Lehtinen Lab

Aalto University

Manner-Suomi (FI1) · Finland

ERC-funded
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Research focus

ERC Consolidator Grant · 2019

Learning Pixel-Perfect 3D Vision and Generative Modeling

A fascinating tension exists between computer vision and computer graphics. Decades of research efforts have led to the ability of graphics algorithms to simulate the world to a degree often indistinguishable from reality -- given an accurate enough model of scene geometry and appearance. Similarly, decades of ingenuity have given computer vision techniques the already, at times, superhuman capability of detecting, recognizing, and predicting objects, actions, and identities from pictures or video. Vision and graphics meet at a common point of pain: the model of scene geometry and appearance. To yield photorealistic results, graphics algorithms require an essentially perfect forward model.…

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