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LATEST PROJECTS
My research area is at the intersection of computer graphics and computer vision with strong connections to computational geometry and deep learning. I work on the 3-D reconstruction of buildings from airborne laser scan point clouds using deep learning.
Project | 01
"Roof Classification from 3D LiDAR Point Clouds using Multi-view CNN with Self-Attention" is presented in the Sibgrapi 2019 conference at Rio-de Janero, Brazil.
Dimple A. Shajahan, Vaibhav Nayel, Ramanathan Muthuganapathy,
Roof Classification from 3D LiDAR Point Clouds using Multi-view CNN with Self-Attention" , IEEE Geoscience and Remote Sensing Letters, vol. 17, no. 8, pp. 1465-1469, Aug. 2020, doi: 10.1109/LGRS.2019.2945886..
Project | 02
Dimple A. Shajahan, Mukund Varma T, Ramanathan Muthuganapathy,
Point Transformer for Shape Classification and Retrieval of Urban Roof Point Clouds , IEEE Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2021.3061422.
Project | 03
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