We present an appearance-based 3D hand posture estimation method that determines a ranked set of possible hand posture candidates from an unmarked hand ...
[PDF] 3D Hand Pose Reconstruction With ISOSOM - UCSB Computer Science
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Aug 24, 2005 · The experimental results show that the ISOSOM algorithm performs better than traditional image retrieval algorithms for hand pose estima- tion.
3D Hand Pose Reconstruction with ISOSOM | UCSB Computer Science
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Sep 1, 2005 · A general algorithm called ISOSOM is proposed for nonlinear dimension reduction, applied to 3D hand pose reconstruction to establish the mapping ...
Abstract. We present an appearance-based 3D hand posture estima- tion method that determines a ranked set of possible hand posture can-.
Oct 22, 2024 · The experimental results show that the ISOSOM algorithm performs better than traditional image retrieval algorithms for hand pose estima- tion.
A novel method that, given a sequence of synchronized views of a human hand, recovers its 3D position, orientation and full articulation parameters using ...
This work focuses on the problem of appearance-based 3D hand posture and pose estimation. Firstly, we propose the Isometric Self-Organizing Map (ISOSOM) ...
We propose an Isometric Self-Organizing Map (ISO-. SOM) method for nonlinear dimensionality reduction, which integrates a Self-Organizing Map model and an.
The H-ISOSOM algorithm is proposed, which learns an organized structure of a non-convex, large scale manifold and represents it by a set of hierarchical ...
We perform 3D hand posture estimation on this map, showing that the ISOSOM algorithm performs better than traditional image retrieval algorithms for pose ...