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» Generating models for temporal representations
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142
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TSMC
2010
14 years 10 months ago
Dual Gait Generative Models for Human Motion Estimation From a Single Camera
This paper presents a general gait representation framework for video-based human motion estimation. Specifically, we want to estimate the kinematics of an unknown gait from image ...
Xin Zhang, Guoliang Fan
137
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TMI
2008
154views more  TMI 2008»
15 years 3 months ago
Brain Anatomical Structure Segmentation by Hybrid Discriminative/Generative Models
In this paper, a hybrid discriminative/generative model for brain anatomical structure segmentation is proposed. The learning aspect of the approach is emphasized. In the discrimin...
Zhuowen Tu, Katherine Narr, Piotr Dollár, I...
99
Voted
CDC
2009
IEEE
116views Control Systems» more  CDC 2009»
15 years 8 months ago
Motor planning as an optimization of command representation
— A fundamental problem in the field of motor neuroscience is to understand how our brain generates appropriate motor commands for precise movements effortlessly. The problem se...
Shiro Ikeda, Yutaka Sakaguchi
122
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GRAPHICSINTERFACE
2007
15 years 5 months ago
Improved skeleton extraction and surface generation for sketch-based modeling
For the generation of freeform models, sketching interfaces have raised an increasing interest due to their intuitive approach. It is now possible to infer a 3D model directly fro...
Florian Levet, Xavier Granier
162
Voted
CVPR
2011
IEEE
14 years 12 months ago
On Deep Generative Models with Applications to Recognition
The most popular way to use probabilistic models in vision is first to extract some descriptors of small image patches or object parts using well-engineered features, and then to...
Marc', Aurelio Ranzato, Joshua Susskind, Volodymyr...