International Journal Open Access

The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

Authors

Richard Zhang, Phillip Isola, Alexei A. Efros, Eli Shechtman, Oliver Wang

Journal

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

Year Published

2018

Publisher

Institute of Electrical and Electronics Engineers

Citations

13944 citations

Type

Conference-Paper

Language

EN

Topics & Concepts

Perception (0.78) Artificial intelligence (0.76) Metric (unit) (0.74) Similarity (geometry) (0.74) Computer science (0.72)

Abstract

The Unreasonable Effectiveness of Deep Features as a Perceptual Metric - Full text available via OpenAlex

Author Details

Richard Zhang

ORCID

Phillip Isola

ORCID

Alexei A. