论著

技术报告:

  1. Salient Object Detection: A Survey. A Borji, MM Cheng, H Jiang, J Li, arXiv eprint, 2014.  [pdf] [Project page] [Bib]
  2. A Framework for the Volumetric Integration of Depth Images, VA Prisacariu, O Kähler, MM Cheng, CY Ren, J Valentin, PHS Torr, ID Reid, DW Murray, arxiv eprint. [引用] [pdf] [代码] [项目主页]

2017

  1. Sequential Optimization for Efficient High-Quality Object Proposal Generation, Z Zhang, Y Liu, X Chen, Y Zhu, MM Cheng, V Saligrama, PHS Torr, IEEE TPAMI, 2017. [pdf]
  2. Richer Convolutional Features for Edge Detection, Y Liu, MM Cheng, X Hu, K Wang, X Bai, IEEE CVPR, 2017. [pdf] [Project Page] [bib] [source code]
  3. Deeply supervised salient object detection with short connections, Q Hou, MM Cheng, X Hu, Z Tu, A Borji, IEEE CVPR, 2017. [pdf] [Project Page] [bib] [source code]
  4. 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]
  5. Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach, Y Wei, J Feng, X Liang, MM Cheng, Y Zhao, S Yan, IEEE CVPR (Oral), 2017. [pdf] [bib]
  6. CODE: Coherence Based Decision Boundaries for Feature Correspondence, WY Lin, F Wang, MM Cheng, SK Yeung, P Torr, MN Do, J Lu, IEEE TPAMI, 2016. [pdf] [project page] [C++ code] [official version] [bib]
  7. Intelligent Visual Media Processing: When Graphics Meets Vision, MM Cheng, Q Hou, SH Zhang, PL Rosin. JCST, 2017. [pdf] [Springer Nature SharedIt] [Official version] [bib]
  8. Salient Object Detection: A Discriminative Regional Feature Integration Approach, J Wang, H Jiang, Z Yuan, MM Cheng, X Hu, N Zheng, IJCV, 2016. [pdf] [Springer Nature SharedIt]  [Official version] [bib]
  9. Joint Salient Object Detection and Existence Prediction, H Jiang, MM Cheng, SJ Li, A Borji, J Wang, Front. Comput. Sci., 2017. [pdf] [bib] [Project Page] [Supplemental] [code]

2016

  1. STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation. Y Wei, X Liang, Y Chen, X Shen, MM Cheng, Y Zhao, S Yan, IEEE TPAMI, 2016. [pdf] [Project page] [bib] [Official version]
  2. HFS: Hierarchical Feature Selection for Efficient Image Segmentation. MM Cheng, Y Liu, Q Hou, J Bian, P Torr,  SM Hu, Z Tu. ECCV, 2016. [Project page][pdf][bib][C++] [Official Version]
  3. Struck: Structured output tracking with kernels. S Hare, A Saffari, S Golodetz, V Vineet, MM Cheng, SL Hicks, PHS Torr. IEEE TPAMI, 38(10), 2096-2109, 2016. [pdf] [bib] [official version].

2015

  1. Salient Object Detection: A Benchmark, A Borji, MM Cheng, H Jiang, J Li, IEEE TIP, 24(12), 5706-5722, 2015.  [pdf] [Project page] [Bib] [Official version] [代码]
  2. Object Proposal Estimation in Depth Images using Compact 3D Shape Manifolds, S Zheng, V Prisacariu, M Averkiou, MM 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. MM Cheng, VA Prisacariu, S Zheng, PHS Torr, C 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. J Valentin, V Vineet, MM Cheng, D Kim, J Shotton, P Kohli, M Nießner, A Criminisi, S Izadi, P Torr, ACM TOG, 34(5), 154:1-154:17, 2015. [pdf] [项目主页] [引用] [Official Version]
  5. Global Contrast based Salient Region Detection. MM Cheng, NJ Mitra, X Huang, PHS Torr, SM Hu. IEEE TPAMI, 37(3), 569-582, 2015. [项目主页] [引用] [official version]
  6. SaliencyRank: Two-stage manifold ranking for salient object detection. W Qi, MM Cheng, A Borji, H Lu, LF Bai, Computational Visual Media, 1(4), 309-320. [Official version]

