Retrieving indoor objects: 2D-3D alignment using single image and interactive ROI-based refinement

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Fuchang Liu, Shuangjian Wang, Dandan Ding, Qingshu Yuan, Zhengwei Yao, Zhigeng Pan, Haisheng Li

Published: 2018, Last Modified: 25 Jan 2026Comput. Graph. 2018EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Our approach produces CAD models of indoor objects from a single photo.•We combine a deep CNN for object detection with a deformable part based alignment model.•Users can interactively refine alignment results via shape similarities in user-specified ROIs.•We use fuzzy correspondences between points on the 3D shapes to support ROI-based similarity searches.