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Volumn 33, Issue 5, 2011, Pages 867-882

Action recognition from one example

Author keywords

Action recognition; correlation; regression analysis; space time descriptor

Indexed keywords

ACTION RECOGNITION; BACKGROUND SEGMENTATION; CORRELATION; COSINE SIMILARITY; DATA SETS; DESCRIPTORS; FALSE DISCOVERY RATE; MATRIX; NON-PARAMETRIC; PRIOR KNOWLEDGE; QUERY VIDEO; SALIENT FEATURES; SIGNIFICANCE TEST; SPACE-TIME DESCRIPTOR; STATE-OF-THE-ART PERFORMANCE;

EID: 79953031425     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2010.156     Document Type: Article
Times cited : (150)

References (98)
  • 8
    • 0042440770 scopus 로고    scopus 로고
    • Shape-from-silhouette of articulated objects and its use for human body kinematics estimation and motion capture
    • K. Cheung, S. Baker, and T. Kanade, "Shape-from-Silhouette of Articulated Objects and Its Use for Human Body Kinematics Estimation and Motion Capture," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2003.
    • (2003) Proc. IEEE Conf. Computer Vision and Pattern Recognition
    • Cheung, K.1    Baker, S.2    Kanade, T.3
  • 10
  • 11
    • 0002248235 scopus 로고    scopus 로고
    • Recognizing people by their gait: The shape of motion
    • J. Little and J. Boyd, "Recognizing People by Their Gait: The Shape of Motion," J. Computer Vision Research, vol. 1, pp. 2-32, 1998.
    • (1998) J. Computer Vision Research , vol.1 , pp. 2-32
    • Little, J.1    Boyd, J.2
  • 12
    • 73849126715 scopus 로고    scopus 로고
    • Human action recognition in videos using kinematic features and multiple instance learning
    • Feb.
    • S. Ali and M. Shah, "Human Action Recognition in Videos Using Kinematic Features and Multiple Instance Learning," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 32, no. 2, pp. 288-303, Feb. 2010.
    • (2010) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.32 , Issue.2 , pp. 288-303
    • Ali, S.1    Shah, M.2
  • 13
    • 0033079099 scopus 로고    scopus 로고
    • Parameterized modeling and recognition of activities
    • Y. Yacoob and M. Black, "Parameterized Modeling and Recognition of Activities," Computer Vision and Image Understanding, vol. 73, pp. 232-247, 1999.
    • (1999) Computer Vision and Image Understanding , vol.73 , pp. 232-247
    • Yacoob, Y.1    Black, M.2
  • 14
    • 45049084813 scopus 로고    scopus 로고
    • Unsupervised learning of human action categories using spatial-temporal words
    • Mar.
    • J. Niebles, H. Wang, and L. Fei-Fei, "Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words," Int'l J. Computer Vision, vol. 79, no. 3, pp. 299-318, Mar. 2008.
    • (2008) Int'l J. Computer Vision , vol.79 , Issue.3 , pp. 299-318
    • Niebles, J.1    Wang, H.2    Fei-Fei, L.3
  • 21
    • 37849037402 scopus 로고    scopus 로고
    • A 3-Dimensional SIFT descriptor and its application to action recognition
    • P. Scovanner, S. Ali, and M. Shah, "A 3-Dimensional SIFT Descriptor and Its Application to Action Recognition," Proc. ACM Multimedia Conf., 2007.
    • (2007) Proc. ACM Multimedia Conf.
    • Scovanner, P.1    Ali, S.2    Shah, M.3
  • 22
    • 34548748137 scopus 로고    scopus 로고
    • Space-time behavior-based correlation - OR - How to tell if two underlying motion fields are similar without computing them?
    • DOI 10.1109/TPAMI.2007.1119
    • E. Shechtman and M. Irani, "Space-Time Behavior-Based Correlation-or-How to Tell If Two Underlying Motion Fields Are Similar without Computing Them?" IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 11, pp. 2045-2056, Nov. 2007. (Pubitemid 47423795)
    • (2007) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.29 , Issue.11 , pp. 2045-2056
