메뉴 건너뛰기




Volumn 37, Issue 10, 2015, Pages 2057-2070

Multi-Camera Saliency

Author keywords

Global Saliency; High Level Feature Saliency; Label Consistent K SVD; Multi Camera Eye Tracking Dataset; Multi Camera Saliency; Region Competition

Indexed keywords

FACE RECOGNITION;

EID: 84941110546     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2015.2392783     Document Type: Article
Times cited : (15)

References (75)
  • 1
    • 0003153058 scopus 로고
    • Shifts in selective visual attention: Towards the underlying neural circuitry
    • C. Koch and S. Ullman, "Shifts in selective visual attention: Towards the underlying neural circuitry," Matters Intell., vol. 188, pp. 115-141, 1987.
    • (1987) Matters Intell. , vol.188 , pp. 115-141
    • Koch, C.1    Ullman, S.2
  • 2
    • 0032204063 scopus 로고    scopus 로고
    • A model of saliency-based visual attention for rapid scene analysis
    • Nov.
    • L. Itti, C. Koch, and E. Niebur, "A model of saliency-based visual attention for rapid scene analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 11, pp. 1254-1259, Nov. 1998.
    • (1998) IEEE Trans. Pattern Anal. Mach. Intell. , vol.20 , Issue.11 , pp. 1254-1259
    • Itti, L.1    Koch, C.2    Niebur, E.3
  • 3
    • 77950357909 scopus 로고    scopus 로고
    • Faces and text attract gaze independent of the task: Experimental data and computer model
    • M. Cerf, E. P. Frady, and C. Koch, "Faces and text attract gaze independent of the task: Experimental data and computer model," J. Vis., vol. 9, no. 12, pp. 1-15, 2009.
    • (2009) J. Vis. , vol.9 , Issue.12 , pp. 1-15
    • Cerf, M.1    Frady, E.P.2    Koch, C.3
  • 4
    • 79957836414 scopus 로고    scopus 로고
    • Learning a saliency map using fixated locations in natural scenes
    • Q. Zhao and C. Koch, "Learning a saliency map using fixated locations in natural scenes," J. Vis., vol. 11, no. 3, pp. 1-15, 2011.
    • (2011) J. Vis. , vol.11 , Issue.3 , pp. 1-15
    • Zhao, Q.1    Koch, C.2
  • 5
    • 84865657272 scopus 로고    scopus 로고
    • Learning visual saliency by combining feature maps in a nonlinear manner using adaboost
    • Q. Zhao and C. Koch, "Learning visual saliency by combining feature maps in a nonlinear manner using adaboost," J. Vis., vol. 12, no. 6, pp. 1-15, 2012.
    • (2012) J. Vis. , vol.12 , Issue.6 , pp. 1-15
    • Zhao, Q.1    Koch, C.2
  • 7
    • 2142812371 scopus 로고    scopus 로고
    • Robust real-time face detection
    • P. A. Viola and M. J. Jones, "Robust real-time face detection," Int. J. Comput. Vis., vol. 57, no. 2, pp. 137-154, 2004.
    • (2004) Int. J. Comput. Vis. , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.A.1    Jones, M.J.2
  • 8
    • 84893602014 scopus 로고    scopus 로고
    • Leveraging human fixations in sparse coding: Learning a discriminative dictionary for saliency prediction
    • M. Jiang, M. Song, and Q. Zhao, "Leveraging human fixations in sparse coding: Learning a discriminative dictionary for saliency prediction," in Proc. IEEE Int. Conf. Syst., Man, Cybern., 2013, pp. 2126-2133.
    • (2013) Proc. IEEE Int. Conf. Syst., Man, Cybern. , pp. 2126-2133
    • Jiang, M.1    Song, M.2    Zhao, Q.3
  • 9
    • 0018878142 scopus 로고
    • A feature-integration theory of attention
    • A. M. Treisman and G. Gelade, "A feature-integration theory of attention," Cogn. Psychol., vol. 12, no. 1, pp. 97-136, 1980.
    • (1980) Cogn. Psychol. , vol.12 , Issue.1 , pp. 97-136
    • Treisman, A.M.1    Gelade, G.2
  • 11
    • 0036160528 scopus 로고    scopus 로고
    • Modeling the role of salience in the allocation of overt visual attention
    • D. Parkhurst, K. Law, and E. Niebur, "Modeling the role of salience in the allocation of overt visual attention," Vis. Res., vol. 42, no. 1, pp. 107-123, 2002.
    • (2002) Vis. Res. , vol.42 , Issue.1 , pp. 107-123
    • Parkhurst, D.1    Law, K.2    Niebur, E.3
  • 12
    • 33645236179 scopus 로고    scopus 로고
    • A coherent computational approach to model bottom-up visual attention
    • May
    • O. Le Meur, P. Le Callet, D. Barba, and D. Thoreau, "A coherent computational approach to model bottom-up visual attention," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 5, pp. 802-817, May 2006.
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell. , vol.28 , Issue.5 , pp. 802-817
    • Le Meur, O.1    Le Callet, P.2    Barba, D.3    Thoreau, D.4
  • 13
    • 65549107078 scopus 로고    scopus 로고
    • Discriminant saliency, the detection of suspicious coincidences, and applications to visual recognition
    • Jun.
    • D. Gao, S. Han, and N. Vasconcelos, "Discriminant saliency, the detection of suspicious coincidences, and applications to visual recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 6, pp. 989-1005, Jun. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell. , vol.31 , Issue.6 , pp. 989-1005
    • Gao, D.1    Han, S.2    Vasconcelos, N.3
  • 16
    • 77649273553 scopus 로고    scopus 로고
    • Esaliency (extended saliency): Meaningful attention using stochastic image modeling
    • Apr.
    • T. Avraham and M. Lindenbaum, "Esaliency (extended saliency): Meaningful attention using stochastic image modeling," IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 4, pp. 693-708, Apr. 2010.
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell. , vol.32 , Issue.4 , pp. 693-708
    • Avraham, T.1    Lindenbaum, M.2
  • 18
    • 83255184455 scopus 로고    scopus 로고
    • Saliency density maximization for efficient visual objects discovery
    • Dec.
    • Y. Luo, J. Yuan, P. Xue, and Q. Tian, "Saliency density maximization for efficient visual objects discovery," IEEE Trans. Circuits Syst. Video Technol., vol. 21, no. 12, pp. 1822-1834, Dec. 2011.
    • (2011) IEEE Trans. Circuits Syst. Video Technol. , vol.21 , Issue.12 , pp. 1822-1834
    • Luo, Y.1    Yuan, J.2    Xue, P.3    Tian, Q.4
  • 19
    • 80051777153 scopus 로고    scopus 로고
    • Fixations on low-resolution images
    • T. Judd, F. Durand, and A. Torralba, "Fixations on low-resolution images," J. Vis., vol. 11, no. 4, pp. 1-20, 2011.
    • (2011) J. Vis. , vol.11 , Issue.4 , pp. 1-20
    • Judd, T.1    Durand, F.2    Torralba, A.3
  • 20
    • 80053106764 scopus 로고    scopus 로고
    • Computational versus psychophysical bottom-up image saliency: A comparative evaluation study
    • Nov.
    • A. Toet, "Computational versus psychophysical bottom-up image saliency: A comparative evaluation study," IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 11, pp. 2131-2146, Nov. 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.11 , pp. 2131-2146
    • Toet, A.1
  • 21
    • 84866672748 scopus 로고    scopus 로고
    • A unified approach to salient object detection via low rank matrix recovery
    • X. Shen and Y. Wu, "A unified approach to salient object detection via low rank matrix recovery," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2012, pp. 853-860.
    • (2012) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 853-860
    • Shen, X.1    Wu, Y.2
  • 22
    • 81855172211 scopus 로고    scopus 로고
    • Image signature: Highlighting sparse salient regions
    • Jan.
    • X. Hou, J. Harel, and C. Koch, "Image signature: Highlighting sparse salient regions," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 1, pp. 194-201, Jan. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell. , vol.34 , Issue.1 , pp. 194-201
    • Hou, X.1    Harel, J.2    Koch, C.3
  • 24
    • 1842583039 scopus 로고    scopus 로고
    • Realistic avatar eye and head animation using a neurobiological model of visual attention
    • L. Itti, N. Dhavale, and F. Pighin, "Realistic avatar eye and head animation using a neurobiological model of visual attention," in Proc. SPIE 48th Annu. Int. Symp. Optical Sci. Technol., 2004, vol. 5200, pp. 64-78.
    • (2004) Proc. SPIE 48th Annu. Int. Symp. Optical Sci. Technol. , vol.5200 , pp. 64-78
    • Itti, L.1    Dhavale, N.2    Pighin, F.3
  • 25
    • 0042575543 scopus 로고    scopus 로고
    • Modeling global scene factors in attention
    • A. Torralba, "Modeling global scene factors in attention," J. Opt. Soc. Am. A, vol. 20, no. 7, pp. 1407-1418, 2003.
    • (2003) J. Opt. Soc. Am. A , vol.20 , Issue.7 , pp. 1407-1418
    • Torralba, A.1
  • 26
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: A holistic representation of the spatial envelope
    • A. Oliva and A. Torralba, "Modeling the shape of the scene: A holistic representation of the spatial envelope," Int. J. Comput. Vis., vol. 42, no. 3, pp. 145-175, 2001.
    • (2001) Int. J. Comput. Vis. , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 27
    • 58149506125 scopus 로고    scopus 로고
    • SUN: A Bayesian framework for saliency using natural statistics
    • L. Zhang, M. H. Tong, T. K. Marks, H. Shan, and G. W. Cottrell, "SUN: A Bayesian framework for saliency using natural statistics," J. Vis., vol. 8, no. 7, pp. 1-20, 2008.
    • (2008) J. Vis. , vol.8 , Issue.7 , pp. 1-20
    • Zhang, L.1    Tong, M.H.2    Marks, T.K.3    Shan, H.4    Cottrell, G.W.5
  • 29
    • 84863359424 scopus 로고    scopus 로고
    • Dynamic visual attention: Searching for coding length increments
    • X. Hou and L. Zhang, "Dynamic visual attention: Searching for coding length increments," in Proc. Adv. Neural Inform. Process. Syst., 2008, pp. 681-688.
    • (2008) Proc. Adv. Neural Inform. Process. Syst. , pp. 681-688
    • Hou, X.1    Zhang, L.2
  • 30
    • 84898481177 scopus 로고    scopus 로고
    • Computational modeling of topdown visual attention in interactive environments
    • A. Borji, D. N. Sihite, and L. Itti, "Computational modeling of topdown visual attention in interactive environments." in Proc. Brit. Mach. Vis. Conf., 2011, pp. 1-12.
    • (2011) Proc. Brit. Mach. Vis. Conf. , pp. 1-12
    • Borji, A.1    Sihite, D.N.2    Itti, L.3
  • 31
    • 79551687420 scopus 로고    scopus 로고
    • Cost-sensitive learning of top-down modulation for attentional control
    • A. Borji, M. N. Ahmadabadi, and B. N. Araabi, "Cost-sensitive learning of top-down modulation for attentional control," Mach. Vis. Appl., vol. 22, no. 1, pp. 61-76, 2011.
    • (2011) Mach. Vis. Appl. , vol.22 , Issue.1 , pp. 61-76
    • Borji, A.1    Ahmadabadi, M.N.2    Araabi, B.N.3
  • 32
    • 77954814129 scopus 로고    scopus 로고
    • A Bayesian model for efficient visual search and recognition
    • L. Elazary and L. Itti, "A Bayesian model for efficient visual search and recognition," Vis. Res., vol. 50, no. 14, pp. 1338-1352, 2010.
