메뉴 건너뛰기




Volumn 3, Issue 1, 2011, Pages 146-166

Biased Competition in Visual Processing Hierarchies: A Learning Approach Using Multiple Cues

Author keywords

Object detection; Statistical Learning; Visual attention

Indexed keywords

AUTONOMOUS LEARNING; BI-DIRECTIONAL; BIASED COMPETITION; DATA FLOW; DATA SETS; FEATURE-BASED; IMAGE REGIONS; LEARNING APPROACH; MODULATION SIGNALS; MULTIMODAL MODELS; OBJECT DETECTION; OBJECT DETECTION ALGORITHMS; OBJECT IDENTITY; PROCESSING RESOURCES; SELECTION MECHANISM; SELECTION PROCESS; STATISTICAL LEARNING; SYSTEM LEVELS; TASK-DRIVEN; TOPDOWN; TRAFFIC VIDEOS; VIDEO IMAGE; VISUAL ATTENTION; VISUAL-PROCESSING;

EID: 79952817050     PISSN: 18669956     EISSN: 18669964     Source Type: Journal    
DOI: 10.1007/s12559-010-9092-x     Document Type: Article
Times cited : (10)

References (41)
  • 2
    • 0348226496 scopus 로고    scopus 로고
    • A neurodynamical cortical model of visual attention and invariant object recognition
    • Deco G, Rolls ET. A neurodynamical cortical model of visual attention and invariant object recognition. Vis Res. 2004; 44(6): 621-42.
    • (2004) Vis Res , vol.44 , Issue.6 , pp. 621-642
    • Deco, G.1    Rolls, E.T.2
  • 4
    • 0028951934 scopus 로고
    • Neural mechanisms of selective visual attention
    • Desimone R, Duncan J. Neural mechanisms of selective visual attention. Annu Rev Neurosci. 1995; 18: 193-22.
    • (1995) Annu Rev Neurosci , vol.18 , pp. 193-222
    • Desimone, R.1    Duncan, J.2
  • 9
    • 0346219339 scopus 로고    scopus 로고
    • A dynamic model of how feature cues guide spatial attention
    • Hamker FH. A dynamic model of how feature cues guide spatial attention. Vis Res. 2004; 44(5): 501-21.
    • (2004) Vis Res , vol.44 , Issue.5 , pp. 501-521
    • Hamker, F.H.1
  • 10
    • 33749056140 scopus 로고    scopus 로고
    • Modeling feature-based attention as an active top-down inference process
    • Hamker FH. Modeling feature-based attention as an active top-down inference process. Biosystems. 2006; 86(1-3): 91-9.
    • (2006) Biosystems , vol.86 , Issue.1-3 , pp. 91-99
    • Hamker, F.H.1
  • 11
    • 23944522600 scopus 로고    scopus 로고
    • Time course of attention reveals different mechanisms for spatial and feature-based attention in area V4
    • Hayden BY, Gallant JL. Time course of attention reveals different mechanisms for spatial and feature-based attention in area V4. Neuron 2005; 47: 637-43.
    • (2005) Neuron , vol.47 , pp. 637-643
    • Hayden, B.Y.1    Gallant, J.L.2
  • 12
    • 0037028040 scopus 로고    scopus 로고
    • View from the top: hierarchies and reverse hierarchies in the visual system
    • Hochstein S, Ahissar M. View from the top: hierarchies and reverse hierarchies in the visual system. Neuron. 2002; 36(5): 791-04.
    • (2002) Neuron , vol.36 , Issue.5 , pp. 791-804
    • Hochstein, S.1    Ahissar, M.2
  • 13
  • 15
    • 0035454070 scopus 로고    scopus 로고
    • Visual attention and target detection in cluttered natural scenes
    • Itti L, Gold C, Koch K. Visual attention and target detection in cluttered natural scenes. Opt Eng. 2001; 40(9): 1784-93.
    • (2001) Opt Eng , vol.40 , Issue.9 , pp. 1784-1793
    • Itti, L.1    Gold, C.2    Koch, K.3
  • 16
    • 0035286497 scopus 로고    scopus 로고
    • Computational modelling of visual attention
    • Itti L, Koch C. Computational modelling of visual attention. Nat Rev Neurosci. 2001; 2(3): 194-203.
    • (2001) Nat Rev Neurosci , vol.2 , Issue.3 , pp. 194-203
    • Itti, L.1    Koch, C.2
  • 17
    • 0038823608 scopus 로고    scopus 로고
    • Feedback to V1: A reverse hierarchy in vision
    • Juan C-H, Walsh V. Feedback to V1: a reverse hierarchy in vision. Exp Brain Res. 2003; 150: 259-63.
    • (2003) Exp Brain Res , vol.150 , pp. 259-263
    • Juan, C.-H.1    Walsh, V.2
  • 18
    • 0034039283 scopus 로고    scopus 로고
    • Mechanisms of visual attention in the human cortex
    • Kastner S, Ungerleider LG. Mechanisms of visual attention in the human cortex. Annu Rev Neurosci. 2000; 23: 315-41.
    • (2000) Annu Rev Neurosci , vol.23 , pp. 315-341
    • Kastner, S.1    Ungerleider, L.G.2
  • 19
    • 8444239052 scopus 로고    scopus 로고
    • The bayesian brain: The role of uncertainty in neural coding and computation
    • Knill DC, Pouget A. The bayesian brain: the role of uncertainty in neural coding and computation. Trends Neurosci. 2004; 27(12).
