Du Wenqiang's Personal Homepage
Contact Information
Tel: +1(586)666-2059
Email: wenqiang.du@polymtl.ca
Polytechnique Montreal, University of Montreal
Education
- PhD in Computer Engineering, MIST Lab, Polytechnique Montreal, University of Montreal (Aug. 2019 - Present)
- Ph.D. Exchange Program, McGill University & Mila (Jan. 2020 - May 2020)
- M.S. Degree in Pattern Recognition and Intelligent Systems, University of Chinese Academy of Sciences (UCAS) (Sep. 2016 - Jul. 2019)
- B.S. Degree, School of Mechanical Engineering and Automation, Anhui University, China (Sep. 2012 - Jul. 2016)
Research Interests
My research interests include Computer Vision, Point Cloud, Semantic Segmentation, Pattern Recognition, SLAM, and Machine Learning.
Research Experiences
- Research Assistant, Semantic SLAM (Jan. 2023 - Present)
- Research Assistant, Robot Autonomous Exploration (Sept. 2022 - Dec. 2022)
- Research Assistant, Intensity SLAM (Dec. 2021 - Sept. 2022)
- Software Engineer Intern, Ground and Aerial Robot Collaborative SLAM (Jul. 2020 - Oct. 2021)
- Software Engineer, Door Opening System with Jackal UGV and Kinova Arm in Gazebo (Feb. 2020 - May 2020)
- Software Engineer, Robotic Kitchen Simulation Project (Feb. 2020 - Mar. 2020)
- Research Assistant, Mobile Behavior and Mechanism Research (Sep. 2016 - Jan. 2018)
- Research Assistant, Research on Theory and System of Multi-robot Cooperation in Air-to-Earth and Research on Autonomous Behavior Method of Air-surface Robot System in Complex Environment (Jan. 2017 - Jul. 2019)
Publications & Competitions
- Wenqiang Du , Giovanni Beltrame. "Real-Time Simultaneous Localization and Mapping with LiDAR intensity", in 2023 IEEE International Conference on Robotics and Automation (ICRA 2023). Accepted
- Wenqiang Du , Feng Gu, Yuqing He, etc. "Air-Ground Cooperative Environment Modeling with Bounded Elevation Map", in 2018 IEEE The 8th International Conference on Information Science and Technology. Accepted.
- Wenqiang Du , Feng Gu, Xiangdong Meng, etc. "Robust Elevation Bound Based Environment Mapping of Ground Robot", in Journal of High Technology Letters. Accepted.
Qualifications & Skills
- Excellent in professional knowledge of point cloud processing, image processing, laser-based SLAM, and pattern recognition.
- Competent level in environment mapping algorithm with UAV and UGV cooperation.
- Proficient in state-of-the-art point cloud and image processing algorithms like PointNet++, ICP in registration, K-means, elevation grid map, Kalman filter, extended Set-Membership filter (ESMF), fusion methods of multiple sensors from different views, CNN, RNN, SVM, and PCA.
Volunteers & Occupations
Honors & Awards
- Postgraduate Learning Scholarship, Second Prize (Oct. 2018)
- Outstanding Student Leaders Title in SIA, UCAS (May 2018)
- The First Prize in the Fifth International UAV Innovation Grand Prix (Nov. 2017)
- Honorary Title of Outstanding Graduates in Anhui University (Jun. 2016)
- Outstanding Student Leaders Title in Anhui University (Nov. 2015)
- Academic Scholarship of Anhui University, Second Prize (Nov. 2015)
- Academic Scholarship of Anhui University, First Prize (Nov. 2014)
- Academic Scholarship of Anhui University, First Prize (Nov. 2013)
- Excellent Students Awards in Anhui University (Nov. 2013)
Contact Information
- Tel: +1(586)666-2059
- Email: wenqiang.du@polymtl.ca