메뉴 건너뛰기




Volumn 36, Issue 8, 2014, Pages 1532-1545

Fast feature pyramids for object detection

Author keywords

image pyramids; natural image statistics; object detection; pedestrian detection; real time systems; Visual features

Indexed keywords

APPROXIMATION THEORY; DISCRETE COSINE TRANSFORMS; EXTRAPOLATION; REAL TIME SYSTEMS;

EID: 84903622275     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2014.2300479     Document Type: Article
Times cited : (1926)

References (77)
  • 1
    • 0014266913 scopus 로고
    • Receptive Fields and Functional Architecture of Monkey Striate Cortex
    • D. Hubel and T. Wiesel, "Receptive Fields and Functional Architecture of Monkey Striate Cortex," J. Physiology, vol. 195, pp. 215-243, 1968.
    • (1968) J. Physiology , vol.195 , pp. 215-243
    • Hubel, D.1    Wiesel, T.2
  • 2
    • 0015749493 scopus 로고
    • Self-Organization of Orientation Sensitive Cells in the Striate Cortex
    • C. Malsburg, "Self-Organization of Orientation Sensitive Cells in the Striate Cortex," Biological Cybernetics, vol. 14, no. 2, pp. 85-100, 1973.
    • (1973) Biological Cybernetics , vol.14 , Issue.2 , pp. 85-100
    • Malsburg, C.1
  • 3
    • 0015875601 scopus 로고
    • The Visual Cortex as a Spatial Frequency Analyser
    • L. Maffei and A. Fiorentini, "The Visual Cortex as a Spatial Frequency Analyser," Vision Research, vol. 13, no. 7, pp. 1255-1267, 1973.
    • (1973) Vision Research , vol.13 , Issue.7 , pp. 1255-1267
    • Maffei, L.1    Fiorentini, A.2
  • 5
    • 0022098435 scopus 로고
    • Uncertainty Relation for Resolution in Space, Spatial Frequency, and Orientation Optimized by Two-Dimensional Visual Cortical Filters
    • J. Daugman, "Uncertainty Relation for Resolution in Space, Spatial Frequency, and Orientation Optimized by Two-Dimensional Visual Cortical Filters," J. Optical Soc. Am. A: Optics, Image Science, and Vision, vol. 2, pp. 1160-1169, 1985.
    • (1985) J. Optical Soc. Am. A: Optics, Image Science, and Vision , vol.2 , pp. 1160-1169
    • Daugman, J.1
  • 6
    • 0023141705 scopus 로고
    • Representation of local geometry in the visual system
    • DOI 10.1007/BF00318371
    • J. Koenderink and A. Van Doorn, "Representation of Local Geometry in the Visual System," Biological Cybernetics, vol. 55, no. 6, pp. 367-375, 1987. (Pubitemid 17030735)
    • (1987) Biological Cybernetics , vol.55 , Issue.6 , pp. 367-375
    • Koenderink, J.J.1    Van Doorn, A.J.2
  • 7
    • 0023492118 scopus 로고
    • Relations between the Statistics of Natural Images and the Response Properties of Cortical Cells
    • D.J. Field, "Relations between the Statistics of Natural Images and the Response Properties of Cortical Cells," J. Optical Soc. Am. A: Optics, Image Science, and Vision, vol. 4, pp. 2379-2394, 1987.
    • (1987) J. Optical Soc. Am. A: Optics, Image Science, and Vision , vol.4 , pp. 2379-2394
    • Field, D.J.1
  • 8
    • 0024700097 scopus 로고
    • A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
    • July
    • S. Mallat, "A Theory for Multiresolution Signal Decomposition: The Wavelet Representation," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 11, no. 7, pp. 647-693, July 1989.
    • (1989) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.11 , Issue.7 , pp. 647-693
    • Mallat, S.1
  • 9
    • 0025244687 scopus 로고
    • Multirate digital filters, filter banks, polyphase networks, and applications: A tutorial
    • DOI 10.1109/5.52200
    • P. Vaidyanathan, "Multirate Digital Filters, Filter Banks, Polyphase Networks, and Applications: A Tutorial," Proc. IEEE, vol. 78, no. 1, pp. 56-93, Jan. 1990. (Pubitemid 20702049)
    • (1990) Proceedings of the IEEE , vol.78 , Issue.1 , pp. 56-93
