Method and apparatus for estimating body shape
作者： Matthew M. Loper , Timothy S. St. Clair , Alexandru O. Balan , Alexander W. Weiss , Michael J. Black
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摘要: A system and method of estimating the body shape an individual from input data such as images or range maps. The may appear in one more poses captured at different times a consistent is computed for all poses. minimal tight-fitting clothing normal wherein described produces estimate under clothing. Clothed bare regions are detected via image classification fitting adapted to treat each region differently. Body shapes represented parametrically matched other bodies based on similarity features. Standard measurements extracted using parametric non-parametric functions shape. components support many applications scanning, advertising, social networking, collaborative filtering Internet shopping.
google.be 参考文章(111)
Dragomir Anguelov, Praveen Srinivasan, Daphne Koller, Sebastian Thrun, Jim Rodgers, James Davis, SCAPE: shape completion and animation of people international conference on computer graphics and interactive techniques. ,vol. 24, pp. 408- 416 ,(2005) , 10.1145/1073204.1073207
N. Hasler, C. Stoll, M. Sunkel, B. Rosenhahn, H.-P. Seidel, A Statistical Model of Human Pose and Body Shape Computer Graphics Forum. ,vol. 28, pp. 337- 346 ,(2009) , 10.1111/J.1467-8659.2009.01373.X
Thomas Funkhouser, Michael Kazhdan, Patrick Min, Philip Shilane, Shape-based retrieval and analysis of 3d models Communications of The ACM. ,vol. 48, pp. 58- 64 ,(2005) , 10.1145/1064830.1064859
Hyewon Seo, Nadia Magnenat-Thalmann, An automatic modeling of human bodies from sizing parameters interactive 3d graphics and games. pp. 19- 26 ,(2003) , 10.1145/641480.641487
Jonathan Deutscher, Ian Reid, Articulated Body Motion Capture by Stochastic Search International Journal of Computer Vision. ,vol. 61, pp. 185- 205 ,(2005) , 10.1023/B:VISI.0000043757.18370.9C
Cristian Sminchisescu, Bill Triggs, Estimating Articulated Human Motion with Covariance Scaled Sampling The International Journal of Robotics Research. ,vol. 22, pp. 371- 391 ,(2003) , 10.1177/0278364903022006003
Hsi-Jian Lee, Zen Chen, Determination of 3D human body postures from a single view Graphical Models \/graphical Models and Image Processing \/computer Vision, Graphics, and Image Processing. ,vol. 30, pp. 148- 168 ,(1985) , 10.1016/0734-189X(85)90094-5
Camillo J. Taylor, Reconstruction of Articulated Objects from Point Correspondences in a Single Uncalibrated Image Computer Vision and Image Understanding. ,vol. 80, pp. 349- 363 ,(2000) , 10.1006/CVIU.2000.0878
Vittorio Ferrari, Manuel Marin-Jimenez, Andrew Zisserman, Progressive search space reduction for human pose estimation computer vision and pattern recognition. pp. 1- 8 ,(2008) , 10.1109/CVPR.2008.4587468
Jeffrey C. Lagarias, James A. Reeds, Margaret H. Wright, Paul E. Wright, Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions Siam Journal on Optimization. ,vol. 9, pp. 112- 147 ,(1998) , 10.1137/S1052623496303470