메뉴 건너뛰기




Volumn 26, Issue 11, 2004, Pages 1408-1423

Convolutional face finder: A neural architecture for fast and robust face detection

Author keywords

Convolutional networks; Face detection; Machine learning; Neural networks

Indexed keywords

CONVOLUTION; EDGE DETECTION; FEATURE EXTRACTION; LEARNING SYSTEMS; NEURAL NETWORKS; SENSITIVITY ANALYSIS;

EID: 12844263684     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2004.97     Document Type: Article
Times cited : (479)

References (39)
  • 3
    • 0030216165 scopus 로고    scopus 로고
    • "Locating Human Faces in Photographs"
    • V. Govindaraju, "Locating Human Faces in Photographs," Int'l J. Computer Vision, vol. 19, no. 2, pp. 129-146, 1996.
    • (1996) Int'l. J. Computer Vision , vol.19 , Issue.2 , pp. 129-146
    • Govindaraju, V.1
  • 4
    • 0028194734 scopus 로고
    • "Human Face Detection in Complex Background"
    • G. Yang and T.S. Huang, "Human Face Detection in Complex Background," Pattern Recognition, vol. 27, no. 1, pp. 53-63, 1994.
    • (1994) Pattern Recognition , vol.27 , Issue.1 , pp. 53-63
    • Yang, G.1    Huang, T.S.2
  • 5
    • 0000143648 scopus 로고    scopus 로고
    • "Face Detection Using Quantized Skin Color Regions Merging and Wavelet Packet Analysis"
    • C. Garcia and G. Tziritas, "Face Detection Using Quantized Skin Color Regions Merging and Wavelet Packet Analysis," IEEE Trans. Multimedia vol. 1, no. 3, pp. 264-277, 1999.
    • (1999) IEEE Trans. Multimedia , vol.1 , Issue.3 , pp. 264-277
    • Garcia, C.1    Tziritas, G.2
  • 8
    • 0030397819 scopus 로고    scopus 로고
    • "Extracting Facial Features by an Inhibitory Mechanism Based on Gradient Distributions"
    • C.C Lin and W.C. Lin, "Extracting Facial Features by an Inhibitory Mechanism Based on Gradient Distributions," Pattern Recognition, vol. 29, pp. 2079-2101, 1996.
    • (1996) Pattern Recognition , vol.29 , pp. 2079-2101
    • Lin, C.C.1    Lin, W.C.2
  • 12
    • 0000519459 scopus 로고    scopus 로고
    • "Feature-Based Human Face Detection"
    • K. Yow and R. Cipolla, "Feature-Based Human Face Detection," Image and Vision Computing, vol. 15, no. 9, pp. 713-735, 1997.
    • (1997) Image and Vision Computing , vol.15 , Issue.9 , pp. 713-735
    • Yow, K.1    Cipolla, R.2
  • 13
    • 0032020981 scopus 로고    scopus 로고
    • "Facial Feature Detection Using Geometrical Face Model: An Efficient Approach"
    • S. Jeng, H. Yao, C. Han, M. Chem, and Y. Liu, "Facial Feature Detection Using Geometrical Face Model: An Efficient Approach," Pattern Recognition, vol. 31, no. 3, pp. 273-282, 1998.
    • (1998) Pattern Recognition , vol.31 , Issue.3 , pp. 273-282
    • Jeng, S.1    Yao, H.2    Han, C.3    Chem, M.4    Liu, Y.5
  • 14
    • 0033722202 scopus 로고    scopus 로고
    • "Real-Time Face Location on Gray-Scale Static Images"
    • D. Maio and D. Maltoni, "Real-Time Face Location on Gray-Scale Static Images," Pattern Recognition, vol. 33, pp. 1525-1539, 2000.
    • (2000) Pattern Recognition , vol.33 , pp. 1525-1539
    • Maio, D.1    Maltoni, D.2
  • 15
    • 0032203257 scopus 로고    scopus 로고
    • "Gradient-Based Learning Applied to Document Recognition"
    • Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, "Gradient-Based Learning Applied to Document Recognition," Proc. IEEE, vol. 86, no. 11, pp. 2278-2324, 1998.
    • (1998) Proc. IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • LeCun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 16
    • 0031648023 scopus 로고    scopus 로고
    • "Example-Based Learning for View-Based Human Face Detection"
    • Jan
    • K. Sung and T. Poggio, "Example-Based Learning for View-Based Human Face Detection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 20, no. 1, pp. 39-51, Jan. 1998.
    • (1998) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.20 , Issue.1 , pp. 39-51
    • Sung, K.1    Poggio, T.2
  • 19
    • 0033886944 scopus 로고    scopus 로고
    • "Wavelet Packet Analysis for Face Recognition"
