Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling

© 2018 IEEE. We study 3D shape modeling from a single image and make contributions to it in three aspects. First, we present Pix3D, a large-scale benchmark of diverse image-shape pairs with pixel-level 2D-3D alignment. Pix3D has wide applications in shape-related tasks including reconstruction, retr...

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Bibliographic Details
Main Authors: Sun, Xingyuan, Wu, Jiajun, Zhang, Xiuming, Zhang, Zhoutong, Zhang, Chengkai, Xue, Tianfan, Tenenbaum, Joshua B, Freeman, William T
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: 2022
Online Access:https://hdl.handle.net/1721.1/132170.2