Computational illumination for portrait photography and inverse graphics

Supervised training of deep networks has led to remarkable successes in computer vision, for example on image classification or object detection problems. These successes are driven by the availability of large amounts of paired training data with manual ground truth annotations. For many photograph...

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Bibliographic Details
Main Author: Murmann, Lukas
Other Authors: Durand, Fredo
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/139074

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