메뉴 건너뛰기




Volumn 90, Issue 2, 2010, Pages 150-165

Probabilistic multi-task learning for visual saliency estimation in video

Author keywords

Multi task learning; Probabilistic framework; Visual saliency; Visual search tasks

Indexed keywords

DATA SETS; FUSION STRATEGIES; HUMAN VISION SYSTEMS; INPUT FEATURES; LEVEL PROCESS; MAPPING FUNCTIONS; MULTI-SCALE WAVELET DECOMPOSITION; MULTITASK LEARNING; PROBABILISTIC FRAMEWORK; STATE-OF-THE-ART APPROACH; TASK-RELATED FACTORS; VISUAL SALIENCY; VISUAL SEARCH;

EID: 79955112208     PISSN: 09205691     EISSN: 15731405     Source Type: Journal    
DOI: 10.1007/s11263-010-0354-6     Document Type: Article
Times cited : (125)

References (39)
  • 4
    • 0036995763 scopus 로고    scopus 로고
    • A novel cross-diamond search algorithm for fast block motion estimation
    • 10.1109/TCSVT.2002.806815
    • C. H. Cheung L. M. Po 2002 A novel cross-diamond search algorithm for fast block motion estimation IEEE Transactions on Circuits and Systems for Video Technology 12 12 1168 1177 10.1109/TCSVT.2002.806815
    • (2002) IEEE Transactions on Circuits and Systems for Video Technology , vol.12 , Issue.12 , pp. 1168-1177
    • Cheung, C.H.1    Po, L.M.2
  • 5
    • 84882482478 scopus 로고    scopus 로고
    • Contextual guidance of visual attention
    • Chun, M. M. (2005). Contextual guidance of visual attention. In Neurobiology of attention (pp. 246-250).
    • (2005) Neurobiology of Attention , pp. 246-250
    • Chun M., .M.1
  • 7
    • 77956521332 scopus 로고    scopus 로고
    • The top in top-down attention
    • Frith, C. (2005). The top in top-down attention. In Neurobiology of attention (pp. 105-108).
    • (2005) Neurobiology of Attention , pp. 105-108
    • Frith, C.1
  • 10
    • 0142216243 scopus 로고    scopus 로고
    • Human gaze control during real-world scene perception
    • DOI 10.1016/j.tics.2003.09.006
    • J. M. Henderson 2003 Human gaze control during real-world scene perception Trends in Cognitive Sciences 7 11 498 504 10.1016/j.tics.2003.09.006 (Pubitemid 37324734)
    • (2003) Trends in Cognitive Sciences , vol.7 , Issue.11 , pp. 498-504
    • Henderson, J.M.1
  • 13
    • 84883117655 scopus 로고    scopus 로고
    • Robust subspace analysis for detecting visual attention regions in images
    • Hu, Y., Rajan, D., & Chia, L. T. (2005b). Robust subspace analysis for detecting visual attention regions in images. In ACM international conference on multimedia (pp. 716-724).
    • (2005) ACM International Conference on Multimedia , pp. 716-724
    • Hu, Y.1    Rajan, D.2    Chia, L.T.3
  • 17
    • 0035286497 scopus 로고    scopus 로고
    • Computational modelling of visual attention
    • DOI 10.1038/35058500
    • L. Itti C. Koch 2001 Computational modeling of visual attention Nature Review Neuroscience 2 3 194 203 10.1038/35058500 (Pubitemid 33673372)
    • (2001) Nature Reviews Neuroscience , vol.2 , Issue.3 , pp. 194-203
    • Itti, L.1    Koch, C.2
  • 18
    • 0035056743 scopus 로고    scopus 로고
    • Feature combination strategies for saliency-based visual attention systems
    • DOI 10.1117/1.1333677
    • L. Itti C. Koch 2001 Feature combination strategies for saliency-based visual attention systems Journal of Electronic Imaging 10 1 161 169 10.1117/1.1333677 (Pubitemid 32279366)
    • (2001) Journal of Electronic Imaging , vol.10 , Issue.1 , pp. 161-169
    • Itti, L.1    Koch, C.2
  • 23
    • 38149078908 scopus 로고    scopus 로고
    • How to find interesting locations in video: A spatiotemporal interest point detector learned from human eye movements
    • Kienzle, W., Scholkopf, B., Wichmann, F. A., & Franz, M. O. (2007b). How to find interesting locations in video: a spatiotemporal interest point detector learned from human eye movements. In 29th DAGM symposium (pp. 405-414).
    • (2007) 29th DAGM Symposium , pp. 405-414
    • Kienzle, W.1    Scholkopf, B.2    Wichmann, F.A.3    Franz, M.O.4
  • 25
    • 37849027291 scopus 로고    scopus 로고
    • Region-based visual attention analysis with its application in image browsing on small displays
    • Liu, H., Jiang, S., Huang, Q., Xu, C., & Gao, W. (2007a). Region-based visual attention analysis with its application in image browsing on small displays. In ACM international conference on multimedia (pp. 305-308).
