huimin Ma. Study of Infrared Anti-Jamming Tracking Agorithm, Journal of Image and Graphics, 2013, 18(10): 1354-1363. [pdf]

  10. Shaodi You, Huimin Ma. Manifold topological multi-resolution analysis method, Pattern Recognition, 2011.1.6, pp1629-1648. [pdf]

  11. Huimin Ma, Tiantian Huang, Yanzhi Wang. Multi-resolution recognition of 3D object based on visual resolution limit, Pattern Recognition Letter, Volume 31, Issue 3, 1 February 2010, pp. 259-266 [pdf]

  12. Yuchen Guo, Huimin Ma, Qingmin Liao. Analysis on Shape Features for 2D Projective Image Based 3D Object Recognition, Journal of Tsinghua University (SCi & Tech), Vol.49, No.10, pp1646-1650, October 2009. [pdf]

  13. Wenyun Huang, Huimin Ma, Shengjin Wang. A Recognition Algorithm for Sea Background Infrared Target, Journal of Tsinghua University (SCi & Tech), Vol.49, No.10, pp1609-1613, October 2009. [pdf]

  14. Xiaoliang Yu, Huimin Ma, Jian Xiao. Real-time Target Recognition System Simulation Based on Laser Near-field Detection, Optoelectronics Letters, Vol.5, No.4, pp0299-0303, July 2009. [pdf]

  15. Chenye Wu, Huimin Ma. Computing EEE Events Based on Conicoid Theory in 3D Object Recognition Application, Tsinghua Science and Technology, Vol.14, No.2, pp264-270, April 2009. [pdf]

  16. Jie Sun, Huimin Ma, Fengting Li. Viewpoint Space Partition Based on Affine Invariant Feature, Journal of Tsinghua University (SCi & Tech), Vol.49, No.1, pp53-56, January 2009. [pdf]

  17. Miao Su, Huimin Ma, Fengting Li. Catastrophe Theory and Clustering Algorithm Based Viewpoint Space Partition Algorithm, Journal of Tsinghua University (SCi & Tech), Vol.48, No.4, pp518-521, April 2008. [pdf]

  18. Huimin Ma, Ruke Huang. Multi-hierarchical Algorithms for Fast Fingerprint Identification, Chinese Journal of Eelectronics, Vol.14, No.4, pp625-630, October 2005.

  19. Huajian Wang, Aiwu Zhang, Huimin Ma, Fengting Li. Hole Filling in Range Image Processing Based on Statistical Model, Journal of Optoelectronics Laser, Vol.15, No.10, pp.1234-1237, November 2004. [pdf]

  20. Huimin Ma, Yan Wang. Parallel Feature Extraction System, Chinese Journal of Electronics,Vol.12 No.4, pp598-601, October 2003.

  21. Huimin Ma, Guangda Su. High Speed Recognition System of Plane Infrared Image, Journal of Infrared and Millimeter Waves, Vol.21, No.5, pp367-371, October 2002. [pdf]

  22. Huimin Ma. Gray Image Feature Extraction Base on Projection, Optical Technique, VOL.28, NO.6, pp.561-563, 2002.

Conference
  1. Xiaozhi Chen, Huimin Ma, Ji Wan, Bo Li, Tian Xia. Multi-View 3D Object Detection Network for Autonomous Driving, International Conference on Computer Vision and Pattern Recognition (CVPR), 2017. [pdf]

  2. Xiang Wang, Huimin Ma, Xiaozhi Chen. Salient Object Detection via fast R-CNN and Low-level Cues, International Conference on Image Processing (ICIP), 2016. [pdf] [project page] [bibtex]

  3. Zhichen Zhao, Huimin Ma, Xiaozhi Chen. Multi-scale Region Candidate Combination for Action Recognition, International Conference on Image Processing (ICIP), 2016. [pdf]

  4. Dazhao Shi, Huimin Ma. A Robust Object Tracking Algorithm in Complex Environment, International Conference on Digital Image Processing (ICDIP), 2016. [pdf]