    • Shechtman, E.1    Irani, M.2
  • 24
    • 67650462013 scopus 로고    scopus 로고
    • Canonical correlation analysis of video volume tensors for action categorization and detection
    • Aug.
    • T. Kim and R. Cipolla, "Canonical Correlation Analysis of Video Volume Tensors for Action Categorization and Detection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 31, no. 8, pp. 1415-1428, Aug. 2009.
    • (2009) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.31 , Issue.8 , pp. 1415-1428
    • Kim, T.1    Cipolla, R.2
  • 26
    • 0029273595 scopus 로고
    • Motion based recognition: A survey
    • C. Cedras and M. Shah, "Motion Based Recognition: A Survey," Image and Vision Computing, vol. 13, pp. 129-155, 1995.
    • (1995) Image and Vision Computing , vol.13 , pp. 129-155
    • Cedras, C.1    Shah, M.2
  • 32
    • 2142812371 scopus 로고    scopus 로고
    • Robust real-time object detection
    • P. Viola and M. Jones, "Robust Real-Time Object Detection," Int'l J. Computer Vision, vol. 57, no. 2, pp. 137-154, 2004.
    • (2004) Int'l J. Computer Vision , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.1    Jones, M.2
  • 34
    • 54749092170 scopus 로고    scopus 로고
    • 80 Million tiny images: A large data set for non-parametric object and scene recognition
    • Nov.
    • A. Torralba, R. Fergus, and W. Freeman, "80 Million Tiny Images: A Large Data Set for Non-Parametric Object and Scene Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 30, no. 11, pp. 1958-1970, Nov. 2008.
    • (2008) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.30 , Issue.11 , pp. 1958-1970
    • Torralba, A.1    Fergus, R.2    Freeman, W.3
  • 35
    • 39749186006 scopus 로고    scopus 로고
    • LabelMe: A database and web-based tool for image annotation
    • B.C. Russell, A. Torralba, K.P. Murphy, and W.T. Freeman, "LabelMe: A Database and Web-Based Tool for Image Annotation," Int'l J. Computer Vision, vol. 77, nos. 1-3, pp. 157-173, 2008.
    • (2008) Int'l J. Computer Vision , vol.77 , Issue.1-3 , pp. 157-173
    • Russell, B.C.1    Torralba, A.2    Murphy, K.P.3    Freeman, W.T.4
  • 36
    • 36949030203 scopus 로고    scopus 로고
    • Scene completion using millions of photographs
    • J. Hays and A. Efros, "Scene Completion Using Millions of Photographs," Proc. ACM SIGGRAPH, 2007.
    • (2007) Proc. ACM SIGGRAPH
    • Hays, J.1    Efros, A.2
  • 38
    • 34247576789 scopus 로고    scopus 로고
    • The pyramid match kernel: Efficient learning with sets of features
    • K. Grauman and T. Darrell, "The Pyramid Match Kernel: Efficient Learning with Sets of Features," J. Machine Learning Research, vol. 8, pp. 725-760, 2007. (Pubitemid 46677049)
    • (2007) Journal of Machine Learning Research , vol.8 , pp. 725-760
    • Grauman, K.1    Darrell, T.2
  • 41
    • 77955432445 scopus 로고    scopus 로고
    • Training-free, generic object detection using locally adaptive regression kernels
    • Sept.
    • H.J. Seo and P. Milanfar, "Training-Free, Generic Object Detection Using Locally Adaptive Regression Kernels," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 32, no. 9, pp. 1688-1704, Sept. 2010.
    • (2010) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.32 , Issue.9 , pp. 1688-1704
    • Seo, H.J.1    Milanfar, P.2
  • 42
    • 77950364024 scopus 로고    scopus 로고
    • Static and space-time visual saliency detection by self-resemblance
    • (doi:10.1167/9.12.15)
    • H.J. Seo and P. Milanfar, "Static and Space-Time Visual Saliency Detection by Self-Resemblance," J. Vision, vol. 9, no. 12, no. 15, pp. 1-27, 2009, http://journalofvision.org/9/12/15/ (doi:10.1167/9.12.15).
    • (2009) J. Vision , vol.9 , Issue.12-15 , pp. 1-27
