Publications

Technique reports

  1. Salient Object Detection: A Survey, Ali Borji, Ming-Ming Cheng, Huaizu Jiang, Jia Li, arXiv eprint, 2014.  [pdf] [Project page] [Bib]
  2. A Framework for the Volumetric Integration of Depth Images, Victor Adrian Prisacariu, Olaf Kähler, Ming Ming Cheng, Carl Yuheng Ren, Julien Valentin, Philip H.S. Torr, Ian D. Reid, David W. Murray, arxiv eprint. [bib] [pdf] [code] [project page]

2017

  1. Structure-measure: A New Way to Evaluate Foreground Maps, Deng-Ping Fan, Ming-Ming Cheng, Yun Liu, Tao Li, Ali Borji, IEEE ICCV (Spotlight), 2017. [pdf] [project page] [bib] [Source Code]
  2. Sequential Optimization for Efficient High-Quality Object Proposal Generation, Ziming Zhang, Yun Liu, Xi Chen, Yanyun Zhu, Ming-Ming Cheng, Venkatesh Saligrama, Philip H.S. Torr, IEEE TPAMI, 2017. [pdf]
  3. Richer Convolutional Features for Edge Detection, Yun Liu, Ming-Ming Cheng, Xiaowei Hu, Kai Wang, Xiang Bai, IEEE CVPR, 2017. [pdf] [Project Page] [bib] [source code]
  4. Deeply supervised salient object detection with short connections, Qibin Hou, Ming-Ming Cheng, Xiaowei Hu, Zhuowen Tu, Ali Borji, IEEE CVPR, 2017. [pdf] [Project Page] [bib] [source code]
  5. GMS: Grid-based Motion Statistics for Fast, Ultra-robust Feature correspondence, JW Bian, W Lin, Y Matsushita, SK Yeung, TD Nguyen, MM Cheng IEEE CVPR, 2017. [Project Page][pdf][bib][C++][Youtube]
  6. Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach, Yunchao Wei, Jiashi Feng, Xiaodan Liang, Ming-Ming Cheng, Yao Zhao, Shuicheng Yan, IEEE CVPR (Oral), 2017. [bib] [pdf]
  7. CODE: Coherence Based Decision Boundaries for Feature Correspondence, Wen-Yan Lin, Fan Wang, Ming-Ming Cheng, Sai-Kit Yeung, Philip Torr, Minh N. Do, Jiangbo Lu, IEEE TPAMI, 2016. [pdf] [project page] [C++ code] [official version] [bib]
  8. Intelligent Visual Media Processing: When Graphics Meets Vision, Ming-Ming Cheng, Qi-Bin Hou, Song-Hai Zhang, Paul L. Rosin, JCST, 2017. [pdf] [Springer Nature SharedIt] [Official version] [bib]
  9. Salient Object Detection: A Discriminative Regional Feature Integration Approach, Jingdong Wang, Huaizu Jiang, Zejian Yuan, Ming-Ming Cheng, Xiaowei Hu, Nanning Zheng, IJCV, 2017. [pdf] [Springer Nature SharedIt] [Official version] [bib]
  10. Joint Salient Object Detection and Existence Prediction, Huaizu Jiang, Ming-Ming Cheng, Shi-Jie Li, Ali Borji, Jingdong Wang, Front. Comput. Sci., 2017. [pdf] [bib] [Project Page] [Supplemental] [code]
  11. STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation, Yunchao Wei, Xiaodan Liang, Yunpeng Chen, Xiaohui Shen, Ming-Ming Cheng, Yao Zhao, Shuicheng Yan, IEEE TPAMI, 2017. [pdf] [Project page] [bib] [Official version]

2016

  1. HFS: Hierarchical Feature Selection for Efficient Image Segmentation, Ming-Ming Cheng, Yun Liu, Qibin Hou, Jiawang Bian, Philip Torr,  Shi-Min Hu, Zhuowen Tu, ECCV, 2016. [Project page][pdf][bib][C++] [Official version]
  2. Struck: Structured output tracking with kernels, Sam Hare, Amir Saffari, Stuart Golodetz, Vibhav Vineet, Ming-Ming, Stephen L. Hicks, Philip H. S. Torr. IEEE TPAMI, 38(10), 2096-2109, 2016. [pdf] [bib] [official version].

