Search Results for author: Yawen Lai

Found 3 papers, 2 papers with code

OmniCity: Omnipotent City Understanding with Multi-level and Multi-view Images

no code implementations • CVPR 2023 • Weijia Li, Yawen Lai, Linning Xu, Yuanbo Xiangli, Jinhua Yu, Conghui He, Gui-Song Xia, Dahua Lin

More precisely, the OmniCity contains multi-view satellite images as well as street-level panorama and mono-view images, constituting over 100K pixel-wise annotated images that are well-aligned and collected from 25K geo-locations in New York City.

Instance Segmentation Segmentation +1

Paper
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Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation

1 code implementation • CVPR 2022 • Rui Peng, Rongjie Wang, Zhenyu Wang, Yawen Lai, Ronggang Wang

Depth estimation is solved as a regression or classification problem in existing learning-based multi-view stereo methods.

Ranked #9 on 3D Reconstruction on DTU

3D Reconstruction Classification +3

220

Paper
Code

Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation

1 code implementation • ICCV 2021 • Rui Peng, Ronggang Wang, Yawen Lai, Luyang Tang, Yangang Cai

Self-supervised methods play an increasingly important role in monocular depth estimation due to their great potential and low annotation cost.

Ranked #4 on Monocular Depth Estimation on KITTI Eigen split unsupervised

Data Augmentation Monocular Depth Estimation +1

125

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