    • (2010) Vis. Res. , vol.50 , Issue.14 , pp. 1338-1352
    • Elazary, L.1    Itti, L.2
  • 34
    • 34948863856 scopus 로고    scopus 로고
    • Beyond bottom-up: Incorporating taskdependent influences into a computational model of spatial attention
    • R. J. Peters and L. Itti, "Beyond bottom-up: Incorporating taskdependent influences into a computational model of spatial attention," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2007, pp. 1-8.
    • (2007) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 1-8
    • Peters, R.J.1    Itti, L.2
  • 35
    • 79955112208 scopus 로고    scopus 로고
    • Probabilistic multi-task learning for visual saliency estimation in video
    • J. Li, Y. Tian, T. Huang, and W. Gao, "Probabilistic multi-task learning for visual saliency estimation in video," Int. J. Comput. Vis., vol. 90, no. 2, pp. 150-165, 2010.
    • (2010) Int. J. Comput. Vis. , vol.90 , Issue.2 , pp. 150-165
    • Li, J.1    Tian, Y.2    Huang, T.3    Gao, W.4
  • 37
    • 2642558848 scopus 로고    scopus 로고
    • What attributes guide the deployment of visual attention and how do they do it?
    • J. M. Wolfe and T. S. Horowitz, "What attributes guide the deployment of visual attention and how do they do it?" Nature Rev. Neurosci., vol. 5, no. 6, pp. 495-501, 2004.
    • (2004) Nature Rev. Neurosci. , vol.5 , Issue.6 , pp. 495-501
    • Wolfe, J.M.1    Horowitz, T.S.2
  • 38
    • 33847625904 scopus 로고    scopus 로고
    • Guided search 4.0: Current progress with a model of visual search
    • J. M. Wolfe, "Guided search 4.0: Current progress with a model of visual search," Int. Models Cognit. Syst., pp. 99-119, 2007.
    • (2007) Int. Models Cognit. Syst. , pp. 99-119
    • Wolfe, J.M.1
  • 41
    • 62649143331 scopus 로고    scopus 로고
    • Saliency, attention, and visual search: An information theoretic approach
    • N. D. Bruce and J. K. Tsotsos, "Saliency, attention, and visual search: An information theoretic approach," J. Vis., vol. 9, no. 3, pp. 1-24, 2009.
    • (2009) J. Vis. , vol.9 , Issue.3 , pp. 1-24
    • Bruce, N.D.1    Tsotsos, J.K.2
  • 42
    • 84874537215 scopus 로고    scopus 로고
    • Visual saliency based on scale-space analysis in the frequency domain
    • Apr.
    • J. Li, M. D. Levine, X. An, X. Xu, and H. He, "Visual saliency based on scale-space analysis in the frequency domain," IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 4, pp. 996-1010, Apr. 2013.
    • (2013) IEEE Trans. Pattern Anal. Mach. Intell. , vol.35 , Issue.4 , pp. 996-1010
    • Li, J.1    Levine, M.D.2    An, X.3    Xu, X.4    He, H.5
  • 43
    • 56849086466 scopus 로고    scopus 로고
    • Objects predict fixations better than early saliency
    • W. Einhäuser, M. Spain, and P. Perona, "Objects predict fixations better than early saliency," J. Vis., vol. 8, no. 14, pp. 1-26, 2008.
    • (2008) J. Vis. , vol.8 , Issue.14 , pp. 1-26
    • Einhäuser, W.1    Spain, M.2    Perona, P.3
  • 44
    • 79952645933 scopus 로고    scopus 로고
    • Object-based attentional selection in scene viewing
    • A. Nuthmann and J. M. Henderson, "Object-based attentional selection in scene viewing," J. Vis., vol. 10, no. 8, pp. 1-19, 2010.
