Recognizing actions across cameras by exploring the correlated subspace

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

Volumn 7583 LNCS, Issue PART 1, 2012, Pages 342-351

  Huang, Chun Hao ^a   Yeh, Yi Ren ^a   Wang, Yu Chiang Frank ^a  

^a RESEARCH CENTER FOR INFORMATION TECHNOLOGY INNOVATION   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; INFORMATION RETRIEVAL;

ACTION RECOGNITION; ANALYSIS-BASED APPROACHES; BAG-OF-WORDS MODELS; CANONICAL CORRELATIONS ANALYSIS; DOMAIN TRANSFERS; LEARNING APPROACH; REGULARIZER; SPATIO-TEMPORAL; TRANSFER LEARNING; VISUAL WORD;

CAMERAS;

EID: 84867715714     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33863-2_34     Document Type: Conference Paper

References (16)

1. Holte, M., Tran, C., Trivedi, M., Moeslund, T.: Human action recognition using multiple views: a comparative perspective on recent developments. In: ACM MM Joint Workshop on HGBU (2011)
2. Rao, C., Yilmaz, A., Shah, M.: View-invariant representation and recognition of actions. IJCV 50, 203-226 (2002)
3. Weinland, D., Ronfard, R., Boyer, E.: Free viewpoint action recognition using motion history volumes. CVIU 104, 249-257 (2006)
4. Pan, S.J., Yang, Q.: A survey on transfer learning. IEEE TKDE 22, 1345-1359 (2010)
5. Farhadi, A., Tabrizi, M.K.: Learning to Recognize Activities from the Wrong View Point. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part I. LNCS, vol. 5302, pp. 154-166. Springer, Heidelberg (2008)
6. Liu, J., Shah, M., Kuipers, B., Savarese, S.: Cross-view action recognition via view knowledge transfer. In: CVPR (2011)
7. Hotelling, H.: Relations between two sets of variates. Biometrika 28, 321-377 (1936)
8. Poppe, R.: A survey on vision-based human action recognition. IVC 28, 976-990 (2010)
9. Tran, C., Trivedi, M.: Human body modelling and tracking using volumetric representation: Selected recent studies and possibilities for extensions. In: ICDSC (2008)
10. Blank, M., Gorelick, L., Shechtman, E., Irani, M., Basri, R.: Actions as space-time shapes. In: ICCV (2005)
11. Dollár, P., Rabaud, V., Cottrell, G., Belongie, S.: Behavior recognition via sparse spatio-temporal features. In: ICCV Joint Workshop on VS-PETS (2005)
12. Laptev, I.: On space-time interest points. IJCV 64, 107-123 (2005)
13. ul Haq, A., Gondal, I., Murshed, M.: On dynamic scene geometry for view-invariant action matching. In: CVPR (2011)
14. Li, R., Zickler, T.: Discriminative virtual views for cross-view action recognition. In: CVPR (2012)
15. Blitzer, J., Foster, D., Kakade, S.: Domain adaptation with coupled subspaces. In: AISTATS (2011)
16. Hardoon, D.R., Szedmak, S., Shawe-Taylor, J.: Canonical correlation analysis: An overview with application to learning methods. Neural Computation 16, 2639-2664 (2004)