@inproceedings{fan2018SOC, title={Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground}, author={D. P. Fan and \textbf{M.M. Cheng} and J. J. Liu and S. H. Gao and A. Borji}, booktitle = {ECCV}, year={2018} } @conference{liu2018deep, title={{DEL}: Deep Embedding Learning for Efficient Image Segmentation}, author={Y. Liu and P. T. Jiang and V. Petrosyan and S. J. Li and J. Bian and L. Zhang and \textbf{M.M. Cheng}}, booktitle={\textbf{IJCAI}}, year={2018} } @conference{18IjcaiHiFiSkeleton, title={{Hi-Fi}: Hierarchical Feature Integration for Skeleton Detection}, author={K. Zhao and W. Shen and S. Gao and D. Li and \textbf{M.M. Cheng}}, booktitle={\textbf{IJCAI}}, year={2018} } @conference{18IJCAI-Emeasure, title={Enhanced-alignment Measure for Binary Foreground Map Evaluation}, author={D. P. Fan and C. Gong and Y. Cao and B. Ren and \textbf{M.M. Cheng} and A. Borji}, booktitle={\textbf{IJCAI}}, year={2018} } @inproceedings{wang2018revisiting, title={Revisiting Video Saliency: A Large-scale Benchmark and a New Model}, author={W. Wang and J. Shen and F. Guo and \textbf{M.M. Cheng} and A. Borji}, booktitle={\textbf{IEEE CVPR}}, year={2018}, } @inproceedings{shi2018crowd, title={Crowd Counting With Deep Negative Correlation Learning}, author={Shi, Zenglin and Zhang, Le and Liu, Yun and Cao, Xiaofeng and Ye, Yangdong and \textbf{M.M. Cheng} and Zheng, Guoyan}, booktitle={\textbf{IEEE CVPR}}, pages={5382--5390}, year={2018} } @inproceedings{Li18IcraVisualOdometry, title={Direct Line Guidance Odometry}, author={S. J. Li and B. Ren and Y. Liu and \textbf{M.M. Cheng} and D. Frost and V. A. Prisacariu}, booktitle={ICRA}, year={2018}, } @inproceedings{zhao2018flic, title={FLIC: Fast Linear Iterative Clustering with Active Search}, author={J. X. Zhao and B. Ren and Q. Hou and \textbf{M.M. Cheng}}, booktitle={\textbf{AAAI}}, year={2018} } @inproceedings{yang2018automatic, title={Automatic Model Selection in Subspace Clustering via Triplet Relationships}, author={J. Yang and J. Liang and K. Wang and Y.L. Yang and \textbf{M.M. Cheng}}, booktitle={\textbf{AAAI}}, year={2018} } @inproceedings{yang2018understanding, title={Understanding Image Impressiveness Inspired by Instantaneous Human Perceptual Cues}, author={J. Yang and Y. Sun and J. Liang and Y.L. Yang and \textbf{M.M. Cheng}}, booktitle={\textbf{AAAI}}, year={2018} } @ARTICLE{CodePAMI2017, author={W. Y. Lin and F. Wang and \textbf{M.M. Cheng} and S. K. Yeung and P. H. S. Torr and M. N. Do and J. Lu}, journal={\textbf{IEEE TPAMI}}, title={CODE: Coherence Based Decision Boundaries for Feature Correspondence}, year={2018}, volume={40}, number={1}, pages={34--47}, doi={10.1109/TPAMI.2017.2652468}, ISSN={0162-8828}, } @ARTICLE{SequentialOptimzationPami17, author={Z. Zhang and Y. Liu and X. Chen and Y. Zhu and \textbf{M.M. Cheng} and V. Saligrama and P. H. S. Torr}, journal={\textbf{IEEE TPAMI}}, title={Sequential Optimization for Efficient High-Quality Object Proposal Generation}, year={2018}, volume={40}, number={5}, pages={1209-1223}, doi={10.1109/TPAMI.2017.2707492}, } @inproceedings{FanStructMeasureICCV17, author={D.-P. Fan and \textbf{M.M. Cheng} and Y. Liu and T. Li and A. Borji}, title={{Structure-measure: A New Way to Evaluate Foreground Maps}}, booktitle={\textbf{IEEE ICCV (Sportlight)}}, year={2017}, } @inproceedings{bian2017gms, title={GMS: Grid-based Motion Statistics for Fast, Ultra-robust Feature Correspondence}, author={J Bian and W.Y. Lin and Y. Matsushita and S.K. Yeung and T. D. Nguyen and \textbf{M.M. Cheng}}, booktitle={\textbf{IEEE CVPR}}, year={2017} } @inproceedings{wei2017object, title={Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach}, author={Y. Wei, and J. Feng and X. Liang and \textbf{M.M. Cheng} and Y. Zhao and S. Yan}, booktitle={\textbf{IEEE CVPR (Oral)}}, year={2017} } @inproceedings{liu2017richer, title={Richer