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Title:

Manifold learning theory and applications / [edited by] Yunqian Ma, Yun Fu.

Publisher:

CRC ;

Copyright Date:

2012

Description:

xxiv, 290 p., [16] p. of plates : ill. (some col.) ; 27 cm.

Subject:

Manifolds (Mathematics)

Other Authors:

Ma, Yunqian.
Fu, Yun.

Notes:

Includes bibliographical references and index.

Contents:

Human motion analysis applications of manifold learning / Ahmed Elgammal and Chan Su Lee. Robust Laplacian eigenmaps using global information / Shounak Roychowdhury and Joydeep Ghosh -- Density preserving maps / Arkadas Ozakin, Nikolaos Vasiloglou II, Alexander Gray -- Sample complexity in manifold learning / Hariharan Narayanan -- Manifold alignment / Chang Wang, Peter Krafft, and Sridhar Mahadevan -- Large-scale manifold learning / Ameet Talwalkar, Sanjiv Kumar, Mehryar Mohri, Henry Rowley -- Metric and heat kernel / Wei Zeng, Jian Sun, Ren Guo, Feng Luo, and Xianfeng Gu -- Discreet Ricci flow for surface and 3-manifold / Xianfeng Gu, Wei Zeng, Feng Luo, and Shing-Tung Yau -- 2D and 3D objects morphing using manifold techniques / Chafik Samir, Pierre-Antoine Absil, and Paul Van Dooren -- Learning image manifolds from local features / Ahmed Elgammal and Marwan Torki -- Human motion analysis applications of manifold learning / Ahmed Elgammal and Chan Su Lee.

ISBN:

1439871094 (hbk.)
9781439871096 (hbk.)

OCLC:

(OCoLC)751753027

Locations:

USUX851 -- Iowa State University - Parks Library (Ames)