M.A.Sc.

Supervisors

David A. Clausi, Linlin Xu

Research interests

My research interest lies with using convolutional neural networks to perform roof demarcation in remotely sensed imagery.

Research topics

Computer Vision

Image Segmentation/Classification

Remote Sensing

Publications

Journal articles

Wu, Y., L. Xu, Y. Chen, A. Wong, D. A. Clausi, "TAL: Topography-Aware Multi-Resolution Fusion Learning for Enhanced Building Footprint Extraction", IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022. Details

Wu, Y., Y. Chen, Y. Fang, A. Wong, L. Xu, "Deep Residual Transform for Multi-scale Image Decomposition", Journal of Computational Vision and Imaging Systems, vol. 6, no. 1, pp. 1-5, 2021. Details

Conference papers

Wu, Y., Y. Chen, L. Xu, A. Wong, "Quantization in Relative Gradient Angle Domain For Building Polygon Estimation", 2020 25th International Conference on Pattern Recognition (ICPR), 2021. Details

Affiliation: 
University of Waterloo

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