메뉴 건너뛰기




Volumn , Issue , 2013, Pages 976-983

Visual attention-driven spatial pooling for image memorability

Author keywords

image memorability; spatial pooling; visual saliency

Indexed keywords

ATTENTIONAL MECHANISM; AUTOMATIC PREDICTION; IMAGE MEMORABILITY; MACHINE LEARNING TECHNIQUES; SPATIAL POOLING; SPATIAL PYRAMIDS; VISUAL ATTENTION; VISUAL SALIENCY;

EID: 84884930217     PISSN: 21607508     EISSN: 21607516     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2013.142     Document Type: Conference Paper
Times cited : (40)

References (38)
  • 2
    • 84870220894 scopus 로고    scopus 로고
    • State-of-The-art in visual attention modeling
    • A. Borji. State-of-The-art in visual attention modeling. IEEETPAMI, 35(1):185-207, 2013.
    • (2013) IEEETPAMI , vol.35 , Issue.1 , pp. 185-207
    • Borji, A.1
  • 3
    • 55749113888 scopus 로고    scopus 로고
    • Visual long-term memory has a massive storage capacity for object details
    • T. F. Brady, T. Konkle, G. A. Alvarez, and A. Oliva. Visual long-term memory has a massive storage capacity for object details. PNAS, 105(38):14325-14329, 2008.
    • (2008) PNAS , vol.105 , Issue.38 , pp. 14325-14329
    • Brady, T.F.1    Konkle, T.2    Alvarez, G.A.3    Oliva, A.4
  • 5
    • 33645146449 scopus 로고    scopus 로고
    • Histograms of oriented gradients for human detection
    • N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. In CVPR, 2005.
    • (2005) CVPR
    • Dalal, N.1    Triggs, B.2
  • 6
    • 56849086466 scopus 로고    scopus 로고
    • Objects predict fixations better than early saliency
    • W. Einhauser, M. Spain, and P. Perona. Objects predict fixations better than early saliency. Journal of Vision, 8(14):1-26, 2008.
    • (2008) Journal of Vision , vol.8 , Issue.14 , pp. 1-26
    • Einhauser, W.1    Spain, M.2    Perona, P.3
  • 7
    • 40549138099 scopus 로고    scopus 로고
    • Interesting objects are visually salient
    • L. Elazary and L. Itti. Interesting objects are visually salient. Journal of Vision, 8(3):1-15, 2008.
    • (2008) Journal of Vision , vol.8 , Issue.3 , pp. 1-15
    • Elazary, L.1    Itti, L.2
  • 8
    • 84878384522 scopus 로고    scopus 로고
    • Visual saliency estimation by nonlinearly integrating features using region covariances
    • E. Erdem and A. Erdem. Visual saliency estimation by nonlinearly integrating features using region covariances. Journal of Vision, 13(4):1-20, 2013.
    • (2013) Journal of Vision , vol.13 , Issue.4 , pp. 1-20
    • Erdem, E.1    Erdem, A.2
  • 9
    • 84898404482 scopus 로고    scopus 로고
    • Indoor scene recognition using task and saliency-driven feature pooling
    • M. Fornoni and B. Caputo. Indoor scene recognition using task and saliency-driven feature pooling. In BMVC, pages 98.1-98.12, 2012.
    • (2012) BMVC , pp. 981-9812
    • Fornoni, M.1    Caputo, B.2
  • 12
    • 0035756208 scopus 로고    scopus 로고
    • To see and remember: Visually specific information is retained in memory from previously attended objects in natural scenes
    • A. Hollingworth, C. C. Williams, and J. M. Henderson. To see and remember: visually specific information is retained in memory from previously attended objects in natural scenes. Psychonomic Bulletin & Review, 8(4):761-768, 2001.
    • (2001) Psychonomic Bulletin & Review , vol.8 , Issue.4 , pp. 761-768
    • Hollingworth, A.1    Williams, C.C.2    Henderson, J.M.3
  • 13
    • 84856080501 scopus 로고    scopus 로고