2014

  1. Bilateral Functions for Global Motion Modeling, WY Lin, MM Cheng, J Lu, H Yang, M Do, P Torr, ECCV, 2014. [pdf] [引用] [项目主页]
  2. ImageSpirit: Verbal Guided Image Parsing, MM Cheng, S Zheng, WY Lin, V Vineet, P Sturgess, N Crook, N Mitra, P Torr, ACM TOG, 34(1), 3:1-3:11, 2014. [pdf] [项目主页] [引用] [附加材料] [Official version]
  3. BING: Binarized Normed Gradients for Objectness Estimation at 300fps, MM Cheng, Z Zhang, WY Lin, PHS Torr, IEEE CVPR, 2014. [pdf] [项目主页] [引用] (Oral, Accept rate: 5.75%)
  4. Dense Semantic Image Segmentation with Objects and Attributes, S Zheng, MM Cheng, J Warrell, P Sturgess, V Vineet, C Rother, P Torr. IEEE CVPR, 2014. [pdf] [项目主页] [引用]
  5. SalientShape: Group Saliency in Image Collections. MM Cheng, NJ Mitra, X Huang, SM Hu. The Visual Computer 30 (4), 443-453, 2014. [pdf] [项目主页] [引用] [latex] [官方版本]
  6. The Visual Object Tracking VOT2014 Challenge Results. M Kristan, et al., ECCV Workshops (2) 2014: 191-217 [pdf] [项目主页]

2013

  1. Efficient Salient Region Detection with Soft Image Abstraction. MM Cheng, J Warrell, WY Lin, S Zheng, V Vineet, N Crook. IEEE ICCV, 2013. [pdf] [项目主页] [引用] [latex] [官方版本]
  2. Robust Non-parametric Data Fitting for Correspondence Modeling, WY Lin, MM Cheng, S Zheng, J Lu, N Crook, IEEE ICCV, 2013. [项目主页] [pdf] [引用] [官方版本]
  3. Internet visual media processing: a survey with graphics and vision applications. SM Hu, T Chen, K Xu, MM Cheng, RR Martin. The Visual Computer 29 (5), 393-405, 2013. [pdf] [引用] [官方版本]
  4. PoseShop: Human Image Database Construction and Personalized Content Synthesis. T Chen, P Tan, LQ Ma, MM Cheng, A Shamir, SM Hu. IEEE TVCG, 19(5), 824-837, 2013. [pdf] [引用] [官方版本]

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] [引用] (北京市优秀博士论文)
  2. Interactive Images: Cuboid Proxies for Smart Image Manipulation. Y Zheng, X Chen, MM Cheng, K Zhou, SM Hu, NJ Mitra. ACM TOG (SIGGRAPH). 31, 4, 1-10, 2012. [pdf] [项目主页] [幻灯片] [代码] [引用] [官方版本]
  3. ImageAdmixture: Putting Together Dissimilar Objects from Groups. FL Zhang, MM Cheng, J Jia, SM Hu. IEEE TVCG, 18(11), 1849-1857, 2012. [pdf] [引用] [官方版本]

2011

  1. Global Contrast based Salient Region Detection. MM Cheng, GX Zhang, NJ Mitra, X Huang, SM Hu. IEEE CVPR, 2011, p. 409-416. [pdf] [项目主页] [引用] [官方版本] (2011年400多篇CVPR论文中引用数排名第2)
  2. Connectedness of Random Walk Segmentation. MM Cheng, GX Zhang. IEEE TPAMI, 2011. 33(1): p. 200 -202. [Pdf] [Matlab] [引用] [官方版本]

2010

  1. RepFinder: Finding Approximately Repeated Scene Elements for Image Editing. MM Cheng, FL Zhang, NJ Mitra, X Huang, SM Hu. ACM TOG (SIGGRAPH). 29, 4, 83:1-8, 2010. [pdf] [项目主页] [引用] [官方版本]

2009

  1. Sketch2Photo: Internet Image Montage. T Chen, MM Cheng, P Tan, A Shamir, SM Hu. ACM TOG, 28, 5, 124:1-10, 2009. [pdf] [项目主页] [Bib] [腾讯产品“神笔小Q”] [官方版本]
  2. A Shape-Preserving Approach to Image Resizing. GX Zhang, MM Cheng, SM Hu, RR Martin. Computer Graphics Forum 28, 7, 1897-1906, 2009. [Pdf] [幻灯片] [视频] [C++] [附加材料] [引用] [官方版本]

: IEEE TPAMI 是IEEE最具影响力的专业期刊。 ACM TOG 是被引用最多ACM期刊。 IEEE TPAMI, ACM TOG, 和 IEEE TVCG 均为CCF推荐A类期刊SIGGRAPH, CVPR, 和 ICCV 在CiteSeer 影响力排名中位于所有计算机领域期刊的前0.7%, 5%, 和5%,均为CCF推荐A类会议

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