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Volumn 4, Issue 3, 2011, Pages 402-423

Biologically-inspired visual attention features for a vehicle classification task

Author keywords

Dissimilarity; Feature extraction; Machine learning; Saliency; Support vector machines; Vehicle classification; Visual attention

Indexed keywords

BEHAVIORAL RESEARCH; CLASSIFICATION (OF INFORMATION); SUPPORT VECTOR MACHINES;

EID: 80052656889     PISSN: None     EISSN: 11785608     Source Type: Journal    
DOI: 10.21307/ijssis-2017-447     Document Type: Article
Times cited : (20)

References (26)
  • 1
    • 60649120730 scopus 로고    scopus 로고
    • Computational Object Recognition: A Biologically Motivated Approach
    • T. C. Kietzmann, S. Lange and M. Riedmiller, "Computational Object Recognition: A Biologically Motivated Approach", Biological Cybernetics, vol. 100, pp. 59-79, 2009.
    • (2009) Biological Cybernetics , vol.100 , pp. 59-79
    • Kietzmann, T.C.1    Lange, S.2    Riedmiller, M.3
  • 3
    • 36849063074 scopus 로고    scopus 로고
    • Using Biologically Inspired Features for Face Processing, Int
    • E. Meyers and L. Wolf, "Using Biologically Inspired Features for Face Processing", Int. Journal of Computer Vision, vol. 76, pp. 93-104, 2008.
    • (2008) Journal of Computer Vision , vol.76 , pp. 93-104
    • Meyers, E.1    Wolf, L.2
  • 4
    • 79952819004 scopus 로고    scopus 로고
    • Attentional Selection for Object Recognition -a Gentle Way, Biologically Motivated Computer Vision, Lecture Notes in Computer Science
    • D. Walther, L. Itti, M. Riesenhuber, T. Poggio, and C. Koch, "Attentional Selection for Object Recognition -a Gentle Way", Biologically Motivated Computer Vision, Lecture Notes in Computer Science, Springer, vol. 2525, pp. 472-479, 2002.
    • (2002) Springer , vol.2525 , pp. 472-479
    • Walther, D.1    Itti, L.2    Riesenhuber, M.3    Poggio, T.4    Koch, C.5
  • 5
    • 56049103514 scopus 로고    scopus 로고
    • Attentional Landmarks and Active Gaze Control for Visual SLAM
    • S. Frintrop, and P. Jensfelt, "Attentional Landmarks and Active Gaze Control for Visual SLAM", IEEE Trans. Robotics, vol. 24, no. 5, pp. 1054-1065, 2008.
    • (2008) IEEE Trans. Robotics , vol.24 , Issue.5 , pp. 1054-1065
    • Frintrop, S.1    Jensfelt, P.2
  • 6
    • 77955637257 scopus 로고    scopus 로고
    • Computational Visual Attention Systems and their Cognitive Foundations: A Survey
    • S. Frintrop, E. Rome, and H. Christensen, "Computational Visual Attention Systems and their Cognitive Foundations: A Survey", ACM Trans. Applied Perception, vol. 7, no. 11, pp. 1-46, 2010.
    • (2010) ACM Trans. Applied Perception , vol.7 , Issue.11 , pp. 1-46
    • Frintrop, S.1    Rome, E.2    Christensen, H.3
  • 7
    • 33947236748 scopus 로고    scopus 로고
    • Rapid Biologically-Inspired Scene Classification Using Features Shared with Visual Attention
    • C. Siagian, and L. Itti, "Rapid Biologically-Inspired Scene Classification Using Features Shared with Visual Attention", IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 2, pp. 300-312, 2007.
    • (2007) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.29 , Issue.2 , pp. 300-312
    • Siagian, C.1    Itti, L.2
  • 8
    • 69249208586 scopus 로고    scopus 로고
    • Biologically Inspired Mobile Robot Vision Localization
    • C. Siagian, and L. Itti, "Biologically Inspired Mobile Robot Vision Localization", IEEE Trans. Robotics, vol. 25, no. 4, pp. 861-873, 2009.
    • (2009) IEEE Trans. Robotics , vol.25 , Issue.4 , pp. 861-873
    • Siagian, C.1    Itti, L.2
  • 9
    • 77949365143 scopus 로고    scopus 로고
    • An Active Vision System for Detecting, Fixating and Manipulating Objects in the Real World
    • B. Rasolzadeh, M. Björkman, K. Huebner and D. Kragic, "An Active Vision System for Detecting, Fixating and Manipulating Objects in the Real World", Int. Journal of Robotics Research, vol. 29, issue 2-3, pp. 133-154, 2010.
    • (2010) Int. Journal of Robotics Research , vol.29 , Issue.2-3 , pp. 133-154
    • Rasolzadeh, B.1    Björkman, M.2    Huebner, K.3    Kragic, D.4
  • 11
    • 67650317480 scopus 로고    scopus 로고
    • A Neural Network Based Vehicle Classification System for Pervasive Smart Road Security
    • N. Xiong, J. He, J. H. Park, D. Cooley, and Y. Li, "A Neural Network Based Vehicle Classification System for Pervasive Smart Road Security", Universal Computer Science, vol. 15, pp. 1119-1142, 2009.
    • (2009) Universal Computer Science , vol.15 , pp. 1119-1142
    • Xiong, N.1    He, J.2    Park, J.H.3    Cooley, D.4    Li, Y.5
  • 12
    • 38148998634 scopus 로고    scopus 로고
