메뉴 건너뛰기




Volumn 33, Issue 1, 2011, Pages 30-42

Bilayer segmentation of webcam videos using tree-based classifiers

Author keywords

boosting; Computer vision; decision tree; image understanding; machine learning; motion analysis; random forests

Indexed keywords

AUTOMATIC SEGMENTATIONS; BACKGROUND MOTION; BI-LAYER SEGMENTATION; BOOSTING; CLASSIFICATION ALGORITHM; CONDITIONAL RANDOM FIELD; EXPERIMENTAL COMPARISON; MACHINE-LEARNING; MIN-CUT; MOTION ANALYSIS; MOTION REPRESENTATION; RANDOM FORESTS; SEGMENTATION RESULTS; SPATIAL CONTEXT; SPATIAL PRIORS; STEREO CAMERAS; STEREO SYSTEM; TREE-BASED; VIDEO FRAME; VISUAL CUES;

EID: 78649285646     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2010.65     Document Type: Article
Times cited : (41)

References (39)
  • 1
    • 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.
    • (1997) Neural Computation , vol.9 , Issue.7 , pp. 1545-1588
    • Amit, Y.1    Geman, D.2
  • 6
    • 0346786584 scopus 로고    scopus 로고
    • Arcing classifiers
    • L. Breiman, "Arcing Classifiers," Annals of Statistics, vol. 26, no. 3, pp. 801-824, 1998.
    • (1998) Annals of Statistics , vol.26 , Issue.3 , pp. 801-824
    • Breiman, L.1
  • 10
    • 0031211090 scopus 로고    scopus 로고
    • A decision theoretic generalization of on-line learning and application to boosting
    • Y. Freund and R. Schapire, "A Decision Theoretic Generalization of On-Line Learning and Application to Boosting," J. Computer and System Science, vol. 55, no. 1, pp. 119-139, 1997.
    • (1997) J. Computer and System Science , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.2
  • 11
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • J. Friedman, T. Hastie, and R. Tibshirani, "Additive Logistic Regression: A Statistical View of Boosting," Annals of Statistics, vol. 38, pp. 337-374, 2000.
    • (2000) Annals of Statistics , vol.38 , pp. 337-374
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 15
    • 0344120654 scopus 로고    scopus 로고
    • Discriminative random fields: A discriminative framework for contextual interaction in classification
    • S. Kumar and M. Hebert, "Discriminative Random Fields: A Discriminative Framework for Contextual Interaction in Classification," Proc. IEEE Int'l Conf. Computer Vision, pp. 1150-1157, 2003.
    • (2003) Proc. IEEE Int'l Conf. Computer Vision , pp. 1150-1157
    • Kumar, S.1    Hebert, M.2
  • 16
    • 0142192295 scopus 로고    scopus 로고
    • Conditional random fields: Probabilistic models for segmenting and labeling sequence data
    • J. Lafferty, A. McCallum, and F. Pereira, "Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data," Proc. 18th Int'l Conf. Machine Learning, pp. 282-289, 2001.
    • (2001) Proc. 18th Int'l Conf. Machine Learning , pp. 282-289
    • Lafferty, J.1    McCallum, A.2    Pereira, F.3
  • 18
    • 0035358496 scopus 로고    scopus 로고
    • Representing and recognizing the visual appearance of materials using three-dimensional textons
    • T. Leung and J. Malik, "Representing and Recognizing the Visual Appearance of Materials Using Three-Dimensional Textons," Int'l J. Computer Vision, vol. 43, no. 1, pp. 29-44, 2001.
    • (2001) Int'l J. Computer Vision , vol.43 , Issue.1 , pp. 29-44
    • Leung, T.1    Malik, J.2
  • 19
    • 35248892096 scopus 로고    scopus 로고
    • Empirical analysis of detection cascades of boosted classifiers for rapid object detection
    • R. Lienhart, A. Kuranov, and V. Pisarevsky, "Empirical Analysis of Detection Cascades of Boosted Classifiers for Rapid Object Detection," Proc. DAGM, 25th Pattern Recognition Symp., pp. 297-304, 2003.
    • (2003) Proc. DAGM, 25th Pattern Recognition Symp. , pp. 297-304
    • Lienhart, R.1    Kuranov, A.2    Pisarevsky, V.3
  • 25
    • 12844262766 scopus 로고    scopus 로고
    • GrabCut: Interactive foreground extraction using iterated graph cuts
    • C. Rother, V. Kolmogorov, and A. Blake, "GrabCut: Interactive Foreground Extraction Using Iterated Graph Cuts," ACM Trans. Graphics, vol. 23, no. 3, pp. 309-314, 2004.
    • (2004) ACM Trans. Graphics , vol.23 , Issue.3 , pp. 309-314
    • Rother, C.1    Kolmogorov, V.2    Blake, A.3
  • 27
    • 33845423382 scopus 로고    scopus 로고
    • Textonboost: 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. IEEE European Conf. Computer Vision, 2006.
    • (2006) Proc. IEEE European Conf. Computer Vision
    • Shotton, J.1    Winn, J.2    Rother, C.3    Criminisi, A.4
  • 32
    • 8644258401 scopus 로고    scopus 로고
    • A statistical approach to texture classification from single images
    • M. Varma and A. Zisserman, "A Statistical Approach to Texture Classification from Single Images," Int'l J. Computer Vision, vol. 62, nos. 1-2, pp. 61-81, 2005.
    • (2005) Int'l J. Computer Vision , vol.62 , Issue.1-2 , pp. 61-81
    • Varma, M.1    Zisserman, A.2
  • 33
    • 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
  • 35
    • 0028498068 scopus 로고
    • Representing moving images with layers
    • Sept.
    • J.Y.A. Wang and E.H. Adelson, "Representing Moving Images with Layers," IEEE Trans. Image Processing, vol. 3, no. 5, pp. 625-638, Sept. 1994.
    • (1994) IEEE Trans. Image Processing , vol.3 , Issue.5 , pp. 625-638
    • Wang, J.Y.A.1    Adelson, E.H.2
  • 38
    • 0025972453 scopus 로고
    • Deformable templates for face recognition
    • A. Yuille, "Deformable Templates for Face Recognition," J. Cognitive Neuroscience, vol. 3, no. 1 pp. 59-70, 1991.
    • (1991) J. Cognitive Neuroscience , vol.3 , Issue.1 , pp. 59-70
    • Yuille, A.1
  • 39
    • 57849134738 scopus 로고    scopus 로고
    • Boosting-based multimodal speaker detection for distributed meeting videos
    • Dec.
    • C. Zhang, P. Yin, Y. Rui, R. Cutler, P. Viola, X. Sun, N. Pinto, and Z. Zhang, "Boosting-Based Multimodal Speaker Detection for Distributed Meeting Videos," IEEE Trans. Multimedia, vol. 10, no. 8, pp. 1541-1552, Dec. 2008.
    • (2008) IEEE Trans. Multimedia , vol.10 , Issue.8 , pp. 1541-1552
    • Zhang, C.1    Yin, P.2    Rui, Y.3    Cutler, R.4    Viola, P.5    Sun, X.6    Pinto, N.7    Zhang, Z.8


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.