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Volumn 113, Issue 3, 2015, Pages 163-175

Metric Regression Forests for Correspondence Estimation

Author keywords

Correspondence estimation; Depth images; Human pose estimation; Metric regression forests; Model based pose estimation

Indexed keywords

IMAGE CLASSIFICATION; MOTION ESTIMATION; PIXELS; REGRESSION ANALYSIS; SET THEORY; TOPOLOGY;

EID: 84930868661     PISSN: 09205691     EISSN: 15731405     Source Type: Journal    
DOI: 10.1007/s11263-015-0818-9     Document Type: Article
Times cited : (67)

References (35)
  • 1
    • 84863395338 scopus 로고    scopus 로고
    • A data-driven approach for real-time full body pose reconstruction from a depth camera. In: IEEE international conference on computer vision pp
    • Baak, A., Müller, M., Bharaj, G., Seidel, H., & Theobalt, C. (2011). A data-driven approach for real-time full body pose reconstruction from a depth camera. In: IEEE international conference on computer vision pp. 1092–1099.
    • (2011) 1092–1099
    • Baak, A.1    Müller, M.2    Bharaj, G.3    Seidel, H.4    Theobalt, C.5
  • 2
    • 35148888207 scopus 로고    scopus 로고
    • Detailed human shape and pose from images. In: IEEE conference on computer vision and pattern recognition
    • Balan, A., Sigal, L., Black, M., Davis, J., & Haussecker, H. (2007). Detailed human shape and pose from images. In: IEEE conference on computer vision and pattern recognition.
    • (2007) & Haussecker, H
    • Balan, A.1    Sigal, L.2    Black, M.3    Davis, J.4
  • 3
    • 0016557674 scopus 로고
    • Multidimensional binary search trees used for associative searching
    • Bentley, J. (1975). Multidimensional binary search trees used for associative searching. Communications of the ACM, 18(9), 509–517.
    • (1975) Communications of the ACM , vol.18 , Issue.9 , pp. 509-517
    • Bentley, J.1
  • 5
    • 0030194054 scopus 로고    scopus 로고
    • On the unification of line processes, outlier rejection, and robust statistics with applications in early vision
    • Black, M., & Rangarajan, A. (1996). On the unification of line processes, outlier rejection, and robust statistics with applications in early vision. International Journal on Computer Vision, 19(1), 57–91.
    • (1996) International Journal on Computer Vision , vol.19 , Issue.1 , pp. 57-91
    • Black, M.1    Rangarajan, A.2
  • 7
    • 1542315956 scopus 로고    scopus 로고
    • Twist based acquisition and tracking of animal and human kinematics
    • Bregler, C., Malik, J., & Pullen, K. (2004). Twist based acquisition and tracking of animal and human kinematics. International Journal on Computer Vision, 56(3), 179–194.
    • (2004) International Journal on Computer Vision , vol.56 , Issue.3 , pp. 179-194
    • Bregler, C.1    Malik, J.2    Pullen, K.3
  • 9
    • 75149136010 scopus 로고    scopus 로고
    • Physics-based person tracking using the anthropomorphic walker. In: International journal on computer vision
    • Brubaker, M., Fleet, D., & Hertzmann, A. (2010). Physics-based person tracking using the anthropomorphic walker. In: International journal on computer vision.
    • (2010) & Hertzmann, A
    • Brubaker, M.1    Fleet, D.2
  • 10
    • 0002117591 scopus 로고
    • A further comparison of splitting rules for decision-tree induction
    • Buntine, W., & Niblett, T. (1992). A further comparison of splitting rules for decision-tree induction. Machine Learning, 8(1), 75–85.
    • (1992) Machine Learning , vol.8 , Issue.1 , pp. 75-85
    • Buntine, W.1    Niblett, T.2
  • 12
    • 5444223518 scopus 로고    scopus 로고
    • Articulated body motion capture by stochastic search
