Geometry and Learning in 3D Shape Processing Problems-các vấn đề xử lý h...

Geometry and Learning in 3D Shape Processing Problems-các vấn đề xử lý hình dạng 3D

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Title: Geometry and Learning in 3D Shape Processing Problems

Keynote Lecturer: Alexander BronsteinPresented on: 29/01/2018, Funchal, Madeira, Portugal

Abstract: The need to analyze, synthesize and process three-dimensional objects is a fundamental ingredient in numerous computer vision and graphics tasks. In thistalk, I will show how several geometric notions related to the Laplacianspectrumprovide a set of tools for efficiently manipulating deformable shapes. I will also show how this framework combined with recent ideas in deep learning promises to bring shape processing problems to new levels of accuracy.