Ziming Liu
ziming.liu@inria.fr

I obtained PhD degree from ACENTAURI team, INRIA, advised by Dr. Philippe Martinet, Dr. Ezio Malis. Before that, I obtained master degree of software engineering from BIT, supervised by Prof. Guangyu Gao, and Prof. Alex K. Qin (SUT), Dr. Lin Sun (Magic Leap).

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New Activities


Publications

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One-stage deep stereo network
Ziming Liu, Ezio Malis, Philippe Martinet
ICASSP2024, April 2024

PDF / bibtex
              @inproceedings{stereoone-icassp-2024,
                TITLE = {{One-stage deep stereo network}},
                AUTHOR = {Liu, Ziming and Malis, Ezio and Martinet, Philippe},
                BOOKTITLE = {{ICASSP 2024 - IEEE International Conference on Acoustics, Speech and Signal Processing}},
                ADDRESS = {Seoul (Korea), South Korea},
                YEAR = {2024},
              }              
              
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Multi-masks Generation for Increasing Robustness of Dense Direct Methods
Ziming Liu, Ezio Malis, Philippe Martinet
ITSC2023, Sep 2023

PDF / bibtex
              @inproceedings{MultiMasks-ITSC-2023,
                TITLE = {{Multi-masks Generation for Increasing Robustness of Dense Direct Methods}},
                AUTHOR = {Liu, Ziming and Malis, Ezio and Martinet, Philippe},
                BOOKTITLE = {{ITSC2023 - 26th IEEE International Conference on Intelligent Transportation Systems}},
                ADDRESS = {Bilbao, Spain},
                ORGANIZATION = {{IEEE}},
                YEAR = {2023},
                MONTH = Sep,
              }
              
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DANet: Semi-supervised differentiated auxiliaries guided network for video action recognition
Guangyu Gao, Ziming Liu, Guangjun Zhang, Jinyang Li, A. K. Qin
Neural Networks, Jan 2023

PDF / bibtex
              @article{DANet-NN-2023,
                title={DANet: Semi-supervised differentiated auxiliaries guided network for video action recognition},
                author={Gao, Guangyu and Liu, Ziming and Zhang, Guangjun and Li, Jinyang and Qin, AK},
                journal={Neural Networks},
                volume={158},
                pages={121--131},
                year={2023},
                publisher={Elsevier}
              }
              
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A New Dense Hybrid Stereo Visual Odometry Approach
Ziming Liu, Ezio Malis, Philippe Martinet
IROS, 2022

PDF / bibtex
              @inproceedings{HDVO-IROS-2022,
                TITLE = {{A New Dense Hybrid Stereo Visual Odometry Approach}},
                AUTHOR = {Liu, Ziming and Malis, Ezio and Martinet, Philippe},
                BOOKTITLE = {{IEEE/RSJ International Conference on Intelligent Robots and Systems}},
                ADDRESS = {KYOTO, Japan},
                PUBLISHER = {{IEEE}},
                PAGES = {6998-7003},
                YEAR = {2022},
                MONTH = Oct,
                DOI = {10.1109/IROS47612.2022.9981814},
              }
                
              
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HRDNet: High-resolution Detection Network for Small Objects
Ziming Liu, Guangyu Gao, Lin Sun, Zhiyuan Fang
ICME oral, 2021

PDF / bibtex
              @inproceedings{liu2021hrdnet,
                title={HRDNet: high-resolution detection network for small objects},
                author={Liu, Ziming and Gao, Guangyu and Sun, Lin and Fang, Zhiyuan},
                booktitle={Proceedings of the International Conference on Multimedia and Expo (\textbf{ICME})},
                pages={1--6},
                year={2021},
                organization={IEEE}
              }
                
              
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IPG-Net: Image Pyramid Guidance Network for Small Object Detection
Ziming Liu, Guangyu Gao, Lin Sun, Li Fang
CVPRWorkshops , 2020

PDF / presentation video / bibtex
              @inproceedings{liu2020ipg,
                title={IPG-net: Image pyramid guidance network for small object detection},
                author={Liu, Ziming and Gao, Guangyu and Sun, Lin and Fang, Li},
                booktitle={Proceedings of the Conference on Computer Vision and Pattern Recognition (\textbf{CVPR}) Workshops},
                pages={1026--1027},
                year={2020},
                organization={IEEE}
              }
               
              
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Temporal Memory Network Towards Real-Time Video Understanding
Ziming Liu, Jinyang Li, Guangyu Gao, Alex K Qin
IEEE Access , 2020

PDF / bibtex
                @article{liu2020temporal,
                  title={Temporal Memory Network Towards Real-Time Video Understanding},
                  author={Liu, Ziming and Li, Jinyang and Gao, Guangyu and Qin, Alex K},
                  journal={\textbf{IEEE Access}},
                  volume={8},
                  pages={223837--223847},
                  year={2020},
                  publisher={IEEE}
                }
                 
                
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Action Recognition with Bootstrapping based Long-range Temporal Context Attention
Ziming Liu, Guangyu Gao, A. K. Qin
ACM MM, 2019

acm digital library / PDF / bibtex

              @inproceedings{liu2019action,
                title={Action recognition with bootstrapping based long-range temporal context attention},
                author={Liu, Ziming and Gao, Guangyu and Qin, A Kai and Wu, Tong and Liu, Chi Harold},
                booktitle={Proceedings of the 27th ACM International Conference on Multimedia (\textbf{ACM MM})},
                pages={583--591},
                year={2019},
                organization={ACM}
              }