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2026-02-22 13:13:54
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Deformation-Aware Retrieval Deformation-Aware 3D Model Embedding and Retrieval Mikaela Angelina Uy 1 Jingwei Huang 1 Minhyuk Sung 2 Tolga Birdal 1 Leonidas Guibas 1 1 Stanford University 2 Adobe Research European Conference on Computer Vision (ECCV), 2020 Deformation-Aware Embedding Space: This figure shows an overview of 1) the design of our deformation-aware embedding space using source-dependent egocentric distance fields, 2) siamese network architecture, and 3) formulation of the asymmetric embedding distance. Abstract We introduce a new problem of retrieving 3D models that are deformable to a given query shape and present a novel deep deformation-aware embedding to solve this retrieval task. 3D model retrieval is a fundamental operation for recovering a clean and complete 3D model from a noisy and partial 3D scan. However, given a finite collection of 3D s...
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