    • Deutscher, J., & Reid, I. (2005). Articulated body motion capture by stochastic search. International Journal on Computer Vision, 61(2), 185–205.
    • (2005) International Journal on Computer Vision , vol.61 , Issue.2 , pp. 185-205
    • Deutscher, J.1    Reid, I.2
  • 13
    • 34147120474 scopus 로고
    • A note on two problems in connexion with graphs
    • Dijkstra, E. W. (1959). A note on two problems in connexion with graphs. Numerische Mathematik, 1(1), 269–271.
    • (1959) Numerische Mathematik , vol.1 , Issue.1 , pp. 269-271
    • Dijkstra, E.W.1
  • 15
    • 80053120334 scopus 로고    scopus 로고
    • Hough forests for object detection, tracking, and action recognition
    • Gall, J., Yao, A., Razavi, N., Van Gool, L., & Lempitsky, V. (2011). Hough forests for object detection, tracking, and action recognition. PAMI, 33(11), 2188–2202.
    • (2011) PAMI , vol.33 , Issue.11 , pp. 2188-2202
    • Gall, J.1    Yao, A.2    Razavi, N.3    Van Gool, L.4    Lempitsky, V.5
  • 16
    • 84930867185 scopus 로고    scopus 로고
    • Real-time human pose tracking from range data. In: European conference on computer vision
    • Ganapathi, V., Plagemann, C., Koller, D., & Thrun, S. (2012). Real-time human pose tracking from range data. In: European conference on computer vision.
    • (2012) & Thrun, S
    • Ganapathi, V.1    Plagemann, C.2    Koller, D.3
  • 18
    • 84856653054 scopus 로고    scopus 로고
    • Efficient regression of general-activity human poses from depth images. In: IEEE international conference on computer vision, pp
    • Girshick, R., Shotton, J., Kohli, P., Criminisi, A., & Fitzgibbon, A. (2011). Efficient regression of general-activity human poses from depth images. In: IEEE international conference on computer vision, pp. 415–422.
    • (2011) 415–422
    • Girshick, R.1    Shotton, J.2    Kohli, P.3    Criminisi, A.4    Fitzgibbon, A.5
  • 19
    • 84893482610 scopus 로고
    • A solution for the best rotation to relate two sets of vectors
    • Kabsch, W. (1976). A solution for the best rotation to relate two sets of vectors. Acta Crystallographica, 32(5), 922–923.
    • (1976) Acta Crystallographica , vol.32 , Issue.5 , pp. 922-923
    • Kabsch, W.1
  • 20
    • 75149198347 scopus 로고    scopus 로고
    • Coupled visual and kinematic manifold models for tracking
    • Lee, C., & Elgammal, A. (2010). Coupled visual and kinematic manifold models for tracking. International Journal on Computer Vision, 87, 118–139.
    • (2010) International Journal on Computer Vision , vol.87 , pp. 118-139
    • Lee, C.1    Elgammal, A.2
  • 21
    • 0028405109 scopus 로고
    • The importance of attribute selection measures in decision tree induction
    • Liu, W., & White, A. (1994). The importance of attribute selection measures in decision tree induction. Machine Learning, 15(1), 25–41.
    • (1994) Machine Learning , vol.15 , Issue.1 , pp. 25-41
    • Liu, W.1    White, A.2
  • 22
    • 84857416741 scopus 로고    scopus 로고
    • Shared kernel information embedding for discriminative inference
    • Memisevic, R., Sigal, L., & Fleet, D. J. (2012). Shared kernel information embedding for discriminative inference. PAMI, 34(4), 778–790.
    • (2012) PAMI , vol.34 , Issue.4 , pp. 778-790
    • Memisevic, R.1    Sigal, L.2    Fleet, D.J.3
  • 23
    • 84867126235 scopus 로고    scopus 로고
    • Improved information gain estimates for decision tree induction
    • Nowozin, S. (2012). Improved information gain estimates for decision tree induction. In: ICML.
    • (2012) In: ICML
    • Nowozin, S.1
  • 24
    • 0001473437 scopus 로고
    • On estimation of a probability density function and mode
