Shape index SIFT: Range image recognition using local features

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 352-355

  Bayramog̃lu, Neslihan ^a   Alatan, A Aydin ^a  

^a MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

Author keywords

Local description; Range image recognition; Scale invariance; Shape index

Indexed keywords

DIFFERENT SCALE; LOCAL DESCRIPTION; LOCAL FEATURE; LOCAL REGION; NOVEL METHODS; RANGE IMAGE RECOGNITION; RANGE IMAGES; SCALE INVARIANCE; SCALE INVARIANT FEATURE TRANSFORMS; SHAPE INDICES;

IMAGE RECOGNITION; SURFACE PROPERTIES;

FEATURE EXTRACTION;

EID: 78149482665     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.95     Document Type: Conference Paper

References (15)

1. J. W. H. Tangelder and R. C. Veltkamp, "A survey of content based 3D shape retrieval methods" Multimedia Tools and Applications, vol. 39, pp. 441-471, 2008.
2. B. Bustos, D. Keim, D. Saupe, T. Schreck, and D. Vranic, "Feature-based similarity search in 3D object databases," ACM Comput. Surv., vol. 37, 345-387, 2005. (Pubitemid 43892669)
3. P. Shilane and T. Funkhouser, "Distinctive regions of 3D surfaces," ACM Trans. Graph., vol. 26, p. 7, 2007.
4. S. Shalom, L. Shapira, A. Shamir, and D. Cohen-or, "Part Analogies in Sets of Objects," Eurographics Workshop on 3D Object Retrieval, 3DOR 2008, Crete, Greece, pp. 33-40.
5. A. E. Johnson and M. Hebert, "Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes," IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, pp. 433- 449, 1999.
6. F. Stein and G. Medioni, "Structural indexing: efficient 3-D object recognition," Patt. Anal. and Machine Intell. IEEE Transactions on, vol. 14, pp. 125-145, 1992.
7. C. Chin Seng and J. Ray, "Point Signatures: A New Representation for 3D Object Recognition," Int. J. Comput. Vision, vol. 25, pp. 63-85, 1997.
8. H. Günter, L. Bastian, L. Paul, and S. Bernt, "3D Object Recognition from Range Images using Local Feature Histograms," in Computer Vision and Pattern Recognition, IEEE Computer Society Conference on, 2001, pp. 394-394.
9. A. Frome, D. Huber, R. Kolluri, T. Blow, and J. Malik, "Recognizing Objects in Range Data Using Regional Point Descriptors," in in Proceedings of the European Conference on Computer Vision (ECCV, 2004, pp. 224-237
10. D. G. Lowe, "Distinctive Image Features from Scale- Invariant Keypoints," International Journal of Computer Vision, vol. 60, pp. 91-110, 2004.
11. A. Mian, "Representations and Matching Techniques for 3D Free-form Object and Face Recognition," PhD Thesis, The University of Western Australia, 2006.
12. H. Chen and B. Bhanu, "3D free-form object recognition in range images using local surface patches," Pattern Recognition Letters., vol. 28, pp. 1252-1262, 2007.
13. T.-W. R. Lo and J. P. Siebert, "Local feature extraction and matching on range images: 2.5D SIFT," Computer Vision and Image Understanding, vol. 113, pp. 1235-1250, 2009.
14. J. J. Koenderink, Solid shape: MIT Press, 1990.
15. T. Zaharia and F. J. Preteux, "3D-shape-based retrieval within the MPEG-7 framework," SPIE Conf. Nonlinear Img. Proc. and Patt. Ana.. CA, 2001, pp. 133-145.