메뉴 건너뛰기




Volumn 35, Issue 12, 2013, Pages 2821-2840

Efficient human pose estimation from single depth images

Author keywords

Computer vision; depth cues; games; machine learning; pixel classification; range data

Indexed keywords

DEPTH CUE; GAMES; HUMAN POSE ESTIMATIONS; IMAGING MODALITY; PIXEL CLASSIFICATION; RANGE DATA; STATE OF THE ART; TEMPORAL INFORMATION;

EID: 84887383692     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2012.241     Document Type: Article
Times cited : (450)

References (60)
  • 3
  • 7
    • 84887580873 scopus 로고    scopus 로고
    • Microsoft Corp. Redmond Wash Kinect."
    • Microsoft Corp., Redmond, Wash., "Kinect."
  • 10
    • 70349684622 scopus 로고    scopus 로고
    • Real-time hand-tracking with a color glove
    • R. Wang and J. Popovi-c, "Real-Time Hand-Tracking with a Color Glove," Proc. ACM Siggraph, 2009.
    • (2009) Proc. ACM Siggraph
    • Wang, R.1    Popovi-C, J.2
  • 11
    • 75149136010 scopus 로고    scopus 로고
    • Physics-based person tracking using the anthropomorphic walker
    • M. Brubaker, D. Fleet, and A. Hertzmann, "Physics-Based Person Tracking Using the Anthropomorphic Walker," Intl J. Computer Vision, vol. 87, pp. 140-155, 2010.
    • (2010) Intl J. Computer Vision , vol.87 , pp. 140-155
    • Brubaker, M.1    Fleet, D.2    Hertzmann, A.3
  • 17
    • 85112851150 scopus 로고    scopus 로고
    • Poselets: Body part detectors trained using 3D human pose annotations
    • L. Bourdev and J. Malik, "Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations," Proc. IEEE Intl Conf. Computer Vision, 2009.
    • (2009) Proc. IEEE Intl Conf. Computer Vision
    • Bourdev, L.1    Malik, J.2
  • 19
    • 0036565814 scopus 로고    scopus 로고
    • Mean shift: A robust approach toward feature space analysis
    • DOI 10.1109/34.1000236
    • D. Comaniciu and P. Meer, "Mean Shift: A Robust Approach toward Feature Space Analysis," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 5, pp. 603-619, May 2002. (Pubitemid 34550429)
    • (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.24 , Issue.5 , pp. 603-619
    • Comaniciu, D.1    Meer, P.2
  • 21
    • 33749990780 scopus 로고    scopus 로고
    • A survey of advances in vision-based human motion capture and analysis
    • DOI 10.1016/j.cviu.2006.08.002, PII S1077314206001263
    • T. Moeslund, A. Hilton, and V. Kru ger, "A Survey of Advances in Vision-Based Human Motion Capture and Analysis," Computer Vision and Image Understanding, vol. 104, pp. 90-126, 2006. (Pubitemid 44573873)
    • (2006) Computer Vision and Image Understanding , vol.104 , Issue.2-3 , pp. 90-126
    • Moeslund, T.B.1    Hilton, A.2    Kruger, V.3
  • 22
    • 34548203757 scopus 로고    scopus 로고
    • Vision-based human motion analysis: An overview
    • DOI 10.1016/j.cviu.2006.10.016, PII S1077314206002293, Vision for Human-Computer Interaction
    • R. Poppe, "Vision-Based Human Motion Analysis: An Overview," Computer Vision and Image Understanding, vol. 108, pp. 4-18, 2007. (Pubitemid 47333391)
    • (2007) Computer Vision and Image Understanding , vol.108 , Issue.1-2 , pp. 4-18
    • Poppe, R.1
  • 23
    • 0015567825 scopus 로고
    • The representation and matching of pictorial structures
    • Jan
    • M. Fischler and R. Elschlager, "The Representation and Matching of Pictorial Structures," IEEE Trans. Computers, vol. 22, no. 1, pp. 67-92, Jan. 1973.
    • (1973) IEEE Trans. Computers , vol.22 , Issue.1 , pp. 67-92
    • Fischler, M.1    Elschlager, R.2
  • 24
    • 4644354464 scopus 로고    scopus 로고
    • Pictorial structures for object recognition
    • Jan
    • P. Felzenszwalb and D. Huttenlocher, "Pictorial Structures for Object Recognition," Intl J. Computer Vision, vol. 61, no. 1, pp. 55-79, Jan. 2005.
    • (2005) Intl J. Computer Vision , vol.61 , Issue.1 , pp. 55-79
    • Felzenszwalb, P.1    Huttenlocher, D.2
  • 25
    • 0035358875 scopus 로고    scopus 로고
    • Probabilistic methods for finding people
    • DOI 10.1023/A:1011179004708
    • S. Ioffe and D. Forsyth, "Probabilistic Methods for Finding People," Intl J. Computer Vision, vol. 43, no. 1, pp. 45-68, 2001. (Pubitemid 32723477)
    • (2001) International Journal of Computer Vision , vol.43 , Issue.1 , pp. 45-68
    • Ioffe, S.1    Forsyth, D.A.2
  • 29
    • 77956356126 scopus 로고    scopus 로고
    • Learning 3d mesh segmentation and labeling
    • article 102
    • E. Kalogerakis, A. Hertzmann, and K. Singh, "Learning 3D Mesh Segmentation and Labeling," ACM Trans. Graphics, vol. 29, no. 3, article 102, 2010.
    • (2010) ACM Trans. Graphics , vol.29 , Issue.3
    • Kalogerakis, E.1    Hertzmann, A.2    Singh, K.3
  • 33
    • 84887592025 scopus 로고    scopus 로고
    • Estimating human body configurations using shape context matching
    • G. Mori and J. Malik, "Estimating Human Body Configurations Using Shape Context Matching," Proc. IEEE Intl Conf. Computer Vision, 2003.
