Description: S-ISOMAP is a manifold learning algorithm, which is a supervised variant of ISOMAP. Reference: X. Geng, D.-C. Zhan, and Z.-H. Zhou. Supervised nonlinear dimensionality reduction for visualization and classification. IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics, 2005, vol.35, no.6, pp.1098-1107.
標簽： Description supervised algorithm S-ISOMAP
上傳時間： 2015-04-10
上傳用戶：wfeel
ISOMAP算法，包括dfun.m dijk.m ISOMAP.m l2_distance.m等等等等，一種流形學習算法（很好用，本人編譯運行并仿真實現過）
上傳時間： 2013-12-10
上傳用戶：zhaiyanzhong
關于graphics的ISOMAP的論文
上傳時間： 2013-12-14
上傳用戶：zhliu007
實現核ISOMAP算法,解決測試點問題和ROBUST問題
上傳時間： 2015-09-19
上傳用戶：klin3139
We propose a novel approach for head tracking, which combines particle filters with ISOMAP. The particle filter works on the low-dimensional embedding of training images. It indexes into the ISOMAP with its state variables to find the closest template for each particle. The most weighted particle approximates the location of head. We develop a synthetic video sequence to test our technique. The results we get show that the tracker tracks the head which changes position, poses and lighting conditions.
標簽： approach combines particle tracking
上傳時間： 2016-01-02
上傳用戶：yy541071797
Instructions for ISOMAP code.
標簽： Instructions ISOMAP code for
上傳時間： 2016-02-08
上傳用戶：wyc199288
ISOMAP等規度映射，特征提取，機器學習
上傳時間： 2016-10-08
上傳用戶：問題問題
包含了大多數流形學習方法的代碼,有PCA,ISOMAP,LLE,HLLE
上傳時間： 2014-01-22
上傳用戶：wweqas
S-ISOMAP is a manifold learning algorithm, which is a supervised variant of ISOMAP.
標簽： supervised algorithm S-ISOMAP manifold
上傳時間： 2014-01-11
上傳用戶：lacsx
mani: MANIfold learning demonstration GUI by Todd Wittman, Department of Mathematics, University of Minnesota E-mail wittman@math.umn.edu with comments & questions. MANI Website: httP://www.math.umn.edu/~wittman/mani/index.html Last Modified by GUIDE v2.5 10-Apr-2005 13:28:36 Methods obtained from various authors. (1) MDS -- Michael Lee (2) ISOMAP -- J. Tenenbaum, de Silva, & Langford (3) LLE -- Sam Roweis & Lawrence Saul (4) Hessian LLE -- D. Donoho & C. Grimes (5) Laplacian -- M. Belkin & P. Niyogi (6) Diffusion Map -- R. Coifman & S. Lafon (7) LTSA -- Zhenyue Zhang & Hongyuan Zha
標簽： demonstration Mathematics Department University
上傳時間： 2016-10-29
上傳用戶：youmo81
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