    • Vaidyanathan, P.P.1
  • 13
    • 0025427592 scopus 로고
    • Preattentive Texture Discrimination with Early Vision Mechanisms
    • May
    • J. Malik and P. Perona, "Preattentive Texture Discrimination with Early Vision Mechanisms," J. Optical Soc. Am. A, vol. 7, pp. 923-932, May 1990.
    • (1990) J. Optical Soc. Am. A , vol.7 , pp. 923-932
    • Malik, J.1    Perona, P.2
  • 14
    • 0000374426 scopus 로고
    • Computational Framework for Determining Stereo Correspondence from a Set of Linear Spatial Filters
    • D. Jones and J. Malik, "Computational Framework for Determining Stereo Correspondence from a Set of Linear Spatial Filters," Image and Vision Computing, vol. 10, no. 10, pp. 699-708, 1992.
    • (1992) Image and Vision Computing , vol.10 , Issue.10 , pp. 699-708
    • Jones, D.1    Malik, J.2
  • 16
    • 0029706940 scopus 로고    scopus 로고
    • A Unified Mixture Framework for Motion Segmentation: Incorporating Spatial Coherence and Estimating the Number of Models
    • Y. Weiss and E. Adelson, "A Unified Mixture Framework for Motion Segmentation: Incorporating Spatial Coherence and Estimating the Number of Models," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 1996.
    • (1996) Proc IEEE Conf. Computer Vision and Pattern Recognition (CVPR)
    • Weiss, Y.1    Adelson, E.2
  • 22
    • 0020045244 scopus 로고
    • Spatial frequency selectivity of cells in macaque visual cortex
    • DOI 10.1016/0042-6989(82)90113-4
    • R. De Valois, D. Albrecht, and L. Thorell, "Spatial Frequency Selectivity of Cells in Macaque Visual Cortex," Vision Research, vol. 22, no. 5, pp. 545-559, 1982. (Pubitemid 12155596)
    • (1982) Vision Research , vol.22 , Issue.5 , pp. 545-559
    • De Valois, R.L.1    Albrecht, D.G.2    Thorell, L.G.3
  • 23
    • 0032203257 scopus 로고    scopus 로고
    • Gradient-Based Learning Applied to Document Recognition
    • Nov
    • Y. LeCun, P. Haffner, L. Bottou, and Y. Bengio, "Gradient-Based Learning Applied to Document Recognition," Proc. IEEE, vol. 86, no. 11, pp. 2278-2324, Nov. 1998.
    • (1998) Proc IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • Lecun, Y.1    Haffner, P.2    Bottou, L.3    Bengio, Y.4
  • 24
    • 0033316361 scopus 로고    scopus 로고
    • Hierarchical models of object recognition in cortex
    • DOI 10.1038/14819
    • M. Riesenhuber and T. Poggio, "Hierarchical Models of Object Recognition in Cortex," Nature Neuroscience, vol. 2, pp. 1019-1025, 1999. (Pubitemid 30599567)
    • (1999) Nature Neuroscience , vol.2 , Issue.11 , pp. 1019-1025
    • Riesenhuber, M.1    Poggio, T.2
  • 25
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive Image Features from Scale-Invariant Keypoints
    • D.G. Lowe, "Distinctive Image Features from Scale-Invariant Keypoints," Int'l J. Computer Vision, vol. 60, no. 2, pp. 91-110, 2004.
    • (2004) Int'l J. Computer Vision , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 28
    • 17444367737 scopus 로고    scopus 로고
    • Detecting pedestrians using patterns of motion and appearance
    • DOI 10.1007/s11263-005-6644-8
    • P. Viola, M. Jones, and D. Snow, "Detecting Pedestrians Using Patterns of Motion and Appearance," Int'l J. Computer Vision, vol. 63, no. 2, pp. 153-161, 2005. (Pubitemid 40536820)
    • (2005) International Journal of Computer Vision , vol.63 , Issue.2 , pp. 153-161
    • Viola, P.1    Jones, M.J.2    Snow, D.3
  • 32
    • 84904208853 scopus 로고    scopus 로고
    • www.vision.caltech.edu/Image-Datasets/CaltechPedestrians/, 2014.
    • (2014)
  • 33
    • 0001187198 scopus 로고
    • Statistics of natural images: Scaling in the woods
