About me

I am an Associate Professor at the College of Computer Science and Electronic Engineering, Hunan University.

I was a postdoctoral researcher at ComSee group, ISPR department of Institut Pascal, UMR 6602 - CNRS. Beofre that, I obtained my Ph.D. from Université Clermont Auvergne after spending three wonderful years at Clermont-FD, where I was advised by Dr. Omar Ait-Aider and Prof. Helder Araújo.

Previously I obtained my Master’s degree in Geo-information Science and Earth Observation from Faculty ITC, University of Twente, Netherlands and Bachelor’s degree in Spatial-Informatics & Digitalized Technology from Wuhan University, China.

News

• [06/07/2024] One paper is accepted to ECCV 2024!

Publication

Notes: Joint first authors are indicated using # and corresponding authors are indicated using *

•  Predicting rare drug-drug interaction events with dual-granular structure-adaptive and pair variational representation
  Zhonghao Ren, Xiangxiang Zeng, Yizhen Lao, Zhuhong You, Yifan Shang, Quan Zou, and Chen Lin
  Nature Communications, 2025
  [pdf]   [code]

•  IOVS4NeRF: Incremental Optimal View Selection for Large-Scale NeRFs
  Jingpeng Xie, Shiyu Tan, Yuanlei Wang, Tianle Du, Yifei Xue, and Yizhen Lao*
  International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
  [pdf]   [code] Comming soon

•  A spatial hierarchical network learning framework for drug repositioning allowing interpretation from macro to micro scale
  Zhonghao Ren, Xiangxiang Zeng, Yizhen Lao, Heping Zheng, Zhuhong You, Hongxin Xiang, and Quan Zou
  Communications Biology , 2025
  [pdf]   [code]

•  Ego-motion Estimation for Vehicles with a Rolling Shutter Camera
  Yongcong Zhang, Bangyan Liao, Delin Qu, Junde Wu, Xinyu Lu, Wanting Li, Yifei Xue, and Yizhen Lao*
  IEEE Transactions on Intelligent Vehicles (T-IV), 2024
  [pdf]   [code] Comming soon

•  RSL-BA: Rolling Shutter Line Bundle Adjustment
  Yongcon Zhang, Bangyan Liao#, Yifei Xue, Lu Chen, Peidong Liu and Yizhen Lao*
  European Conference on Computer Vision (ECCV), 2024
  [pdf]   [code]

•  Towards Nonlinear-Motion-Aware and Occlusion-Robust Rolling Shutter Correction
  Delin Qu, Yizhen Lao#, Dong Wang, Zhigang Wang, Xuelong Li and Bin Zhao*
  International Conference on Computer Vision (ICCV), 2023
  [pdf]   [code]

•  Fast Rolling Shutter Correction in the Wild
  Delin Qu, Bangyan Liao#, Huiqing Zhang, Omar Ait-Aider and Yizhen Lao*
  IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2023
  [pdf]   [code]

•  Revisiting Rolling Shutter Bundle Adjustment: Toward Accurate and Fast Solution
  Bangyan Liao, Delin Qu#, Yifei Xue, Huiqing Zhang and Yizhen Lao*
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
  [pdf]   [Code]

•  DFR: Depth from Rotation by Uncalibrated Image Rectification with Latitudinal Motion Assumption
  Yongcon Zhang, Yifei Xue#, Ming Liao, Huiqing Zhang and Yizhen Lao*
  IEEE International Conference on Multimedia and Expo (ICME), 2023
  [pdf]   [code](comming soon)

•  FEC: Fast Euclidean Clustering for Point Cloud Segmentation
  Yu Cao, Yancheng Wang#, Yifei Xue, Huiqing Zhang and Yizhen Lao*
  Drones, 2022
  [pdf]   [code]

•  Augmenting TV Shows via Uncalibrated Camera Small Motion Tracking in Dynamic Scene
  Yizhen Lao, Jie Yang#, Xinying Wang, Jianxin Lin, Yu Cao and Shien Song*
  ACM Multimedia (ACM MM), 2021
  [pdf]

•  Solving Rolling Shutter 3D Vision Problems using Analogies with Non-rigidity
    Yizhen Lao*, Omar Ait-Aider, and Adrien Bartoli
  International Journal of Computer Vision (IJCV), 2020
  [Springer web]   [pdf]

•  Rolling Shutter Homography and its Applications
   Yizhen Lao*, Omar Ait-Aider
  IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2020
  [IEEE web]   [pdf]  [supplymental meterial]

•  3D Vision Geometry for Rolling Shutter Cameras
   Yizhen Lao
  Ph.D. Thesis, 2019
  [pdf]

•  Rolling Shutter Pose and Ego-motion Estimation using Shape-from-Template
   Yizhen Lao*, Omar Ait-Aider, and Adrien Bartoli
  European Conference on Computer Vision (ECCV), 2018
  [pdf]

•  A Robust Method for Strong Rolling Shutter Effects Correction Using Lines with Automatic Feature Selection
   Yizhen Lao*, Omar Ait-Aider
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
  [pdf]   [supplymental meterial]   [video]

• Robustified SfM with Rolling-Shutter Camera Using Straightness Constraint
  Yizhen Lao*, Omar Ait-Aider, and Helder Araujo
  Pattern Recognition Letters (PRL), 2018
  [Elsevier web]   [pdf]   [supplymental meterial]

Services

Conference Reviewer: CVPR, ICCV, ECCV, ICLR, AAAI, WACV, ACCV

Journal Reviewer: CVIU