Bin Tan

I'm currently a research scientist at Ant Group. I obtained Ph.D. degree from 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

Recent News

[05/2025]: Two papers (PlanarSplatting and ScaleLSD) are accepted to CVPR 2025!

[05/2024]: One paper (NEAT) is accepted to CVPR 2024!

[09/2023]: One paper (NOPE-SAC) is accepted to IEEE TPAMI!

Publications

^* indicates equal contribution, ^† indicates the corresponding author

	LingBot-Depth: Masked Depth Modeling for Spatial Perception Bin Tan, Changjiang Sun, Xiage Qin, Hanat Adai, Zelin Fu, Tianxiang Zhou, Han Zhang, Yinghao Xu, Xing Zhu, Yujun Shen, Nan Xue^† preprint, 2026 arXiv / project page / code
	Interacted Planes Reveal 3D Line Mapping Zeran Ke, Bin Tan, Gui-Song Xia, Yujun Shen, Nan Xue^† IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2026 arXiv / project page / code
	Seeing through Satellite Images at Street Views Ming Qian, Bin Tan, Qiuyu Wang, Xianwei Zheng, Hanjiang Xiong, Gui-Song Xia, Yujun Shen, Nan Xue IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2026 arXiv / project page / code
	PLANA3R: Zero-shot Metric Planar 3D Reconstruction via Feed-Forward Planar Splatting Changkun Liu^, Bin Tan^, Zeran Ke, Shangzhan Zhang, Jiachen Liu, Ming Qian, Nan Xue Yujun Shen, Tristan Braud, NeurIPS, 2025 arXiv / project page / code
	PlanarSplatting: Accurate Planar Surface Reconstruction in 3 Minutes Bin Tan, Rui Yu, Yujun Shen, Nan Xue^† CVPR, 2025 Highlight Presentation (All strong accept) arXiv / project page / code
	ScaleLSD: Scalable Deep Line Segment Detection Streamlined Zeran Ke, Bin Tan, Xianwei Zheng, Yujun Shen, Tianfu Wu, Nan Xue^† CVPR, 2025 arXiv / project page / code
	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.
	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), 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.
	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
	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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