Active Segmentation with Fixation

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2009, Pages 468-475

  Mishra, Ajay ^a   Aloimonos, Yiannis ^a   Fah, Cheong Loong ^b  

^a UNIVERSITY OF MARYLAND   (United States)

^b NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; STEREO IMAGE PROCESSING;

ARBITRARY SHAPE; BOUNDARY EDGES; COLOR INTENSITY; CONNECTED SETS; EDGE MAP; FIXATION POINT; HUMAN VISUAL SYSTEM; NOVEL ALGORITHM; SCENE IMAGE; SHAPE AND SIZE;

IMAGE SEGMENTATION;

EID: 85041500875     PISSN: 15505499     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2009.5459254     Document Type: Conference Paper

References (31)

1. J. Aloimonos, I. Weiss, and A. Bandyopadhyay. Active vision. IJCV, 1(4):333-356, January 1988.
2. Sharon Alpert, Meirav Galun, Ronen Basri, and Achi Brandt. Image segmentation by probabilistic bottom-up aggregation and cue integration. In CVPR, June 2007.
3. Pablo Arbelaez and Laurent Cohen. Constrained image segmentation from hierarchical boundaries. In CVPR, pages 454-467, 2008.
4. Shai Bagon, Oren Boiman, and Michal Irani. What is a good image segment? a unified approach to segment extraction. In ECCV, volume 5305, pages 30-44, 2008.
5. R. Bajcsy. Active perception. Proc. of the IEEE special issue on Computer Vision, 76(8):966-1005, August 1988.
6. D.H Ballard. Animate vision. Artificial Intelligence Journal, 48(8):57-86, August 1991.
7. A. Blake, C. Rother, M. Brown, P. Perez, and P. Torr. Interactive image segmentation using an adaptive gmmrf model. In ECCV, pages 428-441, 2004.
8. Yuri Boykov and Vladimir Kolmogorov. An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision. T-PAMI, 26:359-374, 2004.
9. Y.Y. Boykov and M.P. Jolly. Interactive graph cuts for optimal boundary and region segmentation of objects in n-d images. In ICCV, pages I: 105-112, 2001.
10. Y.Y. Boykov and V. Kolmogorov. An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision. TPAMI, 26(9):1124-1137, September 2004.
11. Neil D. B. Bruce and John K. Tsotsos. Saliency, attention, and visual search: An information theoretic approach. Journal of Vision, 9(3):1-24, 3 2009.
12. Moran Cerf, Jonathan Harel, Wolfgang Einhäuser, and Christof Koch. Predicting human gaze using low-level saliency combined with face detection. In NIPS. MIT Press, 2008.
13. Edward Craft, Hartmut Schütze, Ernst Niebur, and Rüdiger von der Heydt. A neural model of figure-ground organization. Journal of Neurophysiology, 6(97):4310-4326, 2007.
14. Konstantinos Daniilidis. Fixation simplifies 3d motion estimation. CVIU, 68(2):158-169, 1997.
15. Pedro F. Felzenszwalb and Daniel P. Huttenlocher. Efficient graphbased image segmentation. IJCV, 59(2):167-181, 2004.
16. Laurent Itti, Christof Koch, and Ernst Niebur. A model of saliency-based visual attention for rapid scene analysis. T-PAMI, 20(11):1254-1259, 1998.
17. V. Kolmogorov, A. Criminisi, A. Blake, G. Cross, and C. Rother. Bi-layer segmentation of binocular stereo video. In CVPR, pages II: 407-414, 2005.
18. David G. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60(2):91-110, 2004.
19. Atsuto Maki and Tomas Uhlin. Disparity selection in binocular pursuit. In In Proc. 4th IAPR Workshop on MVA, pages 182-185, 1994.
20. D. Martin, C. Fowlkes, and J. Malik. Learning to detect natural image boundaries using local brightness, color and texture cues. T-PAMI, 26(5):530-549, May 2004.
21. D. Martin, C. Fowlkes, D. Tal, and J. Malik. A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics. In ICCV, volume 2, pages 416-423, July 2001.
22. K. Mikolajczyk and C. Schmid. An affine invariant interest point detector. In ECCV. Springer-Verlag, 2002.
23. Kourosh Pahlavan, Tomas Uhlin, and Jan-Olof Eklundh. Dynamic fixation and active perception. IJCV, 17(2):113-135, 1996.
24. Carsten Rother, Vladimir Kolmogorov, and Andrew Blake. "grabcut": interactive foreground extraction using iterated graph cuts. ACM Trans. Graph., 23(3):309-314, 2004.
25. John T. Serences and Steven Yantis. Selective visual attention and perceptual coherence. Trends in Cognitive Sciences, 10(1):38-45, 2006.
26. Jianbo Shi and Jitendra Malik. Normalized cuts and image segmentation. T-PAMI, 22(8):888-905, 2000.
27. Ali Kemal Sinop and Leo Grady. A seeded image segmentation framework unifying graph cuts and random walker which yields a new algorithm. In ICCV, pages 1-8, 2007.
28. Z.W. Tu and S.C. Zhu. Mean shift: a robust approach toward feature space analysis. T-PAMI, 24(5):603-619, May 2002.
29. Olga Veksler. Star shape prior for graph-cut image segmentation. In ECCV (3), pages 454-467, 2008.
30. DirkWalther and Christof Koch. Modeling attention to salient protoobjects. Neural Networks, 19(4):1395-1407, April 2006.
31. Stella X. Yu and Jianbo Shi. Grouping with bias. In NIPS, 2001.