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Volumn 19, Issue 6, 2011, Pages 1034-1047

A flexible parallel hardware architecture for AdaBoost-based real-time object detection

Author keywords

Object detection; systolic arrays; VLSI

Indexed keywords

DETECTION ALGORITHM; FAVORABLE CONDITIONS; FRAME RATE; HARDWARE ARCHITECTURE; IMAGE FRAMES; INPUT IMAGE; LARGE IMAGES; OBJECT DETECTION; OBJECT DETECTION ALGORITHMS; OPERATING ENVIRONMENT; PARALLEL HARDWARE; REAL-TIME DETECTION; REGISTER TRANSFER LEVEL; SOFTWARE IMPLEMENTATION; VLSI;

EID: 80455172754     PISSN: 10638210     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVLSI.2010.2048224     Document Type: Article
Times cited : (66)

References (30)
  • 3
    • 26844461132 scopus 로고    scopus 로고
    • Cascade AdaBoost classifiers with stage features optimization for cellular phone embedded face detection system
    • Advances in Natural Computation: First International Conference, ICNC 2005. Proceedings
    • X. Tang, Z. Ou, T. Su, and P. Zhao, "Cascade AdaBoost classifiers with stage features optimization for cellular phone embedded face detection system," in Proc. ICNC, 2005, pp. 688-697. (Pubitemid 41449636)
    • (2005) Lecture Notes in Computer Science , vol.3612 , Issue.PART 3 , pp. 688-697
    • Tang, X.1    Ou, Z.2    Su, T.3    Zhao, P.4
  • 4
    • 84857360554 scopus 로고    scopus 로고
    • Hardware-friendly detection of pedestrians from an on-board camera
    • Parma, Italy Jun.
    • Y. Abramson and B. Steux, "Hardware-friendly detection of pedestrians from an on-board camera," presented at the IEEE Intel. Veh. Symp. (IV), Parma, Italy, Jun. 2004.
    • (2004) IEEE Intel. Veh. Symp. (IV)
    • Abramson, Y.1    Steux, B.2
  • 6
    • 2142812371 scopus 로고    scopus 로고
    • Real-time object detection
    • May
    • P. Viola and M. Jones, "Real-time object detection," Int. J. Comput. Vision, vol. 57, no. 2, pp. 137-154, May 2004.
    • (2004) Int. J. Comput. Vision , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.1    Jones, M.2
  • 7
    • 0001963082 scopus 로고    scopus 로고
    • A short introduction to boosting
    • Sep.
    • Y. Freund and R. E. Schapire, "A short introduction to boosting," J. Japan. Soc. for Artif. Intel., vol. 14, no. 5, pp. 771-780, Sep. 1999.
    • (1999) J. Japan. Soc. for Artif. Intel. , vol.14 , Issue.5 , pp. 771-780
    • Freund, Y.1    Schapire, R.E.2
  • 9
    • 58649111259 scopus 로고    scopus 로고
    • Partially parallel architecture for Adaboost-based detection with Haar-like features
    • Jan.
    • M. Hiromoto, H. Sugano, and R. Miyamoto, "Partially parallel architecture for Adaboost-based detection with Haar-like features," IEEE Trans. Circuits Syst. for Video Technol., vol. 19, no. 1, pp. 41-52, Jan. 2009.
    • (2009) IEEE Trans. Circuits Syst. for Video Technol. , vol.19 , Issue.1 , pp. 41-52
    • Hiromoto, M.1    Sugano, H.2    Miyamoto, R.3
  • 16
    • 2342604951 scopus 로고    scopus 로고
    • Real-time face detection on a configurable hardware system
    • Monterey, CA
    • R. McCready, "Real-time face detection on a configurable hardware system," presented at the Int. Symp. Field Program. Gate Arrays, Monterey, CA, 2000.
    • (2000) Int. Symp. Field Program. Gate Arrays
    • McCready, R.1
  • 17
    • 0035438492 scopus 로고    scopus 로고
    • Face detection: A survey
    • DOI 10.1006/cviu.2001.0921
    • E. Hjelmås and B. K. Low, "Face detection: A survey," Comput. Vision Image Understanding, vol. 83, no. 3, pp. 236-274, Sep. 2001. (Pubitemid 33024376)
