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    ICMCS
    2005
    IEEE
    111views Multimedia» more  ICMCS 2005»
    Manifold learning, a promised land or work in progress?
    14 years 2 months ago
    Manifold learning, a promised land or work in progress?
    Download  www.cecs.uci.edu
    ABSTRACT In this paper, we report our experiments using a realworld image dataset to examine the effectiveness of Isomap, LLE and KPCA. The 1,897-image dataset we used consists of ...
    Mei-Chen Yeh, I-Hsiang Lee, Gang Wu, Yi Wu, Edward...
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    CVPR
    2010
    IEEE
    288views Computer Vision» more  CVPR 2010»
    Learning 3D Shape from a Single Facial Image via Non-linear Manifold Embedding and Alignment
    13 years 11 months ago
    Learning 3D Shape from a Single Facial Image via Non-linear Manifold Embedding and Alignment
    Download  www.vis.uky.edu
    The 3D reconstruction of a face from a single frontal image is an ill-posed problem. This is further accentuated when the face image is captured under different poses and/or compl...
    Xianwang Wang, Ruigang Yang
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    TIP
    2008
    256views more  TIP 2008»
    Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression
    13 years 8 months ago
    Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression
    Download  pages.cs.wisc.edu
    Estimating human age automatically via facial image analysis has lots of potential real-world applications, such as human computer interaction and multimedia communication. However...
    Guodong Guo, Yun Fu, Charles R. Dyer, Thomas S. Hu...
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    BMVC
    2010
    256views Computer Vision» more  BMVC 2010»
    Manifold Learning for ToF-based Human Body Tracking and Activity Recognition
    13 years 6 months ago
    Manifold Learning for ToF-based Human Body Tracking and Activity Recognition
    Download  ar.in.tum.de
    In this paper, we propose a method for simultaneous human full-body pose tracking and activity recognition from time-of-flight (ToF) camera images. Simple and sparse depth cues ar...
    Loren Arthur Schwarz, Diana Mateus, Victor Castane...
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    ICRA
    2008
    IEEE
    265views Robotics» more  ICRA 2008»
    Trajectory generation for dynamic bipedal walking through qualitative model based manifold learning
    14 years 3 months ago
    Trajectory generation for dynamic bipedal walking through qualitative model based manifold learning
    Download  www.cs.utexas.edu
    — Legged robots represent great promise for transport in unstructured environments. However, it has been difficult to devise motion planning strategies that achieve a combinatio...
    Subramanian Ramamoorthy, Benjamin Kuipers
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