Takayuki Shinohara

Takayuki Shinohara

Hi! My name is Takayuki. I was originally born in Tochigi, Japan, and now I’m a Ph.D. student at the Tokyo Institute of Technology in Yokohama, Japan. I study full-waveform LiDAR data analysis with a Deep Learning method.

Point2color: 3D Point Cloud Colorization Using a Conditional Generative Network and Differentiable Rendering for Airborne LiDAR

Published in CVPR 2021 Workshop EarthVision2021, 2021

Recommended citation: Shinohara, Takayuki, Haoyi Xiu, and Masashi Matsuoka. "Point2color: 3D Point Cloud Colorization Using a Conditional Generative Network and Differentiable Rendering for Airborne LiDAR." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021. https://openaccess.thecvf.com/content/CVPR2021W/EarthVision/html/Shinohara_Point2color_3D_Point_Cloud_Colorization_Using_a_Conditional_Generative_Network_CVPRW_2021_paper.html

This paper is about a novel Point Cloud colorization method for airborne lidar data, using deep learning method with conditional GAN and differentiable rendering.