Jacob Lin

I am a research associate at Imperial College London, supervised by Edward Gryspeerdt and Ronald Clark. My research interests lie in 3D computer vision, specifically in few-view reconstruction and AI for science.

I did my undergraduate in Electrical Engineering, also at Imperial College. Prior to my studies in London, I was born and raised in Malmö, Sweden.

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Research

My current research focuses on using 3D computer vision and machine learning for atmospheric sciences, specifically with a focus on clouds.


Volumetric Cloud Field Reconstruction
Jacob Lin, Miguel Farinha, Edward Gryspeerdt, Ronald Clark
arxiv, 2023
project page / arXiv

We propose a framework to reconstruct volumetric density fields using sparse stereo views.

Cloud-Stereo: A Dataset and Benchmark for 3D Cloud Field Reconstruction
Jacob Lin, Edward Gryspeerdt, Ronald Clark
Coming soon
project page / arXiv

Coming soon.

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