2015

  1. Salient Object Detection: A Benchmark, Ali Borji, Ming-Ming Cheng, Huaizu Jiang, Jia Li, IEEE TIP, 24(12), 5706-5722, 2015.  [pdf] [Project page] [Bib] [Official version] [code]
  2. Object Proposal Estimation in Depth Images using Compact 3D Shape Manifolds, S. Zheng, V. Prisacariu, M Averkiou, M. Cheng, N. Mitra, J. Shotton, P. Torr, C. Rother, German Conference on Pattern Recognition (GCPR), 2015. (oral)[pdf][bib]
  3. DenseCut: Densely Connected CRFs for Realtime GrabCut. Ming-Ming Cheng, Victor Adrian Prisacariu, Shuai Zheng, Philip H. S. Torr, Carsten Rother. Computer Graphics Forum, 34(7), 193-201, 2015. [Project page] [pdf] [bib] [c++] [Official Version]
  4. SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips. Julien Valentin, Vibhav Vineet, Ming-Ming Cheng, David Kim, Jamie Shotton, Pushmeet Kohli, Matthias Nießner, Antonio Criminisi, Shahram Izadi, Philip Torr, ACM TOG, 34(5), 154:1-154:17, 2015. [pdf] [project page] [bib] [Official Version]
  5. Global Contrast based Salient Region Detection. Ming-Ming Cheng, Niloy J. Mitra, Xiaolei Huang, Philip H. S. Torr, Shi-Min Hu. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 37(3), 569-582, 2015. [pdf] [Project page] [Bib] [official version]
  6. SaliencyRank: Two-stage manifold ranking for salient object detection. Wei Qi, Ming-Ming Cheng, Ali Borji, Huchuan Lu, Lian-Fa Bai, Computational Visual Media, 1(4), 309-320. [Official version] [bib]

2014

  1. Bilateral Functions for Global Motion Modeling, Wen-Yan Lin, Ming-Ming Cheng, Jiangbo Lu, Hongsheng Yang, Minh Do, Philip Torr, ECCV, 2014. [pdf] [bib] [project page]
  2. ImageSpirit: Verbal Guided Image Parsing, Ming-Ming Cheng, Shuai Zheng, Wen-Yan Lin, Vibhav Vineet, Paul Sturgess, Nigel Crook, Niloy Mitra, Philip Torr, ACM Transactions on Graphics (ACM TOG), 2014. [Project page] [Bib] [Pdf] [Supplemental] [Official version]
  3. BING: Binarized Normed Gradients for Objectness Estimation at 300fps, Ming-Ming Cheng, Ziming Zhang, Wen-Yan Lin, Philip H. S. Torr, IEEE International Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2014, 2386-2393. [Project page][pdf][bib] (Oral, Accept rate: 5.75%)
  4. Dense Semantic Image Segmentation with Objects and Attributes, S. Zheng, M. Cheng, J. Warrell, P. Sturgess, V. Vineet, C Rother, P. Torr, IEEE International Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2014, 3214-3221. [Project page][pdf][bib]
  5. SalientShape: Group Saliency in Image Collections. Ming-Ming Cheng, Niloy J. Mitra, Xiaolei Huang, Shi-Min Hu. The Visual Computer 30 (4), 443-453, 2014. [pdf] [Project page] [bib] [latex] [Official version]
  6. Matej Kristan, et al., The Visual Object Tracking VOT2014 Challenge Results. ECCV Workshops (2) 2014: 191-217 [pdf] [Project page]