    • C. Garcia and G. Tziritas, "Wavelet Packet Analysis for Face Recognition," Image and Vision Computing, vol. 18, no. 4, pp. 289-297, 200.
    • (2000) Image and Vision Computing , vol.18 , Issue.4 , pp. 289-297
    • Garcia, C.1    Tziritas, G.2
  • 21
    • 0038719890 scopus 로고    scopus 로고
    • "A Bayesian Discriminating Features Method for Face Detection"
    • June
    • C. Liu, "A Bayesian Discriminating Features Method for Face Detection," IEEE Trans. Pattern Analysis and Machine Intelligence vol. 25, no. 6, pp. 725-740, June 2003.
    • (2003) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.25 , Issue.6 , pp. 725-740
    • Liu, C.1
  • 25
    • 5044220874 scopus 로고    scopus 로고
    • "Coarse-to-Fine Face Detection"
    • F. Fleuret and D. Geman, "Coarse-to-Fine Face Detection," Int'l J. Computer Vision, vol. 20, pp. 1157-1163, 2003.
    • (2003) Int'l. J. Computer Vision , vol.20 , pp. 1157-1163
    • Fleuret, F.1    Geman, D.2
  • 28
    • 0002291365 scopus 로고
    • "Generalization and Network Design Strategies"
    • R. Pfeifer, Z. Schreter, F. Fogelman, and L. Steels, eds., Zurich, Switzerland: Elsevier
    • Y. LeCun, "Generalization and Network Design Strategies," Connectionism in Perspective, R. Pfeifer, Z. Schreter, F. Fogelman, and L. Steels, eds., Zurich, Switzerland: Elsevier, 1989.
    • (1989) Connectionism in Perspective
    • LeCun, Y.1
  • 30
    • 0013330780 scopus 로고
    • "Centered-Object Integrated Segmentation and Recognition of Overlapping Hand-Printed Characters"
    • G. Martin, "Centered-Object Integrated Segmentation and Recognition of Overlapping Hand-Printed Characters," Neural Computation, vol. 5, pp. 419429, 1993.
    • (1993) Neural Computation , vol.5 , pp. 419-429
    • Martin, G.1
  • 31
    • 84943270948 scopus 로고
    • "Multi-Resolution Neural Networks for Omnifont Character Recognition"
    • J. Wang and J. Jean, "Multi-Resolution Neural Networks for Omnifont Character Recognition," Proc. Int'l Conf. Neural Networks, vol. 3, pp. 1588-1593, 1993.
    • (1993) Proc. Int'l. Conf. Neural Networks , vol.3 , pp. 1588-1593
    • Wang, J.1    Jean, J.2
  • 32
    • 0030737097 scopus 로고    scopus 로고
    • "Face Recognition: A Convolutional Neural Network Approach"
    • S. Lawrence, C. Gilles, A. Tsai, and A. Back, "Face Recognition: A Convolutional Neural Network Approach," IEEE Trans. Neural Networks vol. 8, no. 1, pp. 98-113, 1997.
    • (1997) IEEE Trans. Neural Networks , vol.8 , Issue.1 , pp. 98-113
    • Lawrence, S.1    Gilles, C.2    Tsai, A.3    Back, A.4
  • 34
    • 33645410496 scopus 로고
    • "Receptive Fields, Binocular Interaction and Functional Architecture in the Cat's Visual Cortex"
    • D. Hubel and T. Wiesel, "Receptive Fields, Binocular Interaction and Functional Architecture in the Cat's Visual Cortex," J. Physiology vol. 160, pp. 106-154, 1962.
    • (1962) J. Physiology , vol.160 , pp. 106-154
    • Hubel, D.1    Wiesel, T.2
  • 35
    • 0016758101 scopus 로고
    • "Cognitron: A Self-Organizing Multilayered Neural Network"
    • K. Fukushima, "Cognitron: A Self-Organizing Multilayered Neural Network," Biological Cybernetics, vol. 20, pp. 121-136, 1975.
    • (1975) Biological Cybernetics , vol.20 , pp. 121-136
    • Fukushima, K.1
  • 36
    • 12844249552 scopus 로고
    • "The Perception of Multiple Objects: A Connectionist Approach"
    • Cambridge, Mass.: MIT Press-Bradford Books
    • M. Mozer, "The Perception of Multiple Objects: A Connectionist Approach," Connectionism in Perspective. Cambridge, Mass.: MIT Press-Bradford Books, 1991.
    • (1991) Connectionism in Perspective
    • Mozer, M.1
  • 37
    • 12844289054 scopus 로고    scopus 로고
    • "A Neural Architecture for Fast and Robust Face Detection"
    • C. Garcia and M. Delakis, "A Neural Architecture for Fast and Robust Face Detection," Proc. Int'l Conf. Pattern Recognition, vol. 2, pp. 44-48, 2002.
    • (2002) Proc. Int'l. Conf. Pattern Recognition , vol.2 , pp. 44-48
    • Garcia, C.1    Delakis, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.