  5. Xiaozhi Chen, Kaustav Kunku, Ziyu Zhang, Huimin Ma, Sanja Fidler, Raquel Urtasun. Monocular 3D Object Detection for Autonomous Driving, International Conference on Computer Vision and Pattern Recognition (CVPR), 2016. [pdf]

  6. Xiaozhi Chen, Kaustav Kunku, Yukun Zhu, Andrew Berneshawi, Huimin Ma, Sanja Fidler, Raquel Urtasun. 3D Object Proposals for Accurate Object Class Detection, Annual Conference on Neural Information Processing Systems(NIPS), 2015. [Paper] [Demo][KITTI Results][BibTex]

  7. Yidong Wang, Huimin Ma. Identification Differences among People under Context of Complex Images, International Symposium on Bioelectronics and Bioinformatics (ISBB), 2015. [pdf]

  8. Xiang Wang, Huimin Ma, Xiaozhi Chen. Geodesic Weighted Bayesian Model for Salient Object Detection, International Conference on Image Processing (ICIP), 2015. [pdf] [project page] [BibTex]

  9. Xiaozhi Chen, Huimin Ma, Xiang Wang, Zhichen Zhao. Improving Object Proposals with Multi-Thresholding Straddling Expansion, International Conference on Computer Vision and Pattern Recognition (CVPR), 2015. [pdf] [project page] [BibTex]

  10. Jun Cao, Huimin Ma. Regression-based Parameter Optimization for Binary Output Systems, 2015 3rd International Conference on Information and Communication Technology (ICoICT), 2015. [pdf]

  11. Boqiang Fan, Huimin Ma, Xiang Wang. The Analysis of Frequency Domain Characteristics of Emotional Images in Eye-tracking Experiment, Seventh International Conference on Digital Image Processing(ICDIP) 2015.

  12. Wenyu Li, Huimin Ma, Xiang Wang, Dazhao Shi. Features Derived From Behavioral Experiments To Distinguish Mental Healthy People From Depressed People, The 11th IASTED International Conference on Biomedical Engineering (BioMed) 2014. [pdf]

  13. Huimin Ma, Luyao Zhou. Humanoid-eye Imaging System Model with Ability of Resolving Power Computing. Advances in Image and Graphics Technologies(IGTA), 2014.[pdf]

  14. Xiaozhi Chen, Huimin Ma. Learning a Compact Latent Representation of the Bag-of-Parts Model. International Conference on Image Processing (ICIP), 2014. [pdf]

  15. Zhichen Zhao, Huimin Ma, Xiaozhi Chen. Protected Pooling Method of Sparse Coding in Visual Classification. International Conference on Computer Vision and Graphics (ICCVG), 2014. [pdf]

  16. Shurui Bao, Huimin Ma. ThuPIS: A New Affective Image System for Psychological Analysis. International Symposium on Bioelectronics and Bioinformatics (ISBB), 2014. [pdf]

  17. Shurui Bao, Huimin Ma, Wenyu Li, Xiang Wang. Discrimination of Positive Facial Expressions is More Susceptible to Affective Background Scenes. International Conference on Culture, Knowledge and Society (ICCKS), 2014. [pdf]

  18. Luyao Zhou, Huimin Ma. Accurate and fast simulation of laser scanning imaging. International Conference on Multimedia Technology (ICIG), 2013.[pdf]

  19. Huimin Ma, Xiaozhi Chen. Simplification Computing for Visual Events Based on Distinct Silhouette and View-Independent Pruning Algorithm. Advances in Image and Graphics Technologies (IGTA), 2013.[pdf]

  20. Yu Zhang, Huimin Ma. The Electronic Countermeasures Optimization Based on PCA and Multiple Regression Analysis. Advances in Image and Graphics Technologies (IGTA), 2013.[pdf]

  21. Shangfu Ouyang, Huimin Ma. Cognitive impact differs from relationship of scene and facial expression. The 2012 International Conference on Biomedical Engineering and Biotechnology (ICBEB), 2012. [pdf]

  22. Juan Li, Huimin Ma, Luyao Zhou. Implementation of a Progressive Target Recognition System for All the Angles. The International Conference on Automatic Control and Artificial Intelligence (ICACAI), 2012 [pdf]