2013

  1. Efficient Salient Region Detection with Soft Image Abstraction. Ming-Ming Cheng, Jonathan Warrell, Wen-Yan Lin, Shuai Zheng, Vibhav Vineet, Nigel Crook. IEEE International Conference on Computer Vision (IEEE ICCV), 2013. [pdf] [Project page] [bib] [latex] [official version]
  2. Robust Non-parametric Data Fitting for Correspondence Modeling, Wen-Yan Lin, Ming-Ming Cheng, Shuai Zheng, Jiangbo Lu, Nigel Crook, IEEE International Conference on Computer Vision (IEEE ICCV), 2013. [Project page] [pdf] [bib] [Official version]
  3. Internet visual media processing: a survey with graphics and vision applications. Shi-Min Hu, Tao Chen, Kun Xu, Ming-Ming Cheng, Ralph R. Martin. The Visual Computer 29 (5), 393-405, 2013. [pdf] [bib] [Official version]
  4. PoseShop: Human Image Database Construction and Personalized Content Synthesis. Tao Chen, Ping Tan, Li-Qian Ma, Ming-Ming Cheng, Ariel Shamir, Shi-Min Hu. IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 19(5), 824-837, 2013. [pdf] [bib] [Official version]

2012

  1. 图像内容的显著性与相似性研究, 程明明, 清华大学博士学位论文, 2012. [pdf] [latex] [bib] (北京市优秀博士论文)
  2. Interactive Images: Cuboid Proxies for Smart Image Manipulation. Youyi Zheng, Xiang Chen, Ming-Ming Cheng, Kun Zhou, Shi-Min Hu, Niloy J. Mitra. ACM Transactions on Graphics (ACM TOG). 31, 4, 1-10, 2012. [pdf] [Project page] [Slides] [Code] [Bib] [Official version]
  3. ImageAdmixture: Putting Together Dissimilar Objects from Groups. Fang-Lue Zhang, Ming-Ming Cheng, Jiaya Jia, Shi-Min Hu. IEEE Transaction on Visualization and Computer Graphics (IEEE TVCG), 18(11), 1849-1857, 2012. [pdf] [bib] [Official version]

2011

  1. Global Contrast based Salient Region Detection. Ming-Ming Cheng, Guo-Xin Zhang, Niloy J. Mitra, Xiaolei Huang, Shi-Min Hu. IEEE International Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2011, p. 409-416. [pdf] [Project page] [Bib] [Official version] (2nd most cited paper in CVPR 2011)
  2. Connectedness of Random Walk Segmentation. Ming-Ming Cheng, Guo-Xin Zhang. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2011. 33(1): p. 200 -202. [Pdf] [Matlab] [Bib] [Official version]

2010

  1. RepFinder: Finding Approximately Repeated Scene Elements for Image Editing. Ming-Ming Cheng, Fang-Lue Zhang, Niloy J. Mitra, Xiaolei Huang, Shi-Min Hu. ACM Transactions on Graphics (ACM SIGGRAPH). 29, 4, 83:1-8, 2010. [pdf] [Project page] [Bib] [Official version]

2009

  1. Sketch2Photo: Internet Image Montage. Tao Chen, Ming-Ming Cheng, Ping Tan, Ariel Shamir, Shi-Min Hu. ACM Transactions on Graphics (ACM TOG), 28, 5, 124:1-10, 2009. [pdf] [Project page] [Bib] [Commercial Software] [Official version]
  2. A Shape-Preserving Approach to Image Resizing. Guo-Xin Zhang, Ming-Ming Cheng, Shi-Min Hu, Ralph R. Martin. Computer Graphics Forum 28, 7, 1897-1906, 2009. [Pdf] [PPT] [Video] [C++] [Supplemental] [Bib] [Official version]

Notes: IEEE TPAMI is the #1 IEEE publication. ACM TOG is the most-cited ACM Transaction. IEEE TPAMI, ACM TOG, and IEEE TVCG are CCF Tier-A JournalsSIGGRAPH, CVPR, and ICCV are CCF Tier-A Conferences and they have CiteSeer impact factor ranking top 0.7%, top 5%, and top 5% of all computer science journals and conferences respectively.

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