Road scene labeling using SfM module and 3D bag of textons

2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009

Volumn , Issue , 2009, Pages 657-664

  Kang, Yousun ^a   Yamaguchi, Koichiro ^a   Naito, Takashi ^a   Ninomiya, Yoshiki ^a  

^a Rd Management Section   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

3D SCENES; 3D SPATIAL STRUCTURE; 3D STRUCTURE; APPEARANCE BASED; COLOR IMAGES; CONDITIONAL RANDOM FIELD; EGO MOTION; INTEGRATION FRAMEWORKS; MULTI-BAND IMAGES; NEAR INFRARED; RECTANGULAR REGIONS; SEMANTIC SEGMENTATION; STRUCTURE FROM MOTION; TEXTONS;

COMPUTER VISION; IMAGE SEGMENTATION; LABELING; ROADS AND STREETS;

THREE DIMENSIONAL;

EID: 77953226452     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCVW.2009.5457641     Document Type: Conference Paper

References (28)

1. Leibe, B., Cornells, N, Cornelis, K., Gool, V. L.: Dynamic 3D Scene Analysis from a Moving Vehicle. In CVPR, (2007) 1
2. Brostow, G., Shotton, J., Fauqueur, J., Cipolla, R.: Segmentation and Recognition using Structure from Motion Point Clouds. In ECCV, (2008) 2
3. Shotton, J., Johnson, M., Cipolla, R.: Semantic Texton Forests for Image Categorization and Segmentation. In CVPR, (2008) 2
4. Fei-Fei, L., Perona, P.: A bayesian hierarchical model for learning natural scene categories. In CVPR, (2005) 2 (Pubitemid 43897401)
5. Winn, J., Shotton, J.: The layout consistent random field for recognizing and segmenting partially occluded objects. In CVPR, (2006) 2
6. http://research. microsoft, com/vision/cambridge/recognition/ 2
7. Everingham, M., Zisserman, A., Williams, C, Gool, V. L.: The pascal visual object classes challenge results. Technical report, PASCAL Network, (2006) 2
8. Hartley, R. I., Zisserman, A.: Multiple View Geometry in Computer Vision (2nd Edition). Cambridge University Press, (2004) 2
9. Yamaguchi, K., Kato, T, Ninomiya, Y.: Vehicle Ego-Motion Estimation and Moving Object Detection using Monocular Camera. In ICPR, (2006) 2 (Pubitemid 46553495)
10. Yamaguchi, K., Watanabe, A., Naito, T, Ninomiya, Y: Road Region Estimation Using a Sequence of Monocular Images. In ICPR, (2008) 2
11. Harris, C, Stephens, M.: A combined corner and edge detector. Proc. of the Alvey Vision Conf, (1988) 2
12. Lucas, B. D., Kanade, T: An iterative image registration technique with an application to stereo vision. Int. Joint Conf. on Artificial Intell., (1981) 3
13. Fischler, M. A., Bolles, R. C: Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography. Communications of the ACM, Vol. 6, No. 24, pp. 381-395 (1981) 3
14. Faugeras, O., Lustman, F: Motion and structure from motion in a piecewise planar environment. Technical Report 856. INRIA, (1988) 3
15. Kang, Y, Kidono, K., Naito, T, Ninomiya, Y: Multiband image segmentation and object recognition using texture filter banks. In ICPR,(2008) 4
16. Winn, J., Criminisi, A., Minka, T.: Object Categorization by Learned Universal Visual Dictionary. In ICCV, (2005) 4 (Pubitemid 44042395)
17. Varma, M., Zisserman, A.: A Statistical Approach to Texture Classification from Single Images. International Journal of Computer Vision, Vol. 62, Issue 1-2, pp. 61-81 (2005) 4
18. Malik, J., Belongie, S., Leung, T, Shi, J.: Contour and texture analysis for image segmentation. International Journal of Computer Vision, Vol. 43, No. 1, pp. 7-27 (2001) 4 (Pubitemid 32720090)
19. Beis, J. S., Lowe, D. G: Shape indexing using approximate nearest-neighbour search in high dimensional spaces. In CVPR, (1997) 4
20. Shotton, J., Winn, J., Rother, C, Criminisi, A.: Texton-Boost: Joint Appearance, Shape and Context Modeling for Multi-Class Object Recognition and Segmentation. In ECCV, (2006) 4, 5 (Pubitemid 44029764)
21. http://jamie.shotton.org/work/code.html 4
22. He, X., Zemel, R. S.: Multiscale Conditional Random Fields for Image Labeling. In CVPR, (2004) 4
23. Varma, M., Zisserman, A.: A statistical approach to material classification using image patch exemplars. IEEE Trans, on Pattern Analysis and Machine Intelligence, (to appear) 5
24. Torralba, A., Murphy, K. P., Freeman, W. T: Sharing visual features for multiclass and multiview object detection. IEEE Trans, on Pattern Analysis and Machine Intelligence, Vol. 19, No. 5, pp. 854-869 (2007) 5 (Pubitemid 46534781)
25. Wojek, C, Schiele, B.: A Dynamic Conditional Random Field Model for Joint Labeling of Object and Scene Classes. In ECCV, (2008) 5
26. Kohli, P., Ladicky, L., Torr, P.: Robust Higher Order Potentials for Enforcing Label Consistency. In CVPR, (2008) 5
27. Kumar, S., Hebert, M.: A hierarchical field framework for unified context-based classification. In ICCV, (2005) 5 (Pubitemid 44042328)
28. Boykov, Y, Jolly, M. P.: Interactive Graph Cuts for optimal boundary and region segmentation of objects in N-D images. In ICCV, (2001) 6 (Pubitemid 32794944)