  23. Yu Hou, Huimin Ma. Analysis of an infrared interference antagonizing window tracking algorithm. International Conference on Automatic Control and Artificial Intelligence, (ICACAI), 2012. [pdf]

  24. Guanhua Su, Huimin Ma, Yu Hou. A Robust Approach for Anti-Jamming Target Tracking in Forward Looking Infrared Imagery, International Conference on Image and Graphics, (ICIG), 2011 [pdf]

  25. Bo Pang, Huimin Ma. An Effective Way of 3D Model Representation in Recognition System, International Conference on Multimedia and Signal Processing (CMSP),2011. [pdf]

  26. Lifeng Liu, Huimin Ma, Mingquan Lu. A FPGA and Zernike Moments Based Near-field Laser Imaging Detector Multi-scale Real-time Target Recognition Algorithm , Third International Symposium on Information Science and Engineering (ISISE), 2010. [pdf]

  27. Xiao Yu, Huimin Ma, Ze Yuan. A Solution to Efficient Viewpoint Space Partition in 3D Object Recognition, International Conference on Image and Graphics (ICIG), 2009. [pdf]

  28. Xu Zhang, Huimin Ma, Yushu Liu, Chunxiao Gao. An Extension of Locally Linear Embedding for Pose Estimation of 3D Object, International Conference on Machine Learning and Cybernetics (ICMLC), 2007. [pdf]

  29. Tiantian Huang, Huimin Ma, Fengting Li. Segmentation and Recognition of 3D Objects in Automatic Navigation, The 4rd International Conference on Natural Computation (ICNC), 2008. [pdf]

  30. Chenye Wu, Huimin Ma. Efficiently Pruning for Visual Events in 3D Object Recognition Application, Proceeding of 14th National Conference of Image and Graphics(NCIG), 2008. [pdf]

  31. Yibo Zhang, Huimin Ma, Peng Cui. Manifold Characteristic Analysis of 3-D Object, Proceeding of 2008 Conference of Image and Graphics (ICIG), 2008.

  32. Luo Yuan, Huimin Ma, Fengting Li. An Improved Algorithm of Viewpoint Space Partition in 3D Object Recognition Application, Proceedings of the Seventh IASTED International Conference on Signal and Image Processing (SIP), 2006.[pdf]

  33. Yuan Luo, Huimin Ma, Fengting Li. 3D Object Recognition Technique Based on Muti-Resolution Aspect Graph, 2005 International Conference on Neural Networks and Brain (ICNNB), 2005. [pdf]

  34. Wei Lin, Huimin Ma, Fengting Li. Accurate Tracking Based on Interest Points in The Infrared Imaging Guidance, 2005 International Conference on Neural Networks and Brain (ICNNB), 2005. [pdf]

  35. Huimin Ma, Ruke Huang. A New Fingerprint Translation Finding Algorithm, IEEE I nternational Conference on Machine Learning and Cybernetics , 2004. [pdf]

  36. Huimin Ma, Guangda Su, Ruke Huang. A Classification Agorithm for Fingerprint Matching in Large Database, Proceedings of The 13th National Conference on Neural Network (NCNN), 2003.

  37. Huimin Ma, Guangda Su, Junyan Wang. A Glass Bottle Defect Detection System Without Touching, IEEE International Conference on Machine Learning and Cybernetics (ICMLC), 2002. [pdf]

Books
  1. Huimin Ma, invited book chapter 8 in Digital Image Processing: The Application of Digital Image Technology, ed. by Maoyong Chao. Peiking University Press, China, 2007

Patents
  1. An new Image cognition psychoanalysis system
    一种图像认知心理分析系统
    Huimin Ma, Xiaozhi Chen, Shangfu Ouyang, Wenyu Li, Shurui Bao.
    ZL 2013 1 0221563.9
  2. Image database based on MMPI
    基于mmpi心理量表的图像库及其构建方法
    Huimin MA, Wenyu Li, Shurui Bao.
    CN 201310222323