Scale coding bag-of-words for action recognition

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2014, Pages 1514-1519

  Khan, Fahad Shahbaz ^a   Van De Weijer, Joost ^b   Bagdanov, Andrew D ^b   Felsberg, Michael ^a  

^a LINKÖPING UNIVERSITY   (Sweden)

^b UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ENCODING (SYMBOLS); GRAPHIC METHODS; IMAGE CODING;

ACTION CLASSIFICATIONS; ACTION RECOGNITION; ACTION RECOGNITION IN STILL IMAGES; FEATURE DETECTION; MULTI-SCALE GRIDS; MULTI-SCALE INFORMATIONS; SAMPLING STRATEGIES; STATE-OF-THE-ART METHODS;

PATTERN RECOGNITION;

EID: 84919946713     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2014.269     Document Type: Conference Paper

References (22)

1. G. Sharma, F. Jurie, and C. Schmid, "Discriminative spatial saliency for image classification," in CVPR, 2012.
2. A. Prest, C. Schmid, and V. Ferrari, "Weakly supervised learning of interactions between humans and objects," PAMI, vol. 34, no. 3, pp. 601-614, 2012.
3. V. Delaitre, I. Laptev, and J. Sivic, "Recognizing human actions in still images: a study of bag-of-features and part-based representations," in BMVC, 2010.
4. B. Yao and F.-F. Li, "Recognizing human-object interactions in still images by modeling the mutual context of objects and human poses," PAMI, vol. 34, no. 9, pp. 1691-1703, 2012.
5. B. Yao, X. Jiang, A. Khosla, A. L. Lin, L. J. Guibas, and F.-F. Li, "Human action recognition by learning bases of action attributes and parts," in ICCV, 2011.
6. S. Maji, L. D. Bourdev, and J. Malik, "Action recognition from a distributed representation of pose and appearance," in CVPR, 2011.
7. F. S. Khan, R. M. Anwer, J. van de Weijer, A. Bagdanov, A. Lopez, and M. Felsberg, "Coloring action recognition in still images," IJCV, vol. 105, no. 3, pp. 205-221, 2013.
8. D. Rojas, F. S. Khan, J. van de Weijer, and T. Gevers, "The impact of color on bag-of-words based object recognition," in ICPR, 2010.
9. N. Elfiky, F. S. Khan, J. van de Weijer, and J. Gonzalez, "Discriminative compact pyramids for object and scene recognition," PR, vol. 45, no. 4, pp. 1627-1636, 2012.
10. F. S. Khan, J. van de Weijer, A. D. Bagdanov, and M. Vanrell, "Portmanteau vocabularies for multi-cue image representations," in NIPS, 2011.
11. D. G. Lowe, "Distinctive image features from scale-invariant points," IJCV, vol. 60, no. 2, pp. 91-110, 2004.
12. E. Nowak, F. Jurie, and B. Triggs, "Sampling strategies for bag-offeatures image classification," in ECCV, 2006.
13. A. Bosch, A. Zisserman, and X. Munoz, "Scene classification using a hybrid generative/discriminative approach," PAMI, vol. 30, no. 4, pp. 712-727, 2008.
14. F. S. Khan, J. van de Weijer, and M. Vanrell, "Modulating shape features by color attention for object recognition," IJCV, vol. 98, no. 1, pp. 49-64, 2012.
15. K. van de Sande, T. Gevers, and C. G. M. Snoek, "Evaluating color descriptors for object and scene recognition," PAMI, vol. 32, no. 9, pp. 1582-1596, 2010.
16. V. Delaitre, J. Sivic, and I. Laptev, "Learning person-object interactions for action recognition in still images," in NIPS, 2011.
17. G. Sharma, F. Jurie, and C. Schmid, "Expanded parts model for human attribute and action recognition in still images," in CVPR, 2013.
18. A. Vedaldi, V. Gulshan, M. Varma, and A. Zisserman, "Multiple kernels for object detection," in ICCV, 2009.
19. B. Yao, A. Khosla, and F.-F. Li, "Combining randomization and discrimination for fine-grained image categorization," in CVPR, 2011.
20. H. Harzallah, F. Jurie, and C. Schmid, "Combining efficient object localization and image classification," in ICCV, 2009.
21. J. Zhang, M. Marszalek, S. Lazebnik, and C. Schmid, "Local features and kernels for classification of texture and object catergories: A comprehensive study," IJCV, vol. 73, no. 2, pp. 213-218, 2007.
22. K. van de Sande, J. R. R. Uijlings, T. Gevers, and A. W. M. Smeulders, "Segmentation as selective search for object recognition," in ICCV, 2011