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Zhijie Shen

I am a Ph.D. candidate at Beijing Jiaotong University (BJTU) in MePro, advised by Professor Chunyu Lin. I am on track to get my PhD in 2025.

I was born and raised in Weifang, the kites' capital of the world.

Research Interests

My research interests include Omnidirectional Computer Vision (Monocular Depth Estimation, Segmentation, Layout estimation, etc.).

  zhjshen AT bjtu DOT edu DOT cn                       Google Scholar

News

  • 2024/08 -- One paper has been accepted by TPAMI.
  • 2023/06 -- The team I lead becomes the final winner of the MVL Challenge on OmniCV (CVPR workshop).
  • 2023/03 -- One paper has been accepted by CVPR 2023.
  • 2022/07 -- One paper has been accepted by TCSVT 2022.
  • 2022/07 -- One paper has been accepted by ECCV 2022.

Publications

Preprint

You Need a Transition Plane: Bridging Continuous Panoramic 3D Reconstruction with Perspective Gaussian Splatting
Zhijie Shen, Chunyu Lin, Shujuan Huang, Lang Nie, Kang Liao, Yao Zhao
[Paper] [Code]

Revisiting Monocular 3D Object Detection with Depth Thickness Field
Qiude Zhang, Chunyu Lin, Zhijie Shen, Lang Nie, Yao Zhao
[Paper] [Code]

Revisiting 360 Depth Estimation with PanoGabor: A New Fusion Perspective
Zhijie Shen, Chunyu Lin,Lang Nie, Kang Liao, Weisi Lin, Yao Zhao
[Paper] [Code]

2025

SGFormer: Spherical Geometry Transformer for 360◦ Depth Estimation
Junsong Zhang, Zisong Chen, Chunyu Lin, Zhijie Shen, Lang Nie, Yao Zhao
[Paper] [Code]

2024

360 Layout Estimation via Orthogonal Planes Disentanglement and Multi-view Geometric Consistency Perception
Zhijie Shen, Chunyu Lin, Junsong Zhang, Lang Nie, Kang Liao, Yao Zhao
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
[Paper] [Code]

2023

Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion Awareness
Zhijie Shen, Zishuo Zheng, Chunyu Lin, Kang Liao, Lang Nie, Shuai Zheng, Yao Zhao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
[arXiv] [Github]

Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillation
Zishuo Zheng, Chunyu Lin, Lang Nie, Kang Liao, Zhijie Shen, Yao Zhao
Winter Conference on Applications of Computer Vision (WACV) 2023
[arXiv] [Github]

2022

Neural Contourlet Network for Monocular 360° Depth Estimation
Zhijie Shen, Chunyu Lin, Lang Nie, Kang Liao, Yao Zhao
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
[PDF] [Github]

PanoFormer: Panorama Transformer for Indoor 360° Depth Estimation
Zhijie Shen, Chunyu Lin, Kang Liao, Lang Nie, Zishuo Zheng, Yao Zhao
European Conference on Computer Vision (ECCV), 2022
[arXiv] [Github]

2021

Distortion-tolerant monocular depth estimation on omnidirectional images using dual-cubemap
Zhijie Shen; Chunyu Lin; Lang Nie; Kang Liao; Yao Zhao
International Conference on Multimedia and Expo (ICME), 2021
[PDF]

Selected Award

Academic Service & Activities

Frequent Reviewer

Invited Talk