    • (2007) ACM International Conference on Multimedia , pp. 305-308
    • Liu, H.1    Jiang, S.2    Huang, Q.3    Xu, C.4    Gao, W.5
  • 28
    • 26844540415 scopus 로고    scopus 로고
    • A generic framework of user attention model and its application in video summarization
    • DOI 10.1109/TMM.2005.854410
    • Y. F. Ma X. S. Hua L. Lu H. J. Zhang 2005 A generic framework of user attention model and its application in video summarization IEEE Transactions on Multimedia 7 5 907 919 10.1109/TMM.2005.854410 (Pubitemid 41452519)
    • (2005) IEEE Transactions on Multimedia , vol.7 , Issue.5 , pp. 907-919
    • Ma, Y.-F.1    Hua, X.-S.2    Lu, L.3    Zhang, H.-J.4
  • 31
    • 33846786973 scopus 로고    scopus 로고
    • Search Goal Tunes Visual Features Optimally
    • DOI 10.1016/j.neuron.2007.01.018, PII S0896627307000384
    • V. Navalpakkam L. Itti 2007 Search goal tunes visual features optimally Neuron 53 605 617 10.1016/j.neuron.2007.01.018 (Pubitemid 46216750)
    • (2007) Neuron , vol.53 , Issue.4 , pp. 605-617
    • Navalpakkam, V.1    Itti, L.2
  • 32
    • 34948863856 scopus 로고    scopus 로고
    • Beyond bottom-up: Incorporating task-dependent influences into a computational model of spatial attention
    • Peters, R. J., & Itti, L. (2007a). Beyond bottom-up: incorporating task-dependent influences into a computational model of spatial attention. In IEEE conference on computer vision and pattern recognition.
    • (2007) IEEE Conference on Computer Vision and Pattern Recognition
    • Peters, R.J.1    Itti, L.2
  • 33
    • 85162011217 scopus 로고    scopus 로고
    • Congruence between model and human attention reveals unique signatures of critical visual events
    • Peters, R. J., & Itti, L. (2007b). Congruence between model and human attention reveals unique signatures of critical visual events. In Advances in neural information processing systems (pp. 1145-1152).
    • (2007) Advances in Neural Information Processing Systems , pp. 1145-1152
    • Peters, R.J.1    Itti, L.2
  • 34
    • 0018878142 scopus 로고
    • A feature-integration theory of attention
    • 10.1016/0010-0285(80)90005-5
    • A. M. Treisman G. Gelade 1980 A feature-integration theory of attention Cognitive Psychology 12 1 97 136 10.1016/0010-0285(80)90005-5
    • (1980) Cognitive Psychology , vol.12 , Issue.1 , pp. 97-136
    • Treisman, A.M.1    Gelade, G.2
  • 35
    • 33750684017 scopus 로고    scopus 로고
    • Modeling attention to salient proto-objects
    • DOI 10.1016/j.neunet.2006.10.001, PII S0893608006002152
    • D. Walther C. Koch 2006 Modeling attention to salient proto-objects Neural Networks 19 9 1395 1407 1112.92017 10.1016/j.neunet.2006.10.001 (Pubitemid 44708603)
    • (2006) Neural Networks , vol.19 , Issue.9 , pp. 1395-1407
    • Walther, D.1    Koch, C.2
  • 36
    • 0034679969 scopus 로고    scopus 로고
    • Attention is fast but volition is slow
    • 10.1038/35021132
    • J. M. Wolfe G. A. Alvarez T. S. Horowitz 2000 Attention is fast but volition is slow Nature 406 691 10.1038/35021132
    • (2000) Nature , vol.406 , pp. 691
    • Wolfe, J.M.1    Alvarez, G.A.2    Horowitz, T.S.3
  • 37
    • 0000937904 scopus 로고    scopus 로고
    • Visual search
    • Wolfe, J. M. (1998). Visual search. In Attention (pp. 13-73).
    • (1998) Attention , pp. 13-73
    • Wolfe, J.M.1
  • 38
    • 34547831050 scopus 로고    scopus 로고
    • Guidance of visual search by preattentive information
    • Wolfe, J. M. (2005). Guidance of visual search by preattentive information. In Neurobiology of attention (pp. 101-104).
    • (2005) Neurobiology of Attention , pp. 101-104
    • Wolfe, J.M.1
  • 39
    • 34547210110 scopus 로고    scopus 로고
    • Visual attention detection in video sequences using spatiotemporal cues
    • Zhai, Y., & Shah, M. (2006). Visual attention detection in video sequences using spatiotemporal cues. In ACM international conference on multimedia (pp. 815-824).
    • (2006) ACM International Conference on Multimedia , pp. 815-824
    • Zhai, Y.1    Shah, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.