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Volumn 71, Issue 16-18, 2008, Pages 3253-3263

A hierarchical learning network for face detection with in-plane rotation

Author keywords

Bootstrap training method; Convolutional neural network; Feedforward neural network; Rotation invariant face detection; Scale invariant face detection; Shunting inhibitory neurons

Indexed keywords

CLASSIFIERS; FACE RECOGNITION; FEEDFORWARD NEURAL NETWORKS; IMAGE CLASSIFICATION; LEARNING SYSTEMS; MINES; REAL TIME SYSTEMS; ROTATION; SIGNAL DETECTION; VEGETATION;

EID: 56549104600     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2008.04.036     Document Type: Conference Paper
Times cited : (11)

References (54)
  • 1
    • 0036738759 scopus 로고    scopus 로고
    • Two highly efficient second-order algorithms for training feedforward networks
    • N. Ampazis, and S.J. Perantonis Two highly efficient second-order algorithms for training feedforward networks IEEE Trans. Neural Networks 13 5 2002 1064 1074
    • (2002) IEEE Trans. Neural Networks , vol.13 , Issue.5 , pp. 1064-1074
    • Ampazis, N.1    Perantonis, S.J.2
  • 7
    • 0016974698 scopus 로고
    • Position, rotation and scale-invariant optical correlation
    • D. Casasent, and D. Psaltis Position, rotation and scale-invariant optical correlation Appl. Opt. 15 7 1976 1795 1799
    • (1976) Appl. Opt. , vol.15 , Issue.7 , pp. 1795-1799
    • Casasent, D.1    Psaltis, D.2
  • 10
    • 0026836060 scopus 로고
    • Rotation-invariant neural pattern recognition system with application to coin recognition
    • M. Fukumi, S. Omatu, F. Takeda, and T. Kosada Rotation-invariant neural pattern recognition system with application to coin recognition IEEE Trans. Neural Networks 3 2 1992 272 279
    • (1992) IEEE Trans. Neural Networks , vol.3 , Issue.2 , pp. 272-279
    • Fukumi, M.1    Omatu, S.2    Takeda, F.3    Kosada, T.4
  • 11
    • 0019152630 scopus 로고
    • Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
    • K. Fukushima Neocognitron: a self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position Biol. Cybern. 36 4 1980 193 202
    • (1980) Biol. Cybern. , vol.36 , Issue.4 , pp. 193-202
    • Fukushima, K.1
  • 12
    • 0023846591 scopus 로고
    • Neocognitron: A hierarchical neural network capable of visual pattern recognition
    • K. Fukushima Neocognitron: a hierarchical neural network capable of visual pattern recognition Neural Networks 1 2 1988 119 130
    • (1988) Neural Networks , vol.1 , Issue.2 , pp. 119-130
    • Fukushima, K.1
  • 13
    • 12844263684 scopus 로고    scopus 로고
    • Convolutional face finder: A neural architecture for fast and robust face detection
    • C. Garcia, and M. Delakis Convolutional face finder: a neural architecture for fast and robust face detection IEEE Trans. Pattern Anal. Mach. Intell. 26 11 2004 1408 1423
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , Issue.11 , pp. 1408-1423
    • Garcia, C.1    Delakis, M.2
  • 14
    • 0023513717 scopus 로고
    • Learning, invariance, and generalization in a high-order neural network
    • C.L. Giles, and T. Maxwell Learning, invariance, and generalization in a high-order neural network Appl. Opt. 26 23 1987 4972 4978
    • (1987) Appl. Opt. , vol.26 , Issue.23 , pp. 4972-4978
    • Giles, C.L.1    Maxwell, T.2
  • 16
    • 0031075119 scopus 로고    scopus 로고
    • Moment-based image normalization with high noise tolerance
    • M. Gruber, and K.Y. Hsu Moment-based image normalization with high noise tolerance IEEE Trans. Pattern Anal. Mach. Intell. 19 2 1997 136 139
    • (1997) IEEE Trans. Pattern Anal. Mach. Intell. , vol.19 , Issue.2 , pp. 136-139
    • Gruber, M.1    Hsu, K.Y.2
  • 18
    • 84937655864 scopus 로고
    • Visual pattern recognition by moment invariants
    • M.K. Hu Visual pattern recognition by moment invariants IRE Trans. Inf. Theory 8 1962 179 187
    • (1962) IRE Trans. Inf. Theory , vol.8 , pp. 179-187
    • Hu, M.K.1
  • 20
    • 4544325922 scopus 로고    scopus 로고
    • Technical Report TR2003-96, Mitsubishi Electric Research Laboratories
    • M. Jones, P. Viola, Fast multi-view face detection, Technical Report TR2003-96, Mitsubishi Electric Research Laboratories, 2003.
    • (2003) Fast Multi-view Face Detection
    • Jones, M.1    Viola, P.2
  • 21
    • 0025446873 scopus 로고
    • Classification on invariant image representations using a neural network
    • A. Khotanzad, and J.H. Lu Classification on invariant image representations using a neural network IEEE Trans. Acoust. Speech Signal Process. 38 1990 1028 1038
    • (1990) IEEE Trans. Acoust. Speech Signal Process. , vol.38 , pp. 1028-1038
    • Khotanzad, A.1    Lu, J.H.2
  • 22
    • 0002291365 scopus 로고
    • Generalization and network design strategies