    • (2010) J. Vis. , vol.10 , Issue.8 , pp. 1-19
    • Nuthmann, A.1    Henderson, J.M.2
  • 45
    • 84893634313 scopus 로고    scopus 로고
    • Predicting human gaze beyond pixels
    • J. Xu, M. Jiang, S. Wang, M. S. Kankanhalli, and Q. Zhao, "Predicting human gaze beyond pixels," J. Vis., vol. 14, no. 1, pp. 1-20, 2014.
    • (2014) J. Vis. , vol.14 , Issue.1 , pp. 1-20
    • Xu, J.1    Jiang, M.2    Wang, S.3    Kankanhalli, M.S.4    Zhao, Q.5
  • 47
    • 0033706845 scopus 로고    scopus 로고
    • Attentional scene segmentation: Integrating depth and motion
    • A. Maki, P. Nordlund, and J.-O. Eklundh, "Attentional scene segmentation: Integrating depth and motion," Comput. Vis. Image Understanding, vol. 78, no. 3, pp. 351-373, 2000.
    • (2000) Comput. Vis. Image Understanding , vol.78 , Issue.3 , pp. 351-373
    • Maki, A.1    Nordlund, P.2    Eklundh, J.-O.3
  • 50
    • 56949086441 scopus 로고    scopus 로고
    • Stereo saliency map considering affective factors and selective motion analysis in a dynamic environment
    • S. Jeong, S.-W. Ban, and M. Lee, "Stereo saliency map considering affective factors and selective motion analysis in a dynamic environment," Neural Netw., vol. 21, no. 10, pp. 1420-1430, 2008.
    • (2008) Neural Netw. , vol.21 , Issue.10 , pp. 1420-1430
    • Jeong, S.1    Ban, S.-W.2    Lee, M.3
  • 55
    • 32844456989 scopus 로고    scopus 로고
    • Camera cooperation for achieving visual attention
    • R. Horaud, D. Knossow, and M. Michaelis, "Camera cooperation for achieving visual attention," Mach. Vis. Appl., vol. 16, no. 6, pp. 331-342, 2006.
    • (2006) Mach. Vis. Appl. , vol.16 , Issue.6 , pp. 331-342
    • Horaud, R.1    Knossow, D.2    Michaelis, M.3
  • 56
    • 84904503331 scopus 로고    scopus 로고
    • Factors influencing visual attention switch in multi-display user interfaces: A survey
    • U. Rashid, M. A. Nacenta, and A. J. Quigley, "Factors influencing visual attention switch in multi-display user interfaces: A survey," in Proc. Int. Symp. Pervasive Displays, 2012.
    • (2012) Proc. Int. Symp. Pervasive Displays
    • Rashid, U.1    Nacenta, M.A.2    Quigley, A.J.3
  • 57
    • 84859024517 scopus 로고    scopus 로고
    • Discovering thematic objects in image collections and videos
    • Apr.
    • J. Yuan, G. Zhao, Y. Fu, Z. Li, A. K. Katsaggelos, and Y. Wu, "Discovering thematic objects in image collections and videos," IEEE Trans. Image Process., vol. 21, no. 4, pp. 2207-2219, Apr. 2012.
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.4 , pp. 2207-2219
    • Yuan, J.1    Zhao, G.2    Fu, Y.3    Li, Z.4    Katsaggelos, A.K.5    Wu, Y.6
  • 59
    • 79952816208 scopus 로고    scopus 로고
    • Medium spatial frequencies, a strong predictor of salience
    • F. Urban, B. Follet, C. Chamaret, O. L. Meur, and T. Baccino, "Medium spatial frequencies, a strong predictor of salience," Cogn. Comput., vol. 3, no. 1, pp. 37-47, 2011.
