Dirty Pixels: Towards End-to-end Image Processing and Perception

Real-world, imaging systems acquire measurements that are degraded by noise, optical aberrations, and other imperfections that make image processing for human viewing and higher-level perception tasks challenging. Conventional cameras address this problem by compartmentalizing imaging from high-leve...

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Veröffentlicht in:	ACM transactions on graphics 2021-06, Vol.40 (3), p.1-15, Article 23
Hauptverfasser:	Diamond, Steven, Sitzmann, Vincent, Julca-Aguilar, Frank, Boyd, Stephen, Wetzstein, Gordon, Heide, Felix
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer vision Computing methodologies Image processing Neural networks Supervised learning by classification
Online-Zugang:	Volltext
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