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Learning to Match Features with Seeded Graph Matching Network


Aug 19, 2021
Hongkai Chen, Zixin Luo, Jiahui Zhang, Lei Zhou, Xuyang Bai, Zeyu Hu, Chiew-Lan Tai, Long Quan

* Accepted by ICCV2021, code to be realeased at https://github.com/vdvchen/SGMNet 

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PointDSC: Robust Point Cloud Registration using Deep Spatial Consistency


Mar 09, 2021
Xuyang Bai, Zixin Luo, Lei Zhou, Hongkai Chen, Lei Li, Zeyu Hu, Hongbo Fu, Chiew-Lan Tai

* Accepted to CVPR 2021, supplementary materials included 

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Visibility-aware Multi-view Stereo Network


Aug 19, 2020
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang

* Accepted to BMVC 2020 

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Learning Stereo Matchability in Disparity Regression Networks


Aug 11, 2020
Jingyang Zhang, Yao Yao, Zixin Luo, Shiwei Li, Tianwei Shen, Tian Fang, Long Quan

* Accepted to ICPR 2020 

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Stochastic Bundle Adjustment for Efficient and Scalable 3D Reconstruction


Aug 02, 2020
Lei Zhou, Zixin Luo, Mingmin Zhen, Tianwei Shen, Shiwei Li, Zhuofei Huang, Tian Fang, Long Quan

* Accepted by ECCV 2020 

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ASLFeat: Learning Local Features of Accurate Shape and Localization


Apr 19, 2020
Zixin Luo, Lei Zhou, Xuyang Bai, Hongkai Chen, Jiahui Zhang, Yao Yao, Shiwei Li, Tian Fang, Long Quan

* Accepted to CVPR 2020, supplementary materials included, code available 

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KFNet: Learning Temporal Camera Relocalization using Kalman Filtering


Mar 24, 2020
Lei Zhou, Zixin Luo, Tianwei Shen, Jiahui Zhang, Mingmin Zhen, Yao Yao, Tian Fang, Long Quan

* An oral paper of CVPR 2020 

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D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features


Mar 06, 2020
Xuyang Bai, Zixin Luo, Lei Zhou, Hongbo Fu, Long Quan, Chiew-Lan Tai

* Accepted to CVPR 2020, supplementary materials included 

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BlendedMVS: A Large-scale Dataset for Generalized Multi-view Stereo Networks


Nov 22, 2019
Yao Yao, Zixin Luo, Shiwei Li, Jingyang Zhang, Yufan Ren, Lei Zhou, Tian Fang, Long Quan


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Self-Supervised Learning of Depth and Motion Under Photometric Inconsistency


Sep 19, 2019
Tianwei Shen, Lei Zhou, Zixin Luo, Yao Yao, Shiwei Li, Jiahui Zhang, Tian Fang, Long Quan

* International Conference on Computer Vision (ICCV) Workshop 2019 

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Learning Two-View Correspondences and Geometry Using Order-Aware Network


Aug 14, 2019
Jiahui Zhang, Dawei Sun, Zixin Luo, Anbang Yao, Lei Zhou, Tianwei Shen, Yurong Chen, Long Quan, Hongen Liao

* Accepted to ICCV 2019, and Winner solution to both tracks of CVPR IMW 2019 Challenge. Code will be available soon at https://github.com/zjhthu/OANet.git 

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ContextDesc: Local Descriptor Augmentation with Cross-Modality Context


Apr 08, 2019
Zixin Luo, Tianwei Shen, Lei Zhou, Jiahui Zhang, Yao Yao, Shiwei Li, Tian Fang, Long Quan

* Accepted to CVPR 2019 (oral), supplementary materials included. (https://github.com/lzx551402/contextdesc

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Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference


Feb 27, 2019
Yao Yao, Zixin Luo, Shiwei Li, Tianwei Shen, Tian Fang, Long Quan

* Accepted by CVPR2019 

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Beyond Photometric Loss for Self-Supervised Ego-Motion Estimation


Feb 25, 2019
Tianwei Shen, Zixin Luo, Lei Zhou, Hanyu Deng, Runze Zhang, Tian Fang, Long Quan

* Accepted by ICRA 2019 

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Matchable Image Retrieval by Learning from Surface Reconstruction


Dec 10, 2018
Tianwei Shen, Zixin Luo, Lei Zhou, Runze Zhang, Siyu Zhu, Tian Fang, Long Quan

* accepted by ACCV 2018 

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GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints


Aug 16, 2018
Zixin Luo, Tianwei Shen, Lei Zhou, Siyu Zhu, Runze Zhang, Yao Yao, Tian Fang, Long Quan

* Accepted to ECCV'18 

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MVSNet: Depth Inference for Unstructured Multi-view Stereo


Jul 17, 2018
Yao Yao, Zixin Luo, Shiwei Li, Tian Fang, Long Quan

* Accepted to European Conference on Computer Vision (ECCV 2018) 

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Learning and Matching Multi-View Descriptors for Registration of Point Clouds


Jul 16, 2018
Lei Zhou, Siyu Zhu, Zixin Luo, Tianwei Shen, Runze Zhang, Mingmin Zhen, Tian Fang, Long Quan


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