Uncovering the Hidden Cost of Model Compression
Diganta Misra, Muawiz Chaudhary, et al.
CVPRW 2024
Many real-word polygonal surfaces contain topological singularities that represent a challenge for processes such as simplification, compression, and smoothing. We present an algorithm that removes singularities from nonmanifold sets of polygons to create manifold (optionally oriented) polygonal surfaces. We identify singular vertices and edges, multiply singular vertices, and cut through singular edges. In an optional stitching operation, we maintain the surface as a manifold while joining boundary edges. We present two different edge stitching strategies, called pinching and snapping. Our algorithm manipulates the surface topology and ignores physical coordinates. Except for the optional stitching, the algorithm has a linear complexity and requires no floating point operations. In addition to introducing new algorithms, we expose the complexity (and pitfalls) associated with stitching. Finally, several real-world examples are studied.
Diganta Misra, Muawiz Chaudhary, et al.
CVPRW 2024
Ken C.L. Wong, Satyananda Kashyap, et al.
Pattern Recognition Letters
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ICPR 2012
Luís Henrique Neves Villaça, Sean Wolfgand Matsui Siqueira, et al.
SBSI 2023