    • Seo, H.J.1    Milanfar, P.2
  • 43
    • 33847712243 scopus 로고    scopus 로고
    • Kernel regression for image processing and reconstruction
    • DOI 10.1109/TIP.2006.888330
    • H. Takeda, S. Farsiu, and P. Milanfar, "Kernel Regression for Image Processing and Reconstruction," IEEE Trans. Image Processing, vol. 16, no. 2, pp. 349-366, Feb. 2007. (Pubitemid 46421678)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.2 , pp. 349-366
    • Takeda, H.1    Farsiu, S.2    Milanfar, P.3
  • 44
    • 41849138999 scopus 로고    scopus 로고
    • Deblurring using regularized locally adaptive Kernel regression
    • DOI 10.1109/TIP.2007.918028
    • H. Takeda, S. Farsiu, and P. Milanfar, "Deblurring Using Regularized Locally-Adaptive Kernel Regression," IEEE Trans. Image Processing, vol. 17, no. 4, pp. 550-563, Apr. 2008. (Pubitemid 351493878)
    • (2008) IEEE Transactions on Image Processing , vol.17 , Issue.4 , pp. 550-563
    • Takeda, H.1    Farsiu, S.2    Milanfar, P.3
  • 45
    • 69349102108 scopus 로고    scopus 로고
    • Super-resolution without explicit subpixel motion estimation
    • Sept.
    • H. Takeda, P. Milanfar, M. Protter, and M. Elad, "Super-Resolution without Explicit Subpixel Motion Estimation," IEEE Trans. Image Processing, vol. 18, no. 9, pp. 1958-1975, Sept. 2009.
    • (2009) IEEE Trans. Image Processing , vol.18 , Issue.9 , pp. 1958-1975
    • Takeda, H.1    Milanfar, P.2    Protter, M.3    Elad, M.4
  • 47
    • 39549087054 scopus 로고    scopus 로고
    • Image classification using correlation tensor analysis
    • DOI 10.1109/TIP.2007.914203
    • Y. Fu and T.S. Huang, "Image Classification Using Correlation Tensor Analysis," IEEE Trans. Image Processing, vol. 17, no. 2, pp. 226-234, Feb. 2008. (Pubitemid 351279250)
    • (2008) IEEE Transactions on Image Processing , vol.17 , Issue.2 , pp. 226-234
    • Fu, Y.1    Huang, T.S.2
  • 48
    • 34247557078 scopus 로고    scopus 로고
    • The Bayes decision rule induced similarity measures
    • DOI 10.1109/TPAMI.2007.1063
    • C. Liu, "The Bayes Decision Rule Induced Similarity Measures," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 6, pp. 1086-1090, June 2007. (Pubitemid 46667418)
    • (2007) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.29 , Issue.6 , pp. 1086-1090
    • Liu, C.1
  • 49
    • 33749247080 scopus 로고    scopus 로고
    • Comparative study: Face recognition on unspecific persons using linear subspace methods
    • D. Lin, S. Yan, and X. Tang, "Comparative Study: Face Recognition on Unspecific Persons Using Linear Subspace Methods," Proc. IEEE Int'l Conf. Image Processing, 2005.
    • (2005) Proc. IEEE Int'l Conf. Image Processing
    • Lin, D.1    Yan, S.2    Tang, X.3
  • 51
    • 34548584050 scopus 로고    scopus 로고
    • Matrix comparison, Part 1: Motivation and important issues for measuring the resemblance between proximity measures or ordination results
    • DOI 10.1002/asi.20643
    • J.W. Schneider and P. Borlund, "Matrix Comparison, Part 1: Motivation and Important Issues for Measuring the Resemblance between Proximity Measures or Ordination Results," J. Am. Soc. for Information Science and Technology, vol. 58, no. 11, pp. 1586-1595, 2007. (Pubitemid 47397661)
    • (2007) Journal of the American Society for Information Science and Technology , vol.58 , Issue.11 , pp. 1586-1595
    • Schneider, J.W.1    Borlund, P.2
  • 52
    • 0037394354 scopus 로고    scopus 로고
    • Requirements for a cocitation similarity measure, with special reference to pearson's correlation coefficient
    • P. Ahlgren, B. Jarneving, and R. Rousseau, "Requirements for a Cocitation Similarity Measure, with Special Reference to Pearson's Correlation Coefficient," J. Am. Soc. for Information Science and Technology, vol. 54, no. 6, pp. 550-560, 2003.
