Bin Tan
I am a fourth year Ph.D. student at the School of Computer Science, Wuhan University under the co-supervision of Prof. Nan Xue and Gui-Song Xia.
I'm now interested in 3D reconstruction and scene representation with geometric structures.
Email: tanbin[at]whu[dot]edu[dot]cn
Google Scholar  / 
Github
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Recent News
[09/2023]: One paper (NOPE-SAC) is accepted to IEEE TPAMI!
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Publications
* indicates equal contribution,
† indicates the corresponding author
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NEAT: Distilling 3D Wireframes from Neural Attraction Fields
Nan Xue,
Bin Tan,
Yuxi Xiao,
Liang Dong,
Gui-Song Xia,
Tianfu Wu,
Yujun Shen
CVPR, 2024
arXiv /
PDF /
video /
code
We present a neural 3D wireframe reconstruction approach without explicit line segment matching.
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NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction
Bin Tan,
Nan Xue†,
Tianfu Wu,
Gui-Song Xia
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), Accepted, 2023
arXiv /
code
We present a novel Neural One-PlanE RANSAC framework (NOPE-SAC) that learns one-plane pose hypotheses from 3D plane correspondences for sparse-view planar reconstruction.
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HoW-3D: Holistic 3D Wireframe Perception from a Single Image
Wenchao Ma,
Bin Tan,
Nan Xue,
Tianfu Wu,
Xianwei Zheng,
Gui-Song Xia
3DV, 2022
arXiv /
code /
video
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PlaneTR: Structure-Guided Transformers for 3D Plane Recovery
Bin Tan*,
Nan Xue*,
Song Bai,
Tianfu Wu,
Gui-Song Xia†
ICCV, 2021
arXiv /
code
We present a novel model, PlaneTR, that simultaneously leverages the context information and global structure cues to recover 3D planes from a single image.
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