    • Parzen, E. (1962). On estimation of a probability density function and mode. The Aannals of Mathematical Statistics, 33(3), 1065–1076.
    • (1962) The Aannals of Mathematical Statistics , vol.33 , Issue.3 , pp. 1065-1076
    • Parzen, E.1
  • 26
    • 85018132166 scopus 로고    scopus 로고
    • Efficient and robust shape matching for model based human motion capture
    • Pons-Moll, G., Leal-Taixé, L., Truong, T., & Rosenhahn, B. (2011). Efficient and robust shape matching for model based human motion capture. In: DAGM.
    • (2011) In: DAGM
    • Pons-Moll, G.1    Leal-Taixé, L.2    Truong, T.3    Rosenhahn, B.4
  • 27
    • 84930866385 scopus 로고    scopus 로고
    • Pons-Moll, G., & Rosenhahn, B. (2011). Model-based pose estimation. In Visual analysis of humans (pp. 139–170). London: Springer
    • Pons-Moll, G., & Rosenhahn, B. (2011). Model-based pose estimation. In Visual analysis of humans (pp. 139–170). London: Springer.
  • 29
    • 80052878786 scopus 로고    scopus 로고
    • Real-time human pose recognition in parts from single depth images. In: IEEE conference in computer vision and pattern recognition, pp
    • Shotton, J., Fitzgibbon, A., Cook, M., Sharp, T., Finocchio, M., Moore, R., Kipman, A., & Blake, A. (2011). Real-time human pose recognition in parts from single depth images. In: IEEE conference in computer vision and pattern recognition, pp. 1297–1304.
    • (2011) 1297–1304
    • Shotton, J.1    Fitzgibbon, A.2    Cook, M.3    Sharp, T.4    Finocchio, M.5    Moore, R.6    Kipman, A.7    Blake, A.8
  • 30
    • 84887370189 scopus 로고    scopus 로고
    • Scene coordinate regression forests for camera relocalization in RGB-D images. In, Conference in computer vision and pattern recognition
    • Shotton, J., Glocker, B., Zach, C., Izadi, S., Criminisi, A., & Fitzgibbon, A. (2013). Scene coordinate regression forests for camera relocalization in RGB-D images. In: Conference in computer vision and pattern recognition.
    • (2013) & Fitzgibbon, A
    • Shotton, J.1    Glocker, B.2    Zach, C.3    Izadi, S.4    Criminisi, A.5
  • 31
    • 85050992891 scopus 로고
    • Density estimation for statistics and data analysis (Vol
    • London: CRC press
    • Silverman, B. (1986). Density estimation for statistics and data analysis (Vol. 26). London: CRC press.
    • (1986) 26)
    • Silverman, B.1
  • 32
    • 84930865961 scopus 로고    scopus 로고
    • Sminchisescu, C., Bo, L., Ionescu, C., & Kanaujia, A. (2011). Feature-based pose estimation. In Visual analysis of humans (pp. 225–251). London: Springer
    • Sminchisescu, C., Bo, L., Ionescu, C., & Kanaujia, A. (2011). Feature-based pose estimation. In Visual analysis of humans (pp. 225–251). London: Springer.
  • 33
    • 84856645761 scopus 로고    scopus 로고
    • Fast articulated motion tracking using a sums of gaussians body model. In: IEEE international conference on computer vision, pp
    • Stoll, C., Hasler, N., Gall, J., Seidel, H., & Theobalt, C. (2011) Fast articulated motion tracking using a sums of gaussians body model. In: IEEE international conference on computer vision, pp. 951–958.
    • (2011) 951–958
    • Stoll, C.1    Hasler, N.2    Gall, J.3    Seidel, H.4    Theobalt, C.5
  • 35
    • 51949116853 scopus 로고    scopus 로고
    • Sparse probabilistic regression for activity-independent human pose inference. In: IEEE conference in computer vision and pattern recognition, pp
    • Urtasun, R., & Darrell, T. (2008). Sparse probabilistic regression for activity-independent human pose inference. In: IEEE conference in computer vision and pattern recognition, pp. 1–8.
    • (2008) 1–8
    • Urtasun, R.1    Darrell, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.