Siyu Zhu
Staff engineer, Alibaba A.I. Labs
Ph.D. Hong Kong University of Science and Technology (HKUST)
Thesis supervisor: Long Quan
E-mail: siting.zsy@alibaba-inc.com
Short Biography
I am the lead of 3D vision team in Alibaba Cloud A.I. Labs and responsible for R&D of 3D vision products. Before joining in Alibaba, I received my Ph.D. degree from the Department of Computer Science and Engineering, The Hong Kong University of Science and Technology (HKUST) in 2017. During my Ph.D. study I co-founded the on-line 3D reconstruction start-up company altizure.com. I received my Bachelor degree in Computer Science from Zhejiang University, and studied in the State Key Lab of CAD&CG.
Research Interests
- Computer vision, especially city-scale or indoor 3D mapping and perception.
- Deep learning and its applications on image and 3D environment.
* If you are seeking employment or internship (both research and engineering) in Ali A.I. Labs, please send your application to me.
Publications
Lei Li, Siyu Zhu, Hongbo Fu, Ping Tan, Chiew-Lan Tai
End-to-End Learning Local Multi-view Descriptors for 3D Point Clouds
Proceedings of 33th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020)
Feitong Tan, Hao Zhu, Zhaopeng Cui, i, Siyu Zhu, Marc Pollefeys, Ping Tan
Self-Supervised Human Depth Estimation from Monocular Videos
Proceedings of 33th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020)
Xiaodong Gu, Zhiwen Fan, Zuozhuo Dai, Siyu Zhu, Ping Tan
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching
Proceedings of 33th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020 Oral)
Sicong Tang, Feitong Tan, Kelvin Cheng, Zhaoyang Li, Siyu Zhu, Ping Tan
A Neural Network for Detailed Human Depth Estimation from a Single Image
Proceedings of 17th IEEE International Conference on Computer Vision (ICCV 2019 Oral)
Zuozhuo Dai, Mingqiang Chen, Xiaodong Gu, Siyu Zhu, Ping Tan
Batch Feature Erasing for Person Re-identification and Beyond
Proceedings of 17th IEEE International Conference on Computer Vision (ICCV 2019)
Runze Zhang, Siyu Zhu, TIanwei Shen, Lei Zhou, Zixin Luo, Tian Fang, Long Quan
Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2018)
Lei Zhou, Siyu Zhu, Zixin Luo, Tianwei Shen, Runze Zhang, Tian Fang, Long Quan
Learning and Matching Multi-View Descriptors for Registration of Point Clouds
Proceedings of the 15th European Conference on Computer Vision (ECCV 2018)
Zixin Luo, Tianwei Shen, Lei Zhou, Siyu Zhu, Runze Zhang, Tian Fang, Long Quan
Learning Local Descriptors by Integrating Geometry Constraints
Proceedings of the 15th European Conference on Computer Vision (ECCV 2018)
Siyu Zhu, Runze Zhang, Lei Zhou, Tianwei Shen, Tian Fang, Ping Tan, Long Quan
Very Large-Scale Global SfM by Distributed Motion Averaging
Proceedings of 31th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018)
Tianwei Shen, Zixin Luo, Lei Zhou, Runze Zhang, Siyu Zhu, Tian Fang, Long Quan
Matchable Image Retrieval by Learning from Surface Reconstruction
Proceedings of the 14th Asian Conference on Computer Vision (ACCV 2018)
Lei Zhou, Siyu Zhu, Tianwei Shen, Jinglu Wang, Tian Fang, Long Quan
Progressive Large Scale-Invariant Image Matching In Scale Space
Proceedings of 16th IEEE International Conference on Computer Vision (ICCV 2017)
Yao Yao, Shiwei Li, Siyu Zhu, Tian Fang, Hanyu Deng, Long Quan
Relative Camera Refinement for Accurate Dense Reconstruction
Proceedings of The 5th international conference on 3D Vision (3DV 2017)
Siyu Zhu, Tianwei Shen, Lei Zhou, Runze Zhang, Jinglu Wang, Tian Fang, Long Quan
Parallel Structure from Motion from Local Increment to Global Averaging
arXiv:1702.08601
Runze Zhang, Siyu Zhu, Tian Fang, Long Quan
Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus
Proceedings of 16th IEEE International Conference on Computer Vision (ICCV 2017 Oral)
Tianwei Shen, Siyu Zhu, Tian Fang, Long Quan
Graph-Based Consistent Matching for Structure-from-Motion
Proceedings of the 14th European Conference on Computer Vision (ECCV 2016)
Tianwei Shen, Jinglu Wang, Tian Fang, Siyu Zhu, Long Quan
Color Correction for Image-Based Modeling in the Large
Proceedings of the 13th Asian Conference on Computer Vision (ACCV 2016)
Runze Zhang, Shiwei Li, Tian Fang, Siyu Zhu, Long Quan
Joint Camera Clustering and Surface Segmentation for Large-scale Multi-view Stereo
Proceedings of 15th IEEE International Conference on Computer Vision (ICCV 2015)
Jinglu Wang, Tian Fang, Qingkun Su, Siyu Zhu, Jingbo Liu, Shengnan Cai, Chiew-Lan Tai, Long Quan
Image-based Building Regularization Using Structural Linear Features
IEEE Transactions on Visualization and Computer Graphics (TVCG 2015)
Siyu Zhu, Tian Fang, Runze Zhang, Long Quan
Multi-View Geometry Compression
Proceedings of the 12th Asian Conference on Computer Vision (ACCV 2014)
Runze Zhang, Tian Fang, Siyu Zhu, Long Quan
Multi-scale Tetrahedral Fusion of a Similarity Reconstruction and Noisy Positional Measurements
Proceedings of the 12th Asian Conference on Computer Vision (ACCV 2014)
Siyu Zhu, Tian Fang, Jianxiong Xiao, Long Quan
Local Readjustment for High-Resolution 3D Reconstruction
Proceedings of 27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR2014)
Xiaojian Zhou, Nan Xiang, Siyu Zhu, Zhigeng Pan, “A Vision-Based System for Virtual Human’s Emotional Interaction”, In CHCI, 2011.
Activities & Professional Services
- Student member of ACM and IEEE.
- Reviewer of CVPR, ICCV, ECCV, ACCV, ICPR , IJCV.
Miscellaneous
- I enjoy the beautiful time with my loving family and wife.
Copyright 2017-2018, Siyu Zhu. All rights reserved.
Last updated: December 2018.