Convolutional Features for Edge Detection}, author={Y. Liu and \textbf{M.M. Cheng} and X. Hu and K. Wang and X. Bai}, booktitle={\textbf{IEEE CVPR}}, year={2017} } @article{lin2017code, title={{CODE}: Coherence based decision boundaries for feature correspondence}, author={W.Y. Lin and F. Wang and \textbf{M.M. Cheng} and S.K. Yeung and P. Torr and M. Do and J. Lu}, journal={\textbf{IEEE TPAMI}}, year={2017} } @article{cheng2017intelligent, title={Intelligent Visual Media Processing: When Graphics Meets Vision}, author={\textbf{M.M. Cheng} and Q. Hou and S.H. Zhang and P. L. Rosin}, journal={JCST}, year={2017} } @inproceedings{hou2017deeply, title={Deeply supervised salient object detection with short connections}, author={Q. Hou and \textbf{M.M. Cheng} and X.W. Hu and A. Borji and Z. Tu and P.H. Torr}, booktitle={\textbf{IEEE CVPR}}, year={2017} } @inproceedings{LiuNPAR17, author = {X.C. Liu and \textbf{M.M. Cheng} and Y.K. Lai and P.L. Rosin}, title = {Depth-aware Neural Style Transfer}, booktitle = {NPAR}, year = {2017}, pages = {4:1--4:10}, articleno = {4}, numpages = {10}, } @Article{WangDRFI2017, author="J. Wang and H. Jiang and Z. Yuan and \textbf{M.M. Cheng} and X. Hu and N. Zheng", title="Salient Object Detection: A Discriminative Regional Feature Integration Approach", journal="\textbf{IJCV}", year="2017", volume="123", number="2", pages="251--268", issn="1573-1405", doi="10.1007/s11263-016-0977-3" } @article{wei2017stc, title={STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation}, author={Y. Wei and X. Liang and Y. Chen and X. Shen and \textbf{M.M. Cheng} and Y. Zhao and S. Yan}, journal={\textbf{IEEE TPAMI}}, volume={39}, number={11}, pages={2314-2320}, year={2017} } @inproceedings{cheng2016hfs, title={HFS: Hierarchical Feature Selection for Efficient Image Segmentation}, author={\textbf{M.M. Cheng} and Y. Liu and Q. Hou and J. Bian and P. Torr and S.M. Hu and Z. Tu}, booktitle={ECCV}, pages={867--882}, year={2016}, } @ARTICLE{StruckPAMI, author={S. Hare and S. Golodetz and A. Saffari and V. Vineet and \textbf{M.M. Cheng} and S. Hicks and P. Torr}, journal={\textbf{IEEE TPAMI}}, title={Struck: Structured Output Tracking with Kernels}, year={2016}, volume={38}, number={10}, pages={2096--2109}, doi={10.1109/TPAMI.2015.2509974}, ISSN={0162-8828}, month={}, } @inproceedings{DepthProposal_GCPR2015, author = {S. Zheng and V. Prisacariu and M Averkiou and \textbf{M.M. Cheng} and N. Mitra and J. Shotton and P.H.S. Torr and C. Rother}, title = {Object proposal estimation in depth images using compact {3D} shape manifolds}, booktitle = {German Conference on Pattern Recognition}, year = {2015}, note = {\textbf{(oral)}} } @article{SalObjBenchmark, author = {A. Borji and \textbf{M.M. Cheng} and H. Jiang and J. Li}, title = {Salient Object Detection: A Benchmark}, journal = {\textbf{IEEE TIP}}, year={2015}, volume={24}, number={12}, pages={5706-5722}, note = "(\textbf{Joint first author \& corresponding author}.)", } @article{SemanticPaint, title={{SemanticPaint}: Interactive 3D Labeling and Learning at your Fingertips}, author={J. Valentin and V. Vineet and \textbf{M.M. Cheng} and D. Kim and S. Izadi and J. Shotton and P. Kohli and M. Niessner and A. Criminisi and P. Torr }, journal={\textbf{ACM TOG}}, year={2015}, note = "(\textbf{Joint first author \& corresponding author}.)", } @Article{cgf/Cheng15, title = "DenseCut: Densely Connected CRFs for Realtime GrabCut", author = "\textbf{M.M. Cheng} and V.A Prisacariu and S. Zheng and P.H. S. Torr and C. Rother", journal = "Computer Graphics Forum", volume = "34", number = "7", year = "2015", } @article{ChengPAMI, author = {\textbf{M.M. Cheng} and N.J. Mitra and X. Huang and P.H.S. Torr and S.M. Hu}, title = {Global Contrast based Salient Region Detection}, journal={\textbf{IEEE TPAMI}}, year={2014}, } @article{14ImgSpirit, title={{ImageSpirit: Verbal Guided Image Parsing}}, author = {\textbf{M.M. Cheng} and S. Zheng and W.Y. Lin and V. Vineet and P. Sturgess and N. Crook and N.J. Mitra and P.H.S. Torr}, journal={\textbf{ACM TOG}}, year={2014}, } @inproceedings{AttObj2014, title={Dense Semantic Image Segmentation with Objects and Attributes}, author={S. Zheng and \textbf{M.M. Cheng} and J. Warrell and P. Sturgess and V. Vineet and C. Rother and P.H.S. Torr}, booktitle={\textbf{IEEE CVPR}}, year={2014}, } @inproceedings{BingObj2014, title={{BING}: Binarized Normed Gradients for Objectness Estimation at 300fps}, author={\textbf{M.M. Cheng} and Z. Zhang and P.H.S. Torr}, booktitle={\textbf{IEEE CVPR (Oral, Accept rate = 5.57\%)}}, year={2014}, } @conference{13iccv_Cheng_Saliency, title={Efficient Salient Region Detection with Soft Image Abstraction}, author={\textbf{M.M. Cheng} and J. Warrell and W.Y. Lin and S. Zheng and V. Vineet and N. Crook}, booktitle={\textbf{IEEE ICCV}}, year={2013}, } @conference{13iccv_Fitting, title={Robust Non-parametric Data Fitting for Correspondence Modeling}, author={W.Y. Lin and \textbf{M.M. Cheng} and S. Zheng and J. Lu and N. Crook}, booktitle={\textbf{IEEE ICCV}}, year={2013}, } @article{ChengGroupSaliency14, title={{SalientShape}: Group Saliency in Image Collections}, author = {\textbf{M.M. Cheng} and N.J. Mitra and X. Huang and S.M. Hu}, journal={The Visual Computer}, year={2014}, } @Article{VisualMediaSurvey13, title = "Internet visual media processing: a survey with graphics and vision applications", author = "S.M. Hu and T. Chen and K. Xu and \textbf{M.M. Cheng} and R. R. Martin", journal = "The Visual Computer", pages = "1-13", year={2013}, } @Article{PoseShop12, title = "{PoseShop}: Human Image Database Construction and Personalized Content Synthesis", author = "T. Chen and P. Tan and L.Q. Ma and \textbf{M.M. Cheng} and A. Shamir and S.M. Hu", journal = "\textbf{IEEE TVCG}", year={2013}, } @PhDThesis{CMM12THU, author = {\textbf{M.M. Cheng}}, title = {Saliency and Similarity Detection for Image Scene Analysis}, school = {Tsinghua University}, year = 2012, address = {Beijing, China}, } @article{InterImgs12, AUTHOR = "Y. Zheng and X. Chen and \textbf{M.M. Cheng} and K. Zhou and S.M. Hu and N.J. Mitra", TITLE = "Interactive Images: Cuboid-based Scene Understanding for Smart Manipulation", JOURNAL = "\textbf{ACM TOG (SIGGRAPH)}", VOLUME = "31", NUMBER = "4", YEAR = "2012", } @Article{ImgAdmix12, title = "{ImageAdmixture}: Putting Together Dissimilar Objects from Groups", author = "F.L. Zhang and \textbf{M.M. Cheng} and J. Jia and S.M. Hu", journal = "\textbf{IEEE TVCG}", year={2012}, } @conference{Saliency11, title={Global Contrast based Salient Region Detection}, author={\textbf{M.M. Cheng} and G.X. Zhang and N.J. Mitra and X. Huang and S.M. Hu}, booktitle={\textbf{IEEE CVPR}}, year={2011}, pages={409--416}, } @ARTICLE{pami11/ChengZ, author={\textbf{M.M. Cheng} and G.X. Zhang}, journal={\textbf{IEEE TPAMI}}, title={Connectedness of Random Walk Segmentation}, year={2011}, volume={33}, } @Article{tog/ChengZMHH10, title = "{RepFinder}: Finding Approximately Repeated Scene Elements for Image Editing", author = "\textbf{M.M. Cheng} and F.L. Zhang and N.J. Mitra and X. Huang and S.M. Hu ", journal = "\textbf{ACM TOG (SIGGRAPH)}", volume = "29", number = "4", pages = "83:1--8", year = "2010", } @Article{tog/ChenCT09, title = "{Sketch2Photo}: Internet Image Montage", author = "T. Chen and \textbf{M.M. Cheng} and P. Tan and A. Shamir and S.M. Hu", journal = "\textbf{ACM TOG}", volume = "28", number = "5", pages = "124:1--10", year = "2009", } @Article{cgf/ZhangC09, title = "A Shape-Preserving Approach to Image Resizing", author = "G.X. Zhang and \textbf{M.M. Cheng} and S.M. Hu and R.R. Martin", journal = "Computer Graphics Forum", volume = "28", number = "7", pages = "1897--1906", year = "2009", }