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shangpeng.sun@mcgill.ca | |
MS1-100, Macdonald-Stewart Building, Macdonald Campus 21,111 Lakeshore Road Ste-Anne-de-Bellevue QC, H9X 3V9, Canada |
Shangpeng Sun, Ph.D.
Assistant Professor
Department of Bioresource Engineering, McGill University
I am an Assistant Professor in the Department of Bioresource Engineering at McGill University. I received my PhD degree from College of Engineering at the University of Georgia, Athens, USA. My main research interests are to develop and adopt innovative sensing technologies and AI-driven computational methodology for solving challenges in next-generation smart agriculture, improving the production of high-quality food in the face of the rapidly growing human population and global environmental change.
Specifically, my research interests include
High-throughput plant phenotyping using computer vision and deep learning, etc. | |
3D point cloud reconstruction, registration, and segmentation | |
Spatio-temporal variation pattern modeling/predication for crop shoots and roots | |
Multi-source imaging data fusion, such as LiDAR RGB/thermal imagery, and multispectral/hyperspectral imagery. | |
Agricultural robotics and automation |
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