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      KCI등재 SCIE SCOPUS

      Similar Hand Gesture Recognition by Automatically Extracting Distinctive Features

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      https://www.riss.kr/link?id=A105037053

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      다국어 초록 (Multilingual Abstract)

      With the flourish development of computer vision technology, hand gesture recognition plays a moreand more vital role in human-computer interaction for its convenient and nonverbal communication. However,confusion caused by similar gestures brings inh...

      With the flourish development of computer vision technology, hand gesture recognition plays a moreand more vital role in human-computer interaction for its convenient and nonverbal communication. However,confusion caused by similar gestures brings inherent errors when considering enough meaningful gestures in thedatabase. In this paper, an automatic feature extraction for similar gesture recognition is proposed with respect toconfusion arising in similar gestures. Except the orientation feature, four additional innovative features are extractedto distinguish all the similar gestures remarkably in the experimental database containing 10 numbers and 26 letters.
      Compared with the conventional method that a couple of similar gestures are extracted as a specific feature, theproposed method distinguishes similar gestures with automatic distinctive feature extraction. Experimental resultsshow high recognition rate and versatility of the proposed method.

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      참고문헌 (Reference)

      1 H. H. Aviles-Arriaga, "Visual recognition of similar gestures" 1100-1103, 2006

      2 H. Cheng, "Sparsity-induced similarity measure and its applications" 26 (26): 613-626, 2016

      3 S. Berman, "Sensors for gesture recognition systems" 42 (42): 277-290, 2012

      4 E. Elhamifar, "See all by looking at a few : sparse modeling for finding representative objects" 1600-1607, 2012

      5 Z. Chu, "Robust tracking control of electrical driven free-floating space robot manipulators" 1-6, 2006

      6 H. Liu, "Robust exemplar extraction using structured sparse coding" 26 (26): 1816-1821, 2015

      7 Spandan Roy, "Robust Path Tracking Control of Nonholonomic Wheeled Mobile Robot: Experimental Validation" 제어·로봇·시스템학회 13 (13): 897-905, 2015

      8 M. M. Gharasuie, "Real-time dynamic hand gesture recognition using hidden Markov models" 194-199, 2013

      9 H. Liu, "RGB-D action recognition using linear coding" 149 (149): 79-85, 2015

      10 W. S. Lin, "Pricing game and evolution dynamics for mobile video streaming" 2348-2351, 2011

      1 H. H. Aviles-Arriaga, "Visual recognition of similar gestures" 1100-1103, 2006

      2 H. Cheng, "Sparsity-induced similarity measure and its applications" 26 (26): 613-626, 2016

      3 S. Berman, "Sensors for gesture recognition systems" 42 (42): 277-290, 2012

      4 E. Elhamifar, "See all by looking at a few : sparse modeling for finding representative objects" 1600-1607, 2012

      5 Z. Chu, "Robust tracking control of electrical driven free-floating space robot manipulators" 1-6, 2006

      6 H. Liu, "Robust exemplar extraction using structured sparse coding" 26 (26): 1816-1821, 2015

      7 Spandan Roy, "Robust Path Tracking Control of Nonholonomic Wheeled Mobile Robot: Experimental Validation" 제어·로봇·시스템학회 13 (13): 897-905, 2015

      8 M. M. Gharasuie, "Real-time dynamic hand gesture recognition using hidden Markov models" 194-199, 2013

      9 H. Liu, "RGB-D action recognition using linear coding" 149 (149): 79-85, 2015

      10 W. S. Lin, "Pricing game and evolution dynamics for mobile video streaming" 2348-2351, 2011

      11 W. T. Freeman, "Orientation histograms for hand gesture recognition" 296-301, 1995

      12 W. S. Lin, "Optimal pricing for mobile video streaming using behavior analysis" 1-4, 2010

      13 D. Xu, "Online dynamic gesture recognition for human robot interaction" 77 (77): 583-596, 2015

      14 B. -W. Choi, "Internet coordinated pet robot simulator based on MSRDS" 2496-2498, 2009

      15 Wahyono, "Information retrieval of LED text on electronic road sign for driver-assistance system using spatial-based feature and Nearest Cluster Neighbor classifier" 531-536, 2014

      16 J. Wang, "Information fusionbased mobile robot path control" 212-217, 2012

      17 Z. Kan, "Influencing emotional behavior in a social network" 4072-4077, 2012

      18 M. Elmezain, "Hand gesture spotting and recognition using HMMs and CRFs in color image sequences" Magdeburg Univ 2010

      19 B. -W. Min, "Hand gesture recognition using hidden Markov models" 5 : 4232-4235, 1997

      20 A. Al-Hamadi, "Hand gesture recognition based on combined feature extraction" 6 (6): 2010

      21 J. -H. Park, "Easy calibration method of vision system for in-situ measurement of strain of thin films" 19 (19): 243-249, 2009

      22 Q. Wang, "Dynamic gesture recognition using 3D trajectory" 598-601, 2014

      23 H. Liu, "Diversified key-frame selection using structured L2;1 optimization" 10 (10): 1736-1745, 2014

      24 H. Wang, "Depth sensor assisted real-time gesture recognition for interactive presentation" 24 (24): 1458-1468, 2013

      25 이장명, "Decentralized Neural Network Control for Guaranteed Tracking Error Constraint of a Robot Manipulator" 제어·로봇·시스템학회 13 (13): 906-915, 2015

      26 C. C. Aggarwal, "Data Clustering: Algorithms and Applications" CRC Press 2013

      27 Y. Hong, "Cooperative Communications and Networking: Technologies and System Design" Springer Science & Business Media 2010

      28 S. -F. Tsai, "Compositional object pattern : a new model for album event recognition" 1361-1364, 2011

      29 H. V. Zhao, "Behavior Dynamics in Media-Sharing Social Networks" Cambridge University Press 2011

      30 한성익, "Backstepping Sliding Mode Control with FWNN for Strict Output Feedback Non-Smooth Nonlinear Dynamic System" 제어·로봇·시스템학회 11 (11): 398-409, 2013

      31 L. Yun, "An automatic hand gesture recognition system based on Viola-Jones method and SVMs" 72-76, 2009

      32 J. W. Deng, "An HMM-based approach for gesture segmentation and recognition" 689-672, 2000

      33 T. Fong, "A survey of socially interactive robots" 42 (42): 143-166, 2003

      34 H. J. Koh, "A multimodal iris recognition using Gabor transform and Contourlet" 1-6, 2008

      35 J. Wu, "3D dynamic gesture recognition based on improved HMMs with entropy" 213-218, 2014

      36 이지용, "3D Pose Tracking Using Particle Filter with Back Projection-Based Sampling" 제어·로봇·시스템학회 10 (10): 1232-1239, 2012

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2023 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2020-01-01 평가 등재학술지 유지 (해외등재 학술지 평가) KCI등재
      2010-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2009-12-29 학회명변경 한글명 : 제어ㆍ로봇ㆍ시스템학회 -> 제어·로봇·시스템학회 KCI등재
      2008-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2007-10-29 학회명변경 한글명 : 제어ㆍ자동화ㆍ시스템공학회 -> 제어ㆍ로봇ㆍ시스템학회
      영문명 : The Institute Of Control, Automation, And Systems Engineers, Korea -> Institute of Control, Robotics and Systems
      KCI등재
      2005-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2004-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2002-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 1.35 0.6 1.07
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.88 0.73 0.388 0.04
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