    • R. Pfeifer Z. Schreter F. Fogelman L. Steels Elsevier Zurich Switzerland
    • Y. LeCun Generalization and network design strategies R. Pfeifer Z. Schreter F. Fogelman L. Steels Connectionism in Perspective 1989 Elsevier Zurich Switzerland
    • (1989) Connectionism in Perspective
    • Lecun, Y.1
  • 23
    • 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 86 11 1998 2278 2324
    • (1998) Proc. IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • Lecun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 24
    • 0025198787 scopus 로고
    • Group invariant pattern recognition
    • R. Lenz Group invariant pattern recognition Pattern Recognition 23 1990 199 217
    • (1990) Pattern Recognition , vol.23 , pp. 199-217
    • Lenz, R.1
  • 27
    • 0026835689 scopus 로고
    • Translation, rotation, and scale invariant pattern recognition by higher-order neural networks and moment classifiers
    • S.J. Perantonis, and P.J. Lisboa Translation, rotation, and scale invariant pattern recognition by higher-order neural networks and moment classifiers IEEE Trans. Neural Networks 3 2 1992 241 251
    • (1992) IEEE Trans. Neural Networks , vol.3 , Issue.2 , pp. 241-251
    • Perantonis, S.J.1    Lisboa, P.J.2
  • 28
    • 13344275139 scopus 로고    scopus 로고
    • Skin segmentation using color pixel classification: Analysis and comparison
    • S.L. Phung, A. Bouzerdoum, and D. Chai Skin segmentation using color pixel classification: analysis and comparison IEEE Trans. Pattern Anal. Mach. Intell. 27 1 2005 148 154
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.1 , pp. 148-154
    • Phung, S.L.1    Bouzerdoum, A.2    Chai, D.3
  • 36
  • 37
    • 0019047147 scopus 로고
    • Image analysis via the general theory of moments
    • M. Teague Image analysis via the general theory of moments J. Opt. Soc. Am. 70 8 1980 920 930
    • (1980) J. Opt. Soc. Am. , vol.70 , Issue.8 , pp. 920-930
    • Teague, M.1
  • 40
    • 19344373705 scopus 로고    scopus 로고
    • Efficient training algorithms for a class of shunting inhibitory convolutional neural networks
    • F.H.C. Tivive, and A. Bouzerdoum Efficient training algorithms for a class of shunting inhibitory convolutional neural networks IEEE Trans. Neural Networks 16 3 2005 541 556
    • (2005) IEEE Trans. Neural Networks , vol.16 , Issue.3 , pp. 541-556
    • Tivive, F.H.C.1    Bouzerdoum, A.2
  • 41
    • 33750684980 scopus 로고    scopus 로고
    • Rotation invariant face detection using convolutional neural networks
    • Springer Berlin/Heidelberg
    • F.H.C. Tivive, and A. Bouzerdoum Rotation invariant face detection using convolutional neural networks Neural Information Processing vol. 4233 2006 Springer Berlin/Heidelberg 260 269
    • (2006) Neural Information Processing , vol.4233 , pp. 260-269
    • Tivive, F.H.C.1    Bouzerdoum, A.2
  • 43
    • 56349157343 scopus 로고    scopus 로고
    • Application of siconnets to handwritten digit recognition
    • F.H.C. Tivive, and A. Bouzerdoum Application of siconnets to handwritten digit recognition Int. J. Comput. Intell. Appl. 6 1 2006 45 59
    • (2006) Int. J. Comput. Intell. Appl. , vol.6 , Issue.1 , pp. 45-59
    • Tivive, F.H.C.1    Bouzerdoum, A.2
  • 48
    • 0034842456 scopus 로고    scopus 로고
    • A hybrid learning network for shift-invariant recognition
    • R. Wang A hybrid learning network for shift-invariant recognition Neural Networks 14 8 2001 1061 1073
    • (2001) Neural Networks , vol.14 , Issue.8 , pp. 1061-1073
    • Wang, R.1
  • 49
    • 56549089558 scopus 로고    scopus 로고
    • Rotation invariant face detection using spectral histograms and support vector machines
    • C.A. Waring, and L. Xiuwen Rotation invariant face detection using spectral histograms and support vector machines IEEE International Conference on Image Processing 2006 677 680
    • (2006) IEEE International Conference on Image Processing , pp. 677-680
    • Waring, C.A.1    Xiuwen, L.2
  • 50
    • 0029669421 scopus 로고    scopus 로고
    • Invariant pattern recognition: A review
    • J. Wood Invariant pattern recognition: a review Pattern Recognition 29 1 1996 1 17
    • (1996) Pattern Recognition , vol.29 , Issue.1 , pp. 1-17
    • Wood, J.1
  • 53
    • 0000320045 scopus 로고    scopus 로고
    • A SNoW-based face detector
    • S. Solla T.K. Leen K.-R. Müller MIT Press Cambridge, MA
    • M.-H. Yang, D. Roth, and N. Ahuja A SNoW-based face detector S. Solla T.K. Leen K.-R. Müller Advances in Neural Information Processing Systems vol. 12 2000 MIT Press Cambridge, MA 855 861
    • (2000) Advances in Neural Information Processing Systems , vol.12 , pp. 855-861
    • Yang, M.-H.1    Roth, D.2    Ahuja, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.