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Martin Fischer

2 accepted papers

2019

3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera

ICCV 2019poster

A comprehensive semantic understanding of a scene is important for many applications - but in what space should diverse semantic information (e.g., objects, scene categories, material types, 3D shapes, etc.) be grounded and what should be its structure? Aspiring to have one unified structure that ho…

Cited by 413PDFcodeScholar
2016

3D Semantic Parsing of Large-Scale Indoor Spaces

CVPR 2016oral

In this paper, we propose a method for semantic parsing the 3D point cloud of an entire building using a hierarchical approach: first, the raw data is parsed into semantically meaningful spaces (e.g. rooms, etc) that are aligned into a canonical reference coordinate system. Second, the spaces are pa…

Cited by 2242PDFScholar