Learning to Fuse Monocular and Multi-view Cues for Multi-frame Depth Estimation in Dynamic Scenes
Rui Li, Dong Gong, Wei Yin, Hao Chen, Yu Zhu, Kaixuan Wang, Xiaozhi Chen, Jinqiu Sun, Yanning Zhang
CVPR, 2023
Hierarchical Normalization for Robust Monocular Depth Estimation
Chi Zhang, Wei Yin, Zhibin Wang, Gang Yu, Bin Fu, Chunhua Shen
NIPS, 2022
Towards Accurate Reconstruction of 3D Scene Shape from A Single Monocular Image
Wei Yin, Jianming Zhang, Oliver Wang, Simon Niklaus, Simon Chen, Yifan Liu, Chunhua Shen
TPAMI, 2022
PointInst3D: Segmenting 3D Instances by Points
Tong He, Wei Yin*, Chunhua Shen, Anton van den Hengel
ECCV, 2022
Improving Monocular Visual Odometry Using Learned Depth
Libo Sun*, Wei Yin*, Enze Xie, Zhengrong Li, Changming Sun, Chunhua Shen
Transactions on Robotics (TRO), 2022
Retrieval Augmented Classification for Long-Tail Visual Recognition
Alex Long, Wei Yin, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait, Ravi Garg, Alan Blair, Chunhua Shen, Anton van den Hengel
Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction
Wei Yin, Yifan Liu, Chunhua Shen
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Learning to Recover 3D Scene Shape from a Single Image
Wei Yin, Jianming Zhang, Oliver Wang, Simon Niklaus, Long Mai, Simon Chen, Chunhua Shen
Conference on Computer Vision and Pattern Recognition (CVPR), 2021, Oral!
Generic Perceptual Loss for Modeling Structured Output Dependencies
Yifan Liu, Hao Chen, Yu Chen, Wei Yin, Chunhua Shen
Conference on Computer Vision and Pattern Recognition (CVPR), 2021
DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data
Wei Yin, Xinlong Wang, Chunhua Shen, Yifan Liu, Zhi Tian, Songcen Xu, Changming Sun, Dou Renyin
Arxiv, 2020
Task-Aware Monocular Depth Estimation for 3D Object Detection
Xinlong Wang, Wei Yin, Tao Kong, Yuning Jiang, Lei Li, Chunhua Shen
Conference on Artificial Intelligence (AAAI), 2020, Oral!
Enforcing geometric constraints of virtual normal for depth prediction
Wei Yin, Yifan Liu, Chunhua Shen, Youliang Yan
International Conference on Computer Vision (ICCV), 2019