    • The role of attention in the contextual enhancement of visual memory for natural scenes
    • K. Inoue and Y. Takeda. The role of attention in the contextual enhancement of visual memory for natural scenes. Visual Cognition, 20(1):94-107, 2012.
    • (2012) Visual Cognition , vol.20 , Issue.1 , pp. 94-107
    • Inoue, K.1    Takeda, Y.2
  • 14
    • 85162530463 scopus 로고    scopus 로고
    • Understanding the intrinsic memorability of images
    • P. Isola, D. Parikh, A. Torralba, and A. Oliva. Understanding the intrinsic memorability of images. In NIPS, pages 2429-2437, 2011.
    • (2011) NIPS , pp. 2429-2437
    • Isola, P.1    Parikh, D.2    Torralba, A.3    Oliva, A.4
  • 16
    • 0032204063 scopus 로고    scopus 로고
    • A model of saliencybased visual attention for rapid scene analysis
    • L. Itti, C. Koch, and E. Niebur. A model of saliencybased visual attention for rapid scene analysis. IEEE-TPAMI, 20(11):1254-1259, 1998.
    • (1998) IEEE-TPAMI , vol.20 , Issue.11 , pp. 1254-1259
    • Itti, L.1    Koch, C.2    Niebur, E.3
  • 17
    • 84866666373 scopus 로고    scopus 로고
    • Beyond spatial pyramids: Receptive field learning for pooled image features
    • Y. Jia, C. Huang, and T. Darrell. Beyond spatial pyramids: Receptive field learning for pooled image features. In CVPR, 2012.
    • (2012) CVPR
    • Jia, Y.1    Huang, C.2    Darrell, T.3
  • 18
    • 84885883103 scopus 로고    scopus 로고
    • Randomized spatial partition for scene recognition
    • Y. Jiang, J. Yuan, and G. Yu. Randomized spatial partition for scene recognition. In ECCV, 2012.
    • (2012) ECCV
    • Jiang, Y.1    Yuan, J.2    Yu, G.3
  • 19
    • 77953205576 scopus 로고    scopus 로고
    • Learning to predict where humans look
    • T. Judd, K. Ehinger, F. Durand, and A. Torralba. Learning to predict where humans look. In ICCV, pages 2106-2113, 2009.
    • (2009) ICCV , pp. 2106-2113
    • Judd, T.1    Ehinger, K.2    Durand, F.3    Torralba, A.4
  • 20
    • 84877775139 scopus 로고    scopus 로고
    • Memorability of image regions
    • A. Khosla, J. Xiao, A. Torralba, and A. Oliva. Memorability of image regions. In NIPS, pages 305-313, 2012.
    • (2012) NIPS , pp. 305-313
    • Khosla, A.1    Xiao, J.2    Torralba, A.3    Oliva, A.4
  • 21
    • 33845572523 scopus 로고    scopus 로고
    • Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
    • S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR, 2006.
    • (2006) CVPR
    • Lazebnik, S.1    Schmid, C.2    Ponce, J.3
  • 22
    • 85162513516 scopus 로고    scopus 로고
    • Object bank: A highlevel image representation for scene classification & semantic feature sparsification
    • L.-J. Li, H. Su, E. Xing, and L. Fei-Fei. Object bank: A highlevel image representation for scene classification & semantic feature sparsification. In NIPS, pages 1378-1386, 2010.
    • (2010) NIPS , pp. 1378-1386
    • Li, L.-J.1    Su, H.2    Xing, E.3    Fei-Fei, L.4
  • 23
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60(4):91-110, 2004.
    • (2004) IJCV , vol.60 , Issue.4 , pp. 91-110
    • Lowe, D.1
  • 24
    • 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. IJCV, 42(3):145-175, 2001.
    • (2001) IJCV , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 26
    • 84885881090 scopus 로고    scopus 로고
    • Objectcentric spatial pooling for image classification
    • O. Russakovsky, Y. Lin, K. Yu, and L. Fei-Fei. Objectcentric spatial pooling for image classification. In ECCV, 2012.
    • (2012) ECCV
