Discriminative learning of contour fragments for object detection

BMVC 2011 - Proceedings of the British Machine Vision Conference 2011

Volumn , Issue , 2011, Pages

  Kontschieder, Peter ^a   Riemenschneider, Hayko ^a   Donoser, Michael ^a   Bischof, Horst ^a  

^a GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION;

DISCRIMINATIVE LEARNING; LEARNING PHASE; LEARNING TECHNIQUES; OBJECT DETECTION; OBJECT DETECTION SYSTEMS; OBJECT LOCATION; SHAPE FRAGMENTS; SPATIAL LOCATION;

OBJECT RECOGNITION;

EID: 84898469069     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5244/C.25.4     Document Type: Conference Paper

References (33)

1. Y. Amit and D. Geman. Shape quantization and recognition with randomized trees. Neural Computation, 9, 1996.
2. X. Bai, Q. Li, L. J. Latecki, W. Liu, and Z. Tu. Shape band: A deformable object detection approach. In (CVPR), 2009.
3. D. H. Ballard. Generalizing the hough transform to detect arbitrary shapes. Pattern Recognition, 13(2), 1981.
4. S. Belongie, J. Malik, and J. Puzicha. Shape matching and object recognition using shape contexts. (PAMI), 2002.
5. I. Biederman and G Ju. Surface vs. edge-based determinants of visual recognition. Cognitive Psychology, 20:38-64, 1988.
6. L. Breiman. Random forests. In Machine Learning, pages 5-32, 2001.
7. L.B. Chen, R.S. Feris, and M. Turk. Efficient partial shape matching using smith-waterman algorithm. In Proc. ofNORDIA workshop at CVPR, 2008.
8. M. Donoser, H. Riemenschneider, and H. Bischof. Efficient partial shape matching of outer contours. In (ACCV), 2009.
9. P. Felzenszwalb, R. Girshick, D. McAllester, and D. Ramanan. Object detection with discriminatively trained part based models. (PAMI), 2010.
10. R. Fergus, P. Perona, and A. Zisserman. Object class recognition by unsupervised scale-invariant learning. In (CVPR), 2003.
11. V. Ferrari, T. Tuytelaars, and L. Van Gool. Object detection by contour segment networks. In (ECCV), 2006.
12. V. Ferrari, F Jurie, and C. Schmid. Accurate object detections with deformable shape models learnt from images. In (CVPR), 2007.
13. V. Ferrari, L. Fevrier, F. Jurie, and C. Schmid. Groups of adjacent contour segments for object detection. (PAMI), 2008.
14. V. Ferrari, F. Jurie, and C. Schmid. From images to shape models for object detection. (IJCV), 2009.
15. J. Gall and V. Lempitsky. Class-specific hough forests for object detection. In (CVPR), 2009.
16. K. Grauman and T. Darrell. The pyramid match kernel: Discriminative classification with sets of image features. In (ICCV), 2005.
17. F. Jurie and C. Schmid. Scale-invariant shape features for recognition of object categories. In (CVPR), 2004.
18. M. Leordeanu, M. Hebert, and R. Sukthankar. Beyond local appearance: Category recognition from pairwise interactions of simple features. In (CVPR), 2007.
19. F. Li, J. Carreira, and C. Sminchisescu. Object recognition as ranking holistic figure-ground hypotheses. In (CVPR), 2010.
20. C. Lu, L. J. Latecki, N. Adluru, X. Yang, and H. Ling. Shape guided contour grouping with particle filters. In (ICCV), 2009.
21. S. Maji and J. Malik. Object detection using a max-margin hough transform. In (CVPR), 2009.
22. D. R. Martin, Ch. C. Fowlkes, and J. Malik. Learning to detect natural image boundaries using local brightness, color, and texture cues. (PAMI), 2004.
23. B. Ommer and J. Malik. Multi-scale object detection by clustering lines. In (ICCV), 2009.
24. A. Opelt, A. Pinz, and A. Zisserman. A boundary-fragment-model for object detection. In (ECCV), 2006.
25. N. Payet and S. Todorovic. From a set of shapes to object discovery. In (ECCV), 2010.
26. S. Ravishankar, A. Jain, and A. Mittal. Multi-stage contour based detection of de-formable objects. In (ECCV), 2008.
27. H. Riemenschneider, M. Donoser, and H. Bischof. Using partial edge contour matches for efficient object category localization. In (ECCV), 2010.
28. J. Shotton, A. Blake, and R. Cipolla. Contour-based learning for object detection. In (ICCV), 2005.
29. P. Srinivasan, Q. Zhu, and J. Shi. Many-to-one contour matching for describing and discriminating object shape. In (CVPR), 2010.
30. A. Toshev, B. Taskar, and K. Daniilidis. Object detection via boundary structure segmentation. In (CVPR), 2010.
31. C. Xu, J. Liu, and X. Tang. 2D shape matching by contour flexibility. (PAMI), 2009.
32. P. Yarlagadda, A. Monroy, and B. Ommer. Voting by grouping dependent parts. In (ECCV), 2010.
33. Q. Zhu, L. Wang, Y. Wu, and J. Shi. Contour context selection for object detection: A set-to-set contour matching approach. In (ECCV), 2008.