    • (2003) Proc. IEEE Intl Conf. Computer Vision
    • Mori, G.1    Malik, J.2
  • 36
    • 39749124915 scopus 로고    scopus 로고
    • Robust object detection with interleaved categorization and segmentation
    • B. Leibe, A. Leonardis, and B. Schiele, "Robust Object Detection with Interleaved Categorization and Segmentation," Intl J. Computer Vision, vol. 77, nos. 1-3, pp. 259-289, 2008.
    • (2008) Intl J. Computer Vision , vol.77 , Issue.1-3 , pp. 259-289
    • Leibe, B.1    Leonardis, A.2    Schiele, B.3
  • 38
    • 77951199235 scopus 로고    scopus 로고
    • Relevant feature selection for human pose estimation and localization in cluttered images
    • R. Okada and S. Soatto, "Relevant Feature Selection for Human Pose Estimation and Localization in Cluttered Images," Proc. 10th European Conf. Computer Vision, 2008.
    • (2008) Proc. 10th European Conf. Computer Vision
    • Okada, R.1    Soatto, S.2
  • 41
    • 0021938963 scopus 로고
    • Clustering to minimize the maximum intercluster distance
    • DOI 10.1016/0304-3975(85)90224-5
    • T. Gonzalez, "Clustering to Minimize the Maximum Intercluster Distance," Theoretical Computer Science, vol. 38, pp. 293-306, 1985. (Pubitemid 15607838)
    • (1985) Theoretical Computer Science , vol.38 , Issue.2-3 , pp. 293-306
    • Gonzalez Teofilo, F.1
  • 42
    • 84887602487 scopus 로고    scopus 로고
    • CMU Mocap Database
    • CMU Mocap Database, http://mocap.cs.cmu.edu/, 2013.
  • 43
    • 84887575912 scopus 로고    scopus 로고
    • Autodesk MotionBuilder
    • Autodesk MotionBuilder.
  • 47
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J.R. Quinlan, "Induction of Decision Trees," Machine Learning, vol. 1, pp. 81-106, 1986.
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 48
    • 0001492549 scopus 로고    scopus 로고
    • Shape quantization and recognition with randomized trees
    • Y. Amit and D. Geman, "Shape Quantization and Recognition with Randomized Trees," Neural Computation, vol. 9, no. 7, pp. 1545-1588, 1997. (Pubitemid 127462804)
    • (1997) Neural Computation , vol.9 , Issue.7 , pp. 1545-1588
    • Amit, Y.1    Geman, D.2
  • 49
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • DOI 10.1023/A:1010933404324
    • L. Breiman, "Random Forests," Machine Learning, vol. 45, no. 1, pp. 5-32, 2001. (Pubitemid 32933532)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 53
    • 33845423382 scopus 로고    scopus 로고
    • Texton boost: Joint appearance, shape and context modeling for multi-class object recognition and segmentation
    • J. Shotton, J. Winn, C. Rother, and A. Criminisi, "TextonBoost: Joint Appearance, Shape and Context Modeling for Multi-Class Object Recognition and Segmentation," Proc. European Conf. Computer Vision, 2006.
    • (2006) Proc. European Conf. Computer Vision
    • Shotton, J.1    Winn, J.2    Rother, C.3    Criminisi, A.4
  • 55
    • 0036565814 scopus 로고    scopus 로고
    • Mean shift: A robust approach toward feature space analysis
    • DOI 10.1109/34.1000236
    • D. Comaniciu and P. Meer, "Mean Shift: A Robust Approach toward Feature Space Analysis," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 5, pp. 603-619, May 2002. (Pubitemid 34550429)
    • (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.24 , Issue.5 , pp. 603-619
    • Comaniciu, D.1    Meer, P.2
  • 56
    • 85161148381 scopus 로고    scopus 로고
    • The elements of statistical learning: Data mining, inference and prediction
    • T. Hastie, R. Tibshirani, J. Friedman, and J. Franklin, "The Elements of Statistical Learning: Data Mining, Inference and Prediction," The Math. Intelligencer, vol. 27, no. 2, pp. 83-85, 2005.
    • (2005) The Math. Intelligencer , vol.27 , Issue.2 , pp. 83-85
    • Hastie, T.1    Tibshirani, R.2    Friedman, J.3    Franklin, J.4
  • 57
    • 84867126235 scopus 로고    scopus 로고
    • Improved information gain estimates for decision tree induction
    • S. Nowozin, "Improved Information Gain Estimates for Decision Tree Induction," Proc. Intl Conf. Machine Learning, 2012.
    • (2012) Proc. Intl Conf. Machine Learning
    • Nowozin, S.1
  • 59
    • 0022026217 scopus 로고
    • Random sampling with a reservoir
    • J.S. Vitter, "Random Sampling with a Reservoir," ACM Trans. Math. Software, vol. 11, no. 1, pp. 37-57, 1985.
    • (1985) ACM Trans. Math. Software , vol.11 , Issue.1 , pp. 37-57
    • Vitter, J.S.1
  • 60
    • 84887590549 scopus 로고    scopus 로고
    • Entangled decision forests and their application for semantic segmentation of ct images
    • June
    • D. Gavrila, "Entangled Decision Forests and Their Application for Semantic Segmentation of CT Images," Proc. European Conf. Computer Vision, June 2000.
    • (2000) Proc. European Conf. Computer Vision
    • Gavrila, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.