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Volumn 40, Issue 9, 2013, Pages 3679-3687

Design of a visual perception model with edge-adaptive Gabor filter and support vector machine for traffic sign detection

Author keywords

Ensemble learning; Gabor filter; Generalization; Machine learning; Scale space; Support vector machine; Traffic sign detection

Indexed keywords

AND FILTERS; CLUTTERED SCENES; COLOR INFORMATION; DIRECTIONAL INFORMATION; DRIVING ASSISTANCE SYSTEMS; ENSEMBLE LEARNING; GABOR FUNCTION; GENERALIZATION; HUMAN VISUAL PERCEPTION; REAL-WORLD; REGION-OF-INTEREST ANALYSIS; ROBUST PERFORMANCE; ROBUST RECOGNITION; SCALE-SPACE; SCALE-SPACE THEORY; SCALING PROBLEM; TRAFFIC DETECTION; TRAFFIC SIGN DETECTION; VISUAL PERCEPTION MODELS;

EID: 84874662791     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.12.072     Document Type: Article
Times cited : (55)

References (27)
  • 3
    • 75649092674 scopus 로고    scopus 로고
    • Environment classification and hierarchical lane detection for structured and unstructured roads
    • H.-Y. Cheng, C.-C. Yu, C.-C. Tseng, K.-C. Fan, J.-N. Hwang, and B.-S. Jeng Environment classification and hierarchical lane detection for structured and unstructured roads Computer Vision, IET 4 2010 37 49
    • (2010) Computer Vision, IET , vol.4 , pp. 37-49
    • Cheng, H.-Y.1    Yu, C.-C.2    Tseng, C.-C.3    Fan, K.-C.4    Hwang, J.-N.5    Jeng, B.-S.6
  • 4
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • J.C.B. Christopher A tutorial on support vector machines for pattern recognition Data Mining and Knowledge Discovery 2 1998 121 167
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 121-167
    • Christopher, J.C.B.1
  • 5
    • 0022098435 scopus 로고
    • Uncertainty relations for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters
    • J.G. Daugman Uncertainty relations for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters Journal of the Optical Society of American 2 1985 1160 1169
    • (1985) Journal of the Optical Society of American , vol.2 , pp. 1160-1169
    • Daugman, J.G.1
  • 11
    • 80052969569 scopus 로고    scopus 로고
    • Probabilistic lane estimation for autonomous driving using basis curves
    • A. Huang, and S. Teller Probabilistic lane estimation for autonomous driving using basis curves Autonomous Robots, Springer Netherlands 31 2011 269 283
    • (2011) Autonomous Robots, Springer Netherlands , vol.31 , pp. 269-283
    • Huang, A.1    Teller, S.2
  • 12
    • 84874662470 scopus 로고    scopus 로고
    • ICMLA (International Conference on Machine Learning and Applications).
    • ICMLA (International Conference on Machine Learning and Applications). (2011). StreetView Recognition Challenge, < http://www.icmla-conference.org/ icmla11/ >.
    • (2011) StreetView Recognition Challenge
  • 13
    • 0023583669 scopus 로고
    • An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex
    • J.P. Jones, and L.A. Palmer An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex Journal of Neurophysiology 58 1987 1233 1258
    • (1987) Journal of Neurophysiology , vol.58 , pp. 1233-1258
    • Jones, J.P.1    Palmer, L.A.2
  • 14
    • 0346750538 scopus 로고    scopus 로고
    • Texture-based approach for text detection in images using support vector machines and continuously adaptive mean shift algorithm
    • K.I. Kim.; K.C. Chung, and J.H. Kim Texture-based approach for text detection in images using support vector machines and continuously adaptive mean shift algorithm IEEE Transactions on Pattern Analysis and Machine Intelligence 25 2003 1631 1639
    • (2003) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.25 , pp. 1631-1639
    • Kim, K.I.1    Chung, K.C.2    Kim, J.H.3
  • 16
    • 84874647809 scopus 로고    scopus 로고
    • Pedestrian detection for intelligent transportation systems combining Adaboost algorithm and support vector machine
    • G. Lie, P.-S. Ge, M.-H. Zhang, L.-H. Li, and Y.-B. Zhang Pedestrian detection for intelligent transportation systems combining Adaboost algorithm and support vector machine Expert Systems with Applications 2011 13
    • (2011) Expert Systems with Applications , pp. 13
    • Lie, G.1    Ge, P.-S.2    Zhang, M.-H.3    Li, L.-H.4    Zhang, Y.-B.5
  • 17
    • 77956342321 scopus 로고    scopus 로고
    • Investigation of driver performance with night vision and pedestrian detection systems - Part I: Empirical study on visual clutter and glance behavior
    • J.H. Lim, O. Tsimhoni, and Y. Liu Investigation of driver performance with night vision and pedestrian detection systems - Part I: Empirical study on visual clutter and glance behavior IEEE Transactions on Intelligent Transportation Systems 11 2010 670 677
    • (2010) IEEE Transactions on Intelligent Transportation Systems , vol.11 , pp. 670-677
    • Lim, J.H.1    Tsimhoni, O.2    Liu, Y.3
  • 19
    • 33644981417 scopus 로고    scopus 로고
    • Video-based lane estimation and tracking for driver assistance: Survey, system, and evaluation
    • J.C. McCall, and M.M. Trivedi Video-based lane estimation and tracking for driver assistance: Survey, system, and evaluation IEEE Transactions on Intelligent Transportation Systems 7 2006 20 37
    • (2006) IEEE Transactions on Intelligent Transportation Systems , vol.7 , pp. 20-37
    • McCall, J.C.1    Trivedi, M.M.2
  • 21
    • 77952882209 scopus 로고    scopus 로고
    • Emergent self-organizing feature map for recognizing road sign images
    • Y.-Y. Nguwi, and S.-Y. Cho Emergent self-organizing feature map for recognizing road sign images Neural Computing and Applications 19 2010 601 615
    • (2010) Neural Computing and Applications , vol.19 , pp. 601-615
    • Nguwi, Y.-Y.1    Cho, S.-Y.2
  • 23
  • 25
    • 0032209062 scopus 로고    scopus 로고
    • Feature detection with automatic scale selection
    • L. Tony Feature detection with automatic scale selection International Journal of Computer Vision 30 1998 77 116
    • (1998) International Journal of Computer Vision , vol.30 , pp. 77-116
    • Tony, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.