    • (2011) Cogn. Comput. , vol.3 , Issue.1 , pp. 37-47
    • Urban, F.1    Follet, B.2    Chamaret, C.3    Meur, O.L.4    Baccino, T.5
  • 60
    • 80052901219 scopus 로고    scopus 로고
    • Learning a discriminative dictionary for sparse coding via label consistent K-SVD
    • Z. Jiang, Z. Lin, and L. S. Davis, "Learning a discriminative dictionary for sparse coding via label consistent K-SVD," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2011, pp. 1697-1704.
    • (2011) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 1697-1704
    • Jiang, Z.1    Lin, Z.2    Davis, L.S.3
  • 64
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
    • Nov.
    • M. Aharon, M. Elad, and A. Bruckstein, "K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation," IEEE Trans. Signal Process., vol. 54, no. 11, pp. 4311-4322, Nov. 2006.
    • (2006) IEEE Trans. Signal Process. , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 65
    • 33750341577 scopus 로고    scopus 로고
    • Contextual guidance of eye movements and attention in realworld scenes: The role of global features in object search
    • A. Torralba, A. Oliva, M. S. Castelhano, and J. M. Henderson, "Contextual guidance of eye movements and attention in realworld scenes: The role of global features in object search," Psychol. Rev., vol. 113, no. 4, pp. 766-786, 2006.
    • (2006) Psychol. Rev. , vol.113 , Issue.4 , pp. 766-786
    • Torralba, A.1    Oliva, A.2    Castelhano, M.S.3    Henderson, J.M.4
  • 67
    • 84863359424 scopus 로고    scopus 로고
    • Dynamic visual attention: Searching for coding length increments
    • X. Hou and L. Zhang, "Dynamic visual attention: Searching for coding length increments," in Proc. Adv. Neural Inform. Process. Syst., 2009, pp. 681-688.
    • (2009) Proc. Adv. Neural Inform. Process. Syst. , pp. 681-688
    • Hou, X.1    Zhang, L.2
  • 69
    • 11144343233 scopus 로고    scopus 로고
    • Visual correlates of fixation selection: Effects of scale and time
    • B. W. Tatler, R. J. Baddeley, and I. D. Gilchrist, "Visual correlates of fixation selection: Effects of scale and time," Vis. Res., vol. 45, no. 5, pp. 643-659, 2005.
    • (2005) Vis. Res. , vol.45 , Issue.5 , pp. 643-659
    • Tatler, B.W.1    Baddeley, R.J.2    Gilchrist, I.D.3
  • 70
    • 36448979181 scopus 로고    scopus 로고
    • The central fixation bias in scene viewing: Selecting an optimal viewing position independently of motor biases and image feature distributions
    • B. W. Tatler, "The central fixation bias in scene viewing: Selecting an optimal viewing position independently of motor biases and image feature distributions," J. Vis., vol. 7, no. 14, pp. 1-17, 2007.
    • (2007) J. Vis. , vol.7 , Issue.14 , pp. 1-17
    • Tatler, B.W.1
  • 72
    • 20544446875 scopus 로고    scopus 로고
    • Components of bottomup gaze allocation in natural images
    • R. J. Peters, A. Iyer, L. Itti, and C. Koch, "Components of bottomup gaze allocation in natural images," Vis. Res., vol. 45, no. 18, pp. 2397-2416, 2005.
    • (2005) Vis. Res. , vol.45 , Issue.18 , pp. 2397-2416
    • Peters, R.J.1    Iyer, A.2    Itti, L.3    Koch, C.4
  • 74
    • 34147109171 scopus 로고    scopus 로고
    • A framework for evaluating the effect of view angle, clothing and carrying condition on gait recognition
    • S. Yu, D. Tan, and T. Tan, "A framework for evaluating the effect of view angle, clothing and carrying condition on gait recognition," in Proc. Int. Conf. Pattern Recognit., 2006, pp. 441-444.
    • (2006) Proc. Int. Conf. Pattern Recognit. , pp. 441-444
    • Yu, S.1    Tan, D.2    Tan, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.