Eklemli 3B örgü dizilerinin kesimlemesi
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Abstract (EN)
3D shape segmentation is a key step for processing and understanding of digitally acquired mesh models of 3D objects and has numerous applications in computer graphics and vision such as skeleton extraction and model deformation, mesh morphing, gesture recognition, shape retrieval, compression and collision detection. While most of the existing 3D shape segmentation methods consider only static meshes, dynamic shape models of moving objects are becoming more and more commonplace with the recent advances in 3D acquisition techniques. A typical example of this trend is the use of ? xed connectivity mesh sequences to represent human actors with articulated motion.In this thesis, we present a method to segment an articulated shape given in the form of a dynamic mesh sequence by incorporating motion information so as to further improve the segmentation results obtained by static segmentation methods. We assume that the articulated shape is given in the form of a mesh sequence with ? xed connectivity so that the interframe vertex correspondences, hence the vertex movements, are known a priori. We use different postures of an articulated shape in multiple frames to constitute an af ? nity matrix which encodes both temporal and spatial similarities between surface points. The shape is then decomposed into segments in spectral domain based on the af ? nity matrix using one of the merge-cluster algorithm or the standard K-means clustering algorithm. The performance of the proposed segmentation method is demonstrated on various mesh sequences.
Author
Emre Kalafatlar
Institution
How to Cite
Emre Kalafatlar (Master Thesis). Eklemli 3B örgü dizilerinin kesimlemesi, 2010, Koç University.
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