    • Cascade of Classifiers for Vehicle Detection
    • J. Blanc-Talon et al. (Eds.): ACIVS 2007 LNCS
    • D. Ponsa, and A. Lopez, "Cascade of Classifiers for Vehicle Detection", J. Blanc-Talon et al. (Eds.): ACIVS 2007, Lecture Notes in Computer Science, LNCS 4678, pp. 980-989, 2007.
    • (2007) Lecture Notes in Computer Science , vol.4678 , pp. 980-989
    • Ponsa, D.1    Lopez, A.2
  • 13
    • 40649092105 scopus 로고    scopus 로고
    • Vision-based Vehicle Type Classification Using Partial Gabor Filter Bank, Proc. IEEE Int. Conf. Automation and Logistics, Jinan
    • P. Ji, L. Jin, and X. Li, "Vision-based Vehicle Type Classification Using Partial Gabor Filter Bank", Proc. IEEE Int. Conf. Automation and Logistics, Jinan, China, pp. 1037-1040, 2007.
    • (2007) China , pp. 1037-1040
    • Ji, P.1    Jin, L.2    Li, X.3
  • 15
    • 33745920531 scopus 로고    scopus 로고
    • Edge-based rich representation for vehicle classification
    • X. Ma, W. Eric, and L. Grimson, "Edge-based rich representation for vehicle classification", Proc. Int. Conf. Computer Vision, vol. 2, pp. 1185-1192, 2005.
    • (2005) Proc. Int. Conf. Computer Vision , vol.2 , pp. 1185-1192
    • Ma, X.1    Eric, W.2    Grimson, L.3
  • 16
    • 33745905912 scopus 로고    scopus 로고
    • Neural Network Approach to Identify Model of Vehicles
    • Springer, J. Wang et al. (Eds. ): ISNN 2006
    • H. J. Lee, "Neural Network Approach to Identify Model of Vehicles", J. Wang et al. (Eds.): ISNN 2006, Lecture Notes in Computer Science, vol. 3973, Springer, pp. 66-72, 2006.
    • (2006) Lecture Notes in Computer Science , vol.3973 , pp. 66-72
    • Lee, H.J.1
  • 17
    • 33646401060 scopus 로고    scopus 로고
    • Vehicle Classification System with Local-Feature Based Algorithm Using CG Model Images
    • T. Yoshida, S. Mohottala, M. Kagesawa and K. Ikeuchi, "Vehicle Classification System with Local-Feature Based Algorithm Using CG Model Images", IEICE Trans., vol. E00A, no. 12, pp. 1-8, 2002.
    • (2004) IEICE Trans , vol.E00A , Issue.12 , pp. 1-8
    • Yoshida, T.1    Mohottala, S.2    Kagesawa, M.3    Ikeuchi, K.4
  • 20
    • 79956264839 scopus 로고    scopus 로고
    • Vehicle Classification Based on Soft Computing Algorithms
    • M. Szczuka et al. (Eds.): RSCTC 2010 Springer
    • P. Dalka, and A. Czyzewski, "Vehicle Classification Based on Soft Computing Algorithms", M. Szczuka et al. (Eds.): RSCTC 2010, Lecture Notes in Artificial Intelligence, vol. 6086, Springer, pp. 70-79, 2010.
    • (2010) Lecture Notes in Artificial Intelligence , vol.6086 , pp. 70-79
    • Dalka, P.1    Czyzewski, A.2
  • 21
    • 54249157401 scopus 로고    scopus 로고
    • Multi-class Vehicle Type Recognition System
    • L. Prevost S. Marinai, and F. Schwenker (Eds. ): ANNPR 2008 Springer
    • X. Clady, P. Negri, M. Milgram, and R. Poulenard, "Multi-class Vehicle Type Recognition System", L. Prevost, S. Marinai, and F. Schwenker (Eds.): ANNPR 2008, Lecture Notes in Artificial Intelligence, vol. 5064, Springer, pp. 228-239, 2008.
    • (2008) Lecture Notes in Artificial Intelligence , vol.5064 , pp. 228-239
    • Clady, X.1    Negri, P.2    Milgram, M.3    Poulenard, R.4
  • 22
    • 0032204063 scopus 로고    scopus 로고
    • A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
    • L. Itti, C. Koch, and E. Niebur, "A Model of Saliency-Based Visual Attention for Rapid Scene Analysis", IEEE Trans. Pattern Analysis Machine Intelligence, vol. 20, no. 11, pp. 1254-1259, 1998.
    • (1998) IEEE Trans. Pattern Analysis Machine Intelligence , vol.20 , Issue.11 , pp. 1254-1259
    • Itti, L.1    Koch, C.2    Niebur, E.3
  • 23
    • 85046060206 scopus 로고    scopus 로고
    • Available online
    • Available online, www.izmostock.com/
  • 24
    • 85046061024 scopus 로고    scopus 로고
    • Least-Squares Support Vector Machines (LSSVM) Matlab Toolbox, available online
    • Least-Squares Support Vector Machines (LSSVM) Matlab Toolbox, available online, http://www.esat.kuleuven.be/sista/lssvmlab/.
  • 25
    • 80052689985 scopus 로고    scopus 로고
    • SIFT Point Detector Matlab implementation, available online
    • S. Ettinger, SIFT Point Detector Matlab implementation, available online, http://robots.stanford.edu/cs223b04/MatlabSIFT.zip.
    • Ettinger, S.1
  • 26
    • 0001466773 scopus 로고
    • A combined corner and edge detector, Proc. Vision Conference
    • C. G. Harris, and M. J. Stephens, "A combined corner and edge detector", Proc. Vision Conference, Manchester, pp 147-151, 1988.
    • (1988) Manchester , pp. 147-151
    • Harris, C.G.1    Stephens, M.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.