ECCV 2020poster95 citations
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve
Weicheng Kuo, Anelia Angelova, Tsung-Yi Lin, Angela Dai
Abstract
Object recognition has seen significant progress in the image domain, with focus primarily on 2D perception. We propose to leverage existing large-scale datasets of 3D models to understand the underlying 3D structure of objects seen in an image by constructing a CAD-based representation of the objects and their poses. We present Mask2CAD, which jointly detects objects in real-world images and for each detected object, optimizes for the most similar CAD model and its pose.
BibTeX
@inproceedings{eccv2020_mask2cad3dshapep,
title = {Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve},
author = {Weicheng Kuo and Anelia Angelova and Tsung-Yi Lin and Angela Dai},
booktitle = {ECCV 2020},
year = {2020}
}