On importance of interactions and context in human action recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6669 LNCS, Issue , 2011, Pages 58-66

  Shapovalova, Nataliya ^a   Gong, Wenjuan ^a   Pedersoli, Marco ^a   Roca, Francesc Xavier ^a   Gonzàlez, Jordi ^a  

^a UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

Author keywords

Action Recognition; Scene Understanding; Spatial Interaction Modeling

Indexed keywords

ACTION RECOGNITION; AUTOMATIC RECOGNITION; DATA SETS; DESCRIPTORS; HUMAN POSE; HUMAN-ACTION RECOGNITION; POSE INFORMATION; RECOGNITION PERFORMANCE; SCENE UNDERSTANDING; SPATIAL INTERACTION; SPATIAL RELATIONSHIPS; STATIC IMAGES; SPATIAL INTERACTION MODEL; STATE OF THE ART;

GESTURE RECOGNITION; IMAGE ANALYSIS; PATTERN RECOGNITION; CLASSIFICATION (OF INFORMATION);

MOTION ESTIMATION; PATTERN RECOGNITION;

EID: 79959982334     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21257-4_8     Document Type: Conference Paper

References (13)

1. Smeulders, A.W.M., Worring, M., Santini, S., Gupta, A., Jain, R.: Content-based image retrieval at the end of the early years. IEEE Transactions on Pattern Analysis and Machine Intelligence 22(10), 1349-1380 (2010)
2. Ikizler, N., Duygulu, P.I.: Histogram of oriented rectangles: A new pose descriptor for human action recognition. IVC 27(10), 1515-1526 (2009)
3. Marszałek, M., Laptev, I., Schmid, C.: Actions in Context. In: CVPR, Florida (2009)
4. Li, L.-J., Fei-Fei, L.: What, where and who? Classifying event by scene and object recognition. In: ICCV, Rio de Janeiro (2007)
5. Gupta, A., Kembhavi, A., Davis, L.S.: Observing Human-Object Interactions: Using Spatial and Functional Compatibility for Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence 31, 1775-1789 (2009)
6. Lazebnik, S., Schmid, C., Ponce, J.: Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories. In: CVPR, New York (2006)
7. Kjellström, H., Romero, J., Martínez, D., Kragić, D.: Simultaneous Visual Recognition of Manipulation Actions and Manipulated Objects. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part II. LNCS, vol. 5303, pp. 336-349. Springer, Heidelberg (2008)
8. Bangpeng, Y., Fei-Fei, l.: Modeling Mutual Context of Object and Human Pose in Human-Object Interaction Activities. In: CVPR, San Francisco (2010)
9. Desai, C., Ramanan, D., Fowlkes, C.: Discriminative models for multi-class object layout. In: ICCV, Kyoto (2009)
10. Pedersoli, M., Gonzàlez, J., Bagdanov, A.D., Villanueva, J.J.: Recursive Coarseto- Fine Localization for Fast Object Detection. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010. LNCS, vol. 6316, pp. 280-293. Springer, Heidelberg (2010)
11. Dalal, N., Triggs, B., Rhone-Alps, I., Montbonnot, F.: Histograms of oriented gradients for human detection. In: CVPR, San Diego (2005)
12. Bosch, A., Zisserman, A., Munoz, X.: Representing shape with a spatial pyramid kernel. In: ACM ICIVR, Amsterdam (2007)
13. Everingham, M., Van Gool, L., Williams, C.K.I., Winn, J., Zisserman, A.: The PASCAL Visual Object Classes Challenge 2010 (VOC 2010) Results (2010), http://www.pascal-network.org/challenges/VOC/voc2010/workshop/index.html