Lei Zhou (周磊)

About

A PhD / An Engineer / An Investor / A Dog Lover / A Life-long Learner

随思随想

跟凯撒学领导力

我们应该如何筛选自媒体

在西藏,见自己见天地见众生

俄罗斯的宿命:西方的铁蹄和南方的海风

我们终将被王力宏事件抹平

玉娇龙与第一性原理

人生的杠杆定律(译)

Finance

AMD,给后进生的掌声

Nike的独立宣言

元宇宙是一个buzzword吗? 谈谈Facebook

当我投资苹果,我在投资什么?

投资者与市场波动(译)

Technical

Steps to Setup VPN PPTP Client on CentOS7

地理信息系统中的常用坐标系

Optimization for Least Square Problems

Links

Blog / Life / Project / Google scholar

Publications

2020 ¬

Stochastic Bundle Adjustment for Efficient and Scalable 3D Reconstruction [arxiv][github][video]
Lei Zhou, Zixin Luo, Mingmin Zhen, Tianwei Shen, Shiwei Li, Zhuofei Huang, Tian Fang, Long Quan
European Conference on Computer Vision (ECCV) 2020

Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation [arxiv]
Mingmin Zhen, Shiwei Li, Lei Zhou, Jiaxiang Shang, Haoan Feng, Tian Fang, Long Quan
European Conference on Computer Vision (ECCV) 2020

Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency [arxiv] [github]
Jiaxiang Shang, Tianwei Shen, Shiwei Li, Lei Zhou, Mingmin Zhen, Tian Fang, Long Quan
European Conference on Computer Vision (ECCV) 2020

KFNet: Learning Temporal Camera Relocalization using Kalman Filtering [arxiv][github][poster][video]
Lei Zhou, Zixin Luo, Tianwei Shen, Jiahui Zhang, Mingmin Zhen, Yao Yao, Tian Fang, Long Quan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020 (oral)

D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features [arxiv][github]
Xuyang Bai, Zixin Luo, Lei Zhou, Hongbo Fu, Long Quan, Chiew-Lan Tai
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020 (oral)

ASLFeat: Learning Local Features of Accurate Shape and Localization [arxiv][github]
Zixin Luo, Lei Zhou, Xuyang Bai, Hongkai Chen, Jiahui Zhang, Yao Yao, Shiwei Li, Tian Fang, Long Quan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020

BlendedMVS: A Large-scale Dataset for Generalized Multi-view Stereo Networks [arxiv][github]
Yao Yao, Zixin Luo, Shiwei Li, Jingyang Zhang, Yufan Ren, Lei Zhou, Tian Fang, Long Quan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020

Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts [arxiv]
Mingmin Zhen, Jinglu Wang, Lei Zhou, Shiwei Li, Tianwei Shen, Jiaxiang Shang, Tian Fang, Long Quan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020

2019 ¬

Learning Two-View Correspondences and Geometry Using Order-Aware Network [arxiv][github]
Jiahui Zhang, Dawei Sun, Zixin Luo, Anbang Yao, Lei Zhou, Tianwei Shen, Yurong Chen, Long Quan, Hongen Liao
International Conference on Computer Vision (ICCV) 2019

Self-Supervised Learning of Depth and Motion Under Photometric Inconsistency [arxiv][github]
Tianwei Shen, Zixin Luo, Lei Zhou, Yao Yao, Shiwei Li, Jiahui Zhang, Tian Fang, Long Quan
International Conference on Computer Vision Workshop (ICCVW) 2019

ContextDesc: Local Descriptor Augmentation with Cross-Modality Context [arxiv][github]
Zixin Luo, Tianwei Shen, Lei Zhou, Jiahui Zhang, Yao Yao, Shiwei Li, Tian Fang, Long Quan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019 (oral)

Learning Fully Dense Neural Networks for Image Semantic Segmentation [arxiv]
Mingmin Zhen, Jinglu Wang, Lei Zhou, Tian Fang, Long Quan
Association for the Advancement of Artificial Intelligence (AAAI) 2019

Beyond Photometric Loss for Self-Supervised Ego-Motion Estimation [arxiv][github]
Tianwei Shen, Zixin Luo, Lei Zhou, Hanyu Deng, Runze Zhang, Tian Fang, Long Quan
International Conference on Robotics and Automation (ICRA) 2019

2018 ¬

Learning and Matching Multi-View Descriptors for Registration of Point Clouds [arxiv][supp][github]
Lei Zhou, Siyu Zhu, Zixin Luo, Tianwei Shen, Runze Zhang, Mingmin Zhen, Tian Fang, Long Quan
European Conference on Computer Vision (ECCV) 2018

GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints [arxiv][github]
Zixin Luo, Tianwei Shen, Lei Zhou, Siyu Zhu, Runze Zhang, Yao Yao, Tian Fang, Long Quan
European Conference on Computer Vision (ECCV) 2018

Matchable Image Retrieval by Learning from Surface Reconstruction [arxiv][github]
Tianwei Shen, Zixin Luo, Lei Zhou, Runze Zhang, Siyu Zhu, Tian Fang, Long Quan
Asian Conference on Computer Vision (ACCV) 2018

Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus [pdf]
Runze Zhang, Siyu Zhu, Tianwei Shen, Lei Zhou, Zixin Luo, Tian Fang, Long Quan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2018

Very Large-Scale Global SfM by Distributed Motion Averaging [pdf]
Siyu Zhu, Runze Zhang, Lei Zhou, Tianwei Shen, Tian Fang, Ping Tan, Long Quan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018

2017 ¬

Progressive Large Scale-Invariant Image Matching in Scale Space [pdf][video]
Lei Zhou, Siyu Zhu, Tianwei Shen, Jinglu Wang, Tian Fang, Long Quan
International Conference on Computer Vision (ICCV) 2017

Parallel Structure from Motion from Local Increment to Global Averaging [arxiv]
Siyu Zhu, Tianwei Shen, Lei Zhou, Runze Zhang, Jinglu Wang, Tian Fang, Long Quan

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