    • D.L. Ruderman and W. Bialek, "Statistics of Natural Images: Scaling in the Woods," Physical Rev. Letters, vol. 73, no. 6, pp. 814-817, Aug. 1994. (Pubitemid 24976330)
    • (1994) Physical Review Letters , vol.73 , Issue.6 , pp. 814-817
    • Ruderman, D.L.1    Bialek, W.2
  • 34
    • 0018074828 scopus 로고
    • Spatial frequency analysis of the visual environment: Anisotropy and the carpentered environment hypothesis
    • DOI 10.1016/0042-6989(78)90232-8
    • E. Switkes, M. Mayer, and J. Sloan, "Spatial Frequency Analysis of the Visual Environment: Anisotropy and the Carpentered Environment Hypothesis," Vision Research, vol. 18, no. 10, pp. 1393-1399, 1978. (Pubitemid 9044254)
    • (1978) Vision Research , vol.18 , Issue.10 , pp. 1393-1399
    • Switkes, E.1    Mayer, M.J.2    Sloan, J.A.3
  • 46
    • 70350621774 scopus 로고    scopus 로고
    • Efficient Subwindow Search: A Branch and Bound Framework for Object Localization
    • Dec
    • C.H. Lampert, M.B. Blaschko, and T. Hofmann, "Efficient Subwindow Search: A Branch and Bound Framework for Object Localization," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 31, no. 12, pp. 2129-2142, Dec. 2009.
    • (2009) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.31 , Issue.12 , pp. 2129-2142
    • Lampert, C.H.1    Blaschko, M.B.2    Hofmann, T.3
  • 51
    • 0034981214 scopus 로고    scopus 로고
    • Coarse-to-fine face detection
    • DOI 10.1023/A:1011113216584
    • F. Fleuret and D. Geman, "Coarse-To-Fine Face Detection," Int'l J. Computer Vision, vol. 41, no. 1/2, pp. 85-107, 2001. (Pubitemid 32512207)
    • (2001) International Journal of Computer Vision , vol.41 , Issue.1-2 , pp. 85-107
    • Fleuret, F.1    Geman, D.2
  • 53
    • 0034206769 scopus 로고    scopus 로고
    • A Trainable System for Object Detection
    • C. Papageorgiou and T. Poggio, "A Trainable System for Object Detection," Int'l J. Computer Vision, vol. 38, no. 1, pp. 15-33, 2000.
    • (2000) Int'l J. Computer Vision , vol.38 , Issue.1 , pp. 15-33
    • Papageorgiou, C.1    Poggio, T.2
  • 57
    • 39749124915 scopus 로고    scopus 로고
    • Robust Object Detection with Interleaved Categorization and Segmentation
    • May
    • B. Leibe, A. Leonardis, and B. Schiele, "Robust Object Detection with Interleaved Categorization and Segmentation," Int'l J. Computer Vision, vol. 77, no. 1-3, pp. 259-289, May 2008.
    • (2008) Int'l J. Computer Vision , vol.77 , Issue.1-3 , pp. 259-289
    • Leibe, B.1    Leonardis, A.2    Schiele, B.3
  • 66
    • 70449396219 scopus 로고    scopus 로고
    • A Fast Stereo-Based System for Detecting and Tracking Pedestrians from a Moving Vehicle
    • M. Bajracharya, B. Moghaddam, A. Howard, S. Brennan, and L.H. Matthies, "A Fast Stereo-Based System for Detecting and Tracking Pedestrians from a Moving Vehicle," Int'l J. Robotics Research, vol. 28, pp. 1466-1485, 2009.
    • (2009) Int'l J. Robotics Research , vol.28 , pp. 1466-1485
    • Bajracharya, M.1    Moghaddam, B.2    Howard, A.3    Brennan, S.4    Matthies, L.H.5
  • 68
    • 84898451704 scopus 로고
    • A Characterization of the Exponential Function
    • S.G. Ghurye, "A Characterization of the Exponential Function," The Am. Math. Monthly, vol. 64, no. 4, pp. 255-257, 1957.
    • (1957) The Am. Math. Monthly , vol.64 , Issue.4 , pp. 255-257
    • Ghurye, S.G.1
  • 69
    • 0034164230 scopus 로고    scopus 로고
    • Additive Logistic Regression: A Statistical View of Boosting
    • J. Friedman, T. Hastie, and R. Tibshirani, "Additive Logistic Regression: A Statistical View of Boosting," Annals of Statistics, vol. 38, no. 2, pp. 337-374, 2000.
    • (2000) Annals of Statistics , vol.38 , Issue.2 , pp. 337-374
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.