    • (2004) Trends Neurosci , vol.27 , Issue.12
    • Knill, D.C.1    Pouget, A.2
  • 21
    • 0344982834 scopus 로고    scopus 로고
    • Unsupervised improvement of visual detectors using co-training
    • Levin A, Viola P, Freund Y. Unsupervised improvement of visual detectors using co-training. In: Proceedings of the ICCV 2003. p. 626-33.
    • (2003) Proceedings of the ICCV , pp. 626-633
    • Levin, A.1    Viola, P.2    Freund, Y.3
  • 22
    • 0034114824 scopus 로고    scopus 로고
    • Attention to both space and feature modulates neuronal responses in macaque area V4
    • McAdams CJ, Maunsell JHR. Attention to both space and feature modulates neuronal responses in macaque area V4. J Neurophysiol. 2000; 83: 1751-5.
    • (2000) J Neurophysiol , vol.83 , pp. 1751-1755
    • McAdams, C.J.1    Maunsell, J.H.R.2
  • 23
    • 77950932935 scopus 로고    scopus 로고
    • A biologically-inspired vision architecture for resource-constrained intelligent vehicles
    • Michalke T, Fritsch J, Goerick C. A biologically-inspired vision architecture for resource-constrained intelligent vehicles. Comput Vis Image Understanding. 2010; 114(5): 548-63.
    • (2010) Comput Vis Image Understanding , vol.114 , Issue.5 , pp. 548-563
    • Michalke, T.1    Fritsch, J.2    Goerick, C.3
  • 25
    • 9644289372 scopus 로고    scopus 로고
    • Modeling the influence of task on attention
    • Navalpakkam V, Itti L. Modeling the influence of task on attention. Vis Res. 2005; 45(2): 205-31.
    • (2005) Vis Res , vol.45 , Issue.2 , pp. 205-231
    • Navalpakkam, V.1    Itti, L.2
  • 26
    • 0041355614 scopus 로고    scopus 로고
    • Inference and computation with population codes
    • Pouget A, Dayan P, Zemel RS. Inference and computation with population codes. Annu Rev Neurosci. 2003; 26: 381-10.
    • (2003) Annu Rev Neurosci , vol.26 , pp. 381-410
    • Pouget, A.1    Dayan, P.2    Zemel, R.S.3
  • 28
    • 0033103897 scopus 로고    scopus 로고
    • Competitive mechanisms subserve attention in macaque areas V2 and V4
    • Reynolds JH, Chelazzi L, Desimone R. Competitive mechanisms subserve attention in macaque areas V2 and V4. J Neurosci. 1999; 19(5): 1736-53.
    • (1999) J Neurosci , vol.19 , Issue.5 , pp. 1736-1753
    • Reynolds, J.H.1    Chelazzi, L.2    Desimone, R.3
  • 31
    • 0031426401 scopus 로고    scopus 로고
    • Mechanisms of visual object recognition: monkey and human studies
    • Tanaka K. Mechanisms of visual object recognition: monkey and human studies. Curr Opin Neurobiol. 1997; 7: 523-29.
    • (1997) Curr Opin Neurobiol , vol.7 , pp. 523-529
    • Tanaka, K.1
  • 32
    • 0035341234 scopus 로고    scopus 로고
    • Neural correlates of attention in primate visual cortex
    • Treue S. Neural correlates of attention in primate visual cortex. Trends Neurosci. 2003; 24.
    • (2003) Trends Neurosci , pp. 24
    • Treue, S.1
  • 36
    • 34548776479 scopus 로고    scopus 로고
    • A non-myopic approach to visual search
    • Computer and robot vision, volume 0, CA, USA
    • Vogel J, Murphy K. A non-myopic approach to visual search. In: Computer and robot vision, volume 0. IEEE Computer Society: Los Alamitos, CA, USA; 2007. p. 227-34.
    • (2007) IEEE Computer Society: Los Alamitos , pp. 227-234
    • Vogel, J.1    Murphy, K.2
  • 39
    • 0038159929 scopus 로고    scopus 로고
    • Learning optimized features for hierarchical models of invariant object recognition
    • Wersing H, Körner E. Learning optimized features for hierarchical models of invariant object recognition. Neural Comput. 2003; 15(7): 1559-1588.
    • (2003) Neural Comput , vol.15 , Issue.7 , pp. 1559-1588
    • Wersing, H.1    Körner, E.2
  • 40
    • 84864888849 scopus 로고
    • Guided search 2.0: a revised model of visual search
    • Wolfe JM. Guided search 2. 0: a revised model of visual search. Psychonom Bull Rev. 1994; 1: 202-38.
    • (1994) Psychonom Bull Rev , vol.1 , pp. 202-238
    • Wolfe, J.M.1
  • 41
    • 0032519055 scopus 로고    scopus 로고
    • Probabilistic interpretation of population codes
    • Zemel RS, Dayan P, Pouget A. Probabilistic interpretation of population codes. Neural Comput. 1998; 10(2): 403-30.
    • (1998) Neural Comput Appl , vol.10 , Issue.2 , pp. 403-430
    • Zemel, R.S.1    Dayan, P.2    Pouget, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.