    • (2001) Computer Vision and Image Understanding , vol.83 , Issue.3 , pp. 236-274
    • Hjelmas, E.1    Low, B.K.2
  • 18
    • 84857361702 scopus 로고    scopus 로고
    • Intel Corp., Santa Clara CA Jun. [Online]
    • Intel Corp., Santa Clara, CA, "Intel OpenCV Library," Jun. 2009 [Online]. Available: http://sourceforge.net/projects/opencvlibrary/files/
    • (2009) Intel OpenCV Library
  • 19
    • 33845631308 scopus 로고    scopus 로고
    • Real time object detection for an unmanned aerial vehicle using an FPGA based vision system
    • DOI 10.1109/ROBOT.2006.1642134, 1642134, Proceedings 2006 IEEE International Conference on Robotics and Automation, ICRA 2006
    • A. Price, J. Pyke, D. Ashiri, and T. Cornall, "Real time object detection for an unmanned aerial vehicle using an FPGA based vision system," in Proc. IEEE Int. Conf. Robot. Autom., May 2006, pp. 2854-2859. (Pubitemid 44940497)
    • (2006) Proceedings - IEEE International Conference on Robotics and Automation , vol.2006 , pp. 2854-2859
    • Price, A.1    Pyke, J.2    Ashiri, D.3    Cornall, T.4
  • 20
    • 84951871831 scopus 로고    scopus 로고
    • Vehicle detection algorithm for FPGA based implementation
    • Berlin, Germany: Springer 2009
    • P. Wieslaw, "Vehicle detection algorithm for FPGA based implementation," in Advances in Soft Computing, Computer Recognition System 3. Berlin, Germany: Springer, 2009, vol. 57/2009, pp. 585-592.
    • (2009) Advances in Soft Computing, Computer Recognition System 3 , vol.57 , pp. 585-592
    • Wieslaw, P.1
  • 24
    • 70350029272 scopus 로고    scopus 로고
    • Cascade boosting based object detection from high level description to hardware implementation
    • K. Khattab, J. Dubois, and J. Miteran, "Cascade boosting based object detection from high level description to hardware implementation," EURASIP J. Embed. Syst., vol. 2009, pp. 1687-3955, 2009.
    • (2009) EURASIP J. Embed. Syst. , vol.2009 , pp. 1687-3955
    • Khattab, K.1    Dubois, J.2    Miteran, J.3
  • 27
    • 84857365931 scopus 로고    scopus 로고
    • Xilinx San Jose CA Jan. [Online]
    • Xilinx, San Jose, CA, "Xilinx University Program," Jan. 2009. [Online]. Available: http://www.xilinx.com/univ/
    • (2009) Xilinx University Program
  • 28
    • 48649101995 scopus 로고    scopus 로고
    • Proposed FPGA hardware architecture for high frame rate (>100 fps) face detection using feature cascade classifiers
    • H.-C. Lai, M. Savvides, and T. Chen, "Proposed FPGA hardware architecture for high frame rate (>100 fps) face detection using feature cascade classifiers," in Proc. 1st IEEE Int. Conf. Biometrics: Theory, Appl., Syst., Sep. 2007, pp. 1-6.
    • (2007) Proc. 1st IEEE Int. Conf. Biometrics: Theory, Appl., Syst., Sep. , pp. 1-6
    • Lai, H.-C.1    Savvides, M.2    Chen, T.3
  • 29
    • 70349271266 scopus 로고    scopus 로고
    • A versatile recognition processor employing Haar-like feature and cascaded classifier
    • Feb.
    • Y. Hanai, Y. Hori, J. Nishimura, and T. Kuroda, "A versatile recognition processor employing Haar-like feature and cascaded classifier," in ISSCC, Dig. Tech. Papers, Feb. 2009, pp. 148-149.
    • (2009) ISSCC, Dig. Tech. Papers , pp. 148-149
    • Hanai, Y.1    Hori, Y.2    Nishimura, J.3    Kuroda, T.4
  • 30
    • 84857370370 scopus 로고    scopus 로고
    • Compaq Corp., Palo Alto CA [Online]
    • Compaq Corp., Palo Alto, CA, "The CACTI Toolset," 2009. [Online]. Available: http://research.compaq.com/wrl/people/jouppi/CACTI.Html
    • (2009) The CACTI Toolset


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.