    • (2003) J. Am. Soc. for Information Science and Technology , vol.54 , Issue.6 , pp. 550-560
    • Ahlgren, P.1    Jarneving, B.2    Rousseau, R.3
  • 53
    • 84952503562 scopus 로고
    • Thirteen ways to look at the correlation coefficient
    • J. Rodgers and W. Nicewander, "Thirteen Ways to Look at the Correlation Coefficient," Am. Statistician, vol. 42, no. 1, pp. 59-66, 1988.
    • (1988) Am. Statistician , vol.42 , Issue.1 , pp. 59-66
    • Rodgers, J.1    Nicewander, W.2
  • 56
    • 38049144745 scopus 로고    scopus 로고
    • Nonlocal image and movie denoising
    • A. Buades, B. Coll, and J.M. Morel, "Nonlocal Image and Movie Denoising," Int'l J. Computer Vision, vol. 76, no. 2, pp. 123-139, 2008.
    • (2008) Int'l J. Computer Vision , vol.76 , Issue.2 , pp. 123-139
    • Buades, A.1    Coll, B.2    Morel, J.M.3
  • 69
    • 0000999123 scopus 로고
    • The advanced theory of statistics, Volume 2: Inference and relationship
    • (Section 31.19)
    • M. Kendall and A. Stuart, "The Advanced Theory of Statistics, Volume 2: Inference and Relationship," Griffin (Section 31.19), 1973.
    • (1973) Griffin
    • Kendall, M.1    Stuart, A.2
  • 71
    • 33745098454 scopus 로고    scopus 로고
    • A comparison of some tests for determining the number of nonzero canonical correlations
    • DOI 10.1080/03610910600716290, PII T157481365535215
    • T. Calinski, M. Krzysko, and W. Wolynski, "A Comparison of Some Tests for Determining the Number of Nonzero Canonical Correlations," Comm. in Statistics, Simulation, and Computation, vol. 35, pp. 727-749, 2006. (Pubitemid 43878169)
    • (2006) Communications in Statistics: Simulation and Computation , vol.35 , Issue.3 , pp. 727-749
    • Calinski, T.1    Krzysko, M.2    Wolynski, W.3
  • 72
    • 0001677717 scopus 로고
    • Controlling the false discovery Rate: A practical and powerful approach to multiple testing
    • Y. Benjamini and Y. Hochberg, "Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing," J. Royal Statistical Soc. Series B, vol. 57, no. 1, pp. 289-300, 1995.
    • (1995) J. Royal Statistical Soc. Series B , vol.57 , Issue.1 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 74
    • 40749090435 scopus 로고    scopus 로고
    • Motion detection, noise reduction, texture suppression, and contour enhancement by spatiotemporal Gabor filters with surround inhibition
    • DOI 10.1007/s00422-007-0182-0
    • N. Petkov and E. Subramanian, "Motion Detection, Noise Reduction, Texture Suppression and Contour Enhancement by Spatiotemporal Gabor Filters with Surround Inhibition," Biological Cybernetics, vol. 97, pp. 423-439, 2007. (Pubitemid 351389125)
    • (2007) Biological Cybernetics , vol.97 , Issue.5-6 , pp. 423-439
    • Petkov, N.1    Subramanian, E.2
  • 91
    • 36548999696 scopus 로고    scopus 로고
    • The role of context in object recognition
    • DOI 10.1016/j.tics.2007.09.009, PII S1364661307002550
    • A. Oliva and A. Torralba, "The Role of Context in Object Recognition," Trends Cognitive Science, vol. 11, no. 12, pp. 520-527, Nov. 2007. (Pubitemid 350181571)
    • (2007) Trends in Cognitive Sciences , vol.11 , Issue.12 , pp. 520-527
    • Oliva, A.1    Torralba, A.2
  • 97
    • 79959700122 scopus 로고    scopus 로고
    • What is a good nearest neighbors algorithm for finding similar patches in images
    • N. Kumar, L. Zhang, and S.K. Nayar, "What Is a Good Nearest Neighbors Algorithm for Finding Similar Patches in Images," Proc. European Conf. Computer Vision, 2008.
    • (2008) Proc. European Conf. Computer Vision
    • Kumar, N.1    Zhang, L.2    Nayar, S.K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.