    • Russakovsky, O.1    Lin, Y.2    Yu, K.3    Fei-Fei, L.4
  • 27
    • 84965393786 scopus 로고
    • From blobs to boundary edges: Evidence for time-and spatial-scale- dependent scene recognition
    • P. G. Schyns and A. Oliva. From blobs to boundary edges: Evidence for time-and spatial-scale-dependent scene recognition. Psychological Science, 5(2):195-200, 1994.
    • (1994) Psychological Science , vol.5 , Issue.2 , pp. 195-200
    • Schyns, P.G.1    Oliva, A.2
  • 28
    • 34948845616 scopus 로고    scopus 로고
    • Matching local self-similarities across images and videos
    • E. Shechtman and M. Irani. Matching local self-similarities across images and videos. In CVPR, 2007.
    • (2007) CVPR
    • Shechtman, E.1    Irani, M.2
  • 31
    • 33750341577 scopus 로고    scopus 로고
    • Contextual guidance of eye movements and attention in realworld scenes: The role of global features on object search
    • A. Torralba, A. Oliva, M. Castelhano, and J. Henderson. Contextual guidance of eye movements and attention in realworld scenes: The role of global features on object search. Psychological Review, 113(4):766-786, 2006.
    • (2006) Psychological Review , vol.113 , Issue.4 , pp. 766-786
    • Torralba, A.1    Oliva, A.2    Castelhano, M.3    Henderson, J.4
  • 32
    • 77955996870 scopus 로고    scopus 로고
    • Locality-constrained linear coding for image classification
    • J. Wang, J. Yang, K. Yu, F. Lv, T. Huang, and Y. Gong. Locality-constrained linear coding for image classification. In CVPR, 2010.
    • (2010) CVPR
    • Wang, J.1    Yang, J.2    Yu, K.3    Lv, F.4    Huang, T.5    Gong, Y.6
  • 33
    • 0032559955 scopus 로고    scopus 로고
    • Visual memory: What do you know about what you saw
    • J. M.Wolfe. Visual memory: What do you know about what you saw? Current Biology, 8:R303-R304, 1998.
    • (1998) Current Biology , vol.8
    • Wolfe, J.M.1
  • 34
    • 33847646355 scopus 로고    scopus 로고
    • Is visual attention required for robust picture memory
    • J. M. Wolfe, T. S. Horowitz, and K. O. Michod. Is visual attention required for robust picture memory? Vision Research, 47:955-964, 2007.
    • (2007) Vision Research , vol.47 , pp. 955-964
    • Wolfe, J.M.1    Horowitz, T.S.2    Michod, K.O.3
  • 35
    • 77955988947 scopus 로고    scopus 로고
    • SUN database: Large-scale scene recognition from abbey to zoo
    • J. Xiao, J. Hayes, K. A. Ehinger, A. Oliva, and A. Torralba. SUN database: Large-scale scene recognition from abbey to zoo. In CVPR, 2010.
    • (2010) CVPR
    • Xiao, J.1    Hayes, J.2    Ehinger, K.A.3    Oliva, A.4    Torralba, A.5
  • 36
    • 84866692148 scopus 로고    scopus 로고
    • Top-down visual saliency via joint CRF and dictionary learning
    • J. Yang and M.-H. Yang. Top-down visual saliency via joint CRF and dictionary learning. In CVPR, 2012.
    • (2012) CVPR
    • Yang, J.1    Yang, M.-H.2
  • 37
    • 70450209196 scopus 로고    scopus 로고
    • Linear spatial pyramid matching using sparse coding for image classification
    • J. Yang, K. Yu, Y. Gong, and T. Huang. Linear spatial pyramid matching using sparse coding for image classification. In CVPR, 2009.
    • (2009) CVPR
    • Yang, J.1    Yu, K.2    Gong, Y.3    Huang, T.4
  • 38
    • 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. Journal of Vision, 12(6):1-15, 2012.
    • (2012) Journal of Vision , vol.12 , Issue.6 , pp. 1-15
    • Zhao, Q.1    Koch, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.