Scene collaging: Analysis and synthesis of natural images with semantic layers

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2013, Pages 3048-3055

  Isola, Phillip ^a   Liu, Ce ^b  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SCIENCE; COMPUTERS; ELECTRICAL ENGINEERING;

ANALYSIS AND SYNTHESIS; ANALYSIS BY SYNTHESIS; COMPLEX SCENES; MULTIPLE SOURCE; NATURAL IMAGES; REFERENCE IMAGE; SEMANTIC LAYER; VISUAL ELEMENTS;

SEMANTICS;

EID: 84898828634     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2013.457     Document Type: Conference Paper

References (27)

1. T. Chen, M. M. Cheng, P. Tan, and A. Shamir. Sketch2Photo. SIGGRAPH Asia, 2009.
2. N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. CVPR, 2005.
3. A. P. Dempster, N. M. Laird, and D. B. Rubin. Maximum Likelihood from Incomplete Data via the EM Algorithm. Journal of the Royal Statistical Society. Series B (Methodological), 39(1):1-38, 1977.
4. D. Eigen and R. Fergus. Nonparametric Image Parsing using Adaptive Neighbor Sets. CVPR 2012, 2012.
5. M. Eitz, K. Hildebrand, T. Boubekeur, and M. Alexa. PhotoSketch: A Sketch Based Image Query and Compositing System. In SIGGRAPH, 2009.
6. C. Farabet, C. Couprie, L. Najman, and Y. LeCun. Scene Parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers. Arxiv preprint arXiv:1202.2160, 2012.
7. R. Guo and D. Hoiem. Beyond the Line of Sight: Labeling the Underlying Surfaces. ECCV, 2012.
8. A. Gupta, A. A. Efros, and M. Hebert. Blocks world revisited: image understanding using qualitative geometry and mechanics. In ECCV, 2010.
9. X. He, R. Zemel, and M. Carreira-Perpińan. Multiscale conditional random fields for image labeling. CVPR, 2004.
10. N. Jojic and B. Frey. Learning flexible sprites in video layers. CVPR, 2001.
11. S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. CVPR, 2:2169-2178, 2006.
12. J. Leskovec, A. Krause, C. Guestrin, C. Faloutsos, J. VanBriesen, and N. Glance. Cost-effective outbreak detection in networks. In ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007.
13. C. Liu, J. Yuen, and A. Torralba. Nonparametric Scene Parsing via Label Transfer. PAMI, 2011.
14. T. Malisiewicz and A. A. Efros. Recognition by association via learning per-exemplar distances. In CVPR, 2008.
15. B. C. Russell, A. Efros, J. Sivic, W. Freeman, and A. Zisserman. Segmenting Scenes by Matching Image Composites. NIPS, 2009.
16. B. C. Russell and A. Torralba. Building a database of 3D scenes from user annotations. In 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), pages 2711-2718. IEEE, 2009.
17. B. C. Russell, A. Torralba, and K. Murphy. LabelMe: a database and web-based tool for image annotation. IJCV, 2008.
18. J. Shotton, J. Winn, and C. Rother. Textonboost for image understanding: Multi-class object recognition and segmentation by jointly modeling texture, layout, and context. IJCV, 2009.
19. N. Silberman, D. Hoiem, P. Kohli, and R. Fergus. Indoor segmentation and support inference from RGBD images. ECCV, 2012.
20. P. S. Strauss and R. Carey. An object-oriented 3d graphics toolkit. SIGGRAPH Comput. Graph., 26(2):341-349, July 1992.
21. J. Tighe and S. Lazebnik. Finding things: Image parsing with regions and per-exemplar detectors. In CVPR, 2013.
22. J. Tighe and S. Lazebnik. Superparsing: scalable nonparametric image parsing with superpixels. IJCV, 2013.
23. J. Wang and E. Adelson. Representing moving images with layers. IEEE Transactions on Image Processing, 1994.
24. J. Xiao, J. Hays, K. A. Ehinger, A. Oliva, and A. Torralba. SUN database: Large-scale scene recognition from abbey to zoo. In CVPR, 2010.
25. J. Yuen, C. Zitnick, C. Liu, and A. Torralba. A Framework for Encoding Object-level Image Priors. Microsoft Research Technical Report, 2011.
26. Y. Zhao and S. Zhu. Image Parsing via Stochastic Scene Grammar. NIPS, 2011.
27. S. Zhu and D. Mumford. A stochastic grammar of images, volume 2. Now Publishers Inc., 2007.