Scene categorization using bag of textons on spatial hierarchy

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2008, Pages 2536-2539

  Battiato, S ^a   Farinella, G M ^a   Gallo, G ^a   Ravi, D ^a  

^a UNIVERSITY OF CATANIA   (Italy)

Author keywords

Bag of visual words; Scene categorization; Spatial representation; Textons

Indexed keywords

BAG OF VISUAL WORDS; EXPERIMENTAL TEST; INPUT IMAGE; SCENE CATEGORIZATION; SIMILARITY MEASURE; SPATIAL HIERARCHY; SPATIAL REPRESENTATION; STATE-OF-THE-ART METHODS; SUB-REGIONS; TEXTONS; VISUAL WORD;

IMAGE PROCESSING;

IMAGING SYSTEMS;

EID: 69949163281     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2008.4712310     Document Type: Conference Paper

References (8)

1. J. Vogel and B. Schiele, "Semantic modeling of natural scenes for content-based image retrieval," Int. Journal of Computer Vision, vol. 72, no. 2, pp. 133-157, April 2007.
2. S. Battiato, G. M. Farinella, G. Giuffrida, C. Sismeiro, and G. Tribulato, "Combining visual and text features for learning in multimedia direct marketing domain," in VISAPP 2008, Int. Conf. on Comp. Vision Theory and Applications, 2008.
3. Li Fei-Fei and Pietro Perona, "A hierarchical bayesian model for learning natural scene categories," in IEEE Int. Conf. of Computer Vision and Pattern Recognition, San Diego, CA, USA, June 2005.
4. A. Oliva and A. Torralba, "Modeling the shape of the scene: a holistic representation of the spatial envelope," Int. Journal of Computer Vision, vol. 42, pp. 145-175, 2001.
5. S. Lazebnik, C. Schmid, and J. Ponce, "Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories," in IEEE Conf. on Computer Vision and Pattern Recognition, 2006, vol. II, pp. 2169-2178.
6. J. Sivic and A. Zisserman, "Video Google: A text retrieval approach to object matching in videos," in IEEE Int. Conf. on Computer Vision, Oct. 2003, vol. 2, pp. 1470-1477.
7. B. Julesz, "Textons, the elements of texture perception, and their interactions," Nature, vol. 290, pp. 91-97, 1981.
8. Dorin Comaniciu, Visvanathan Ramesh, and Peter Meer, "Kernel-based object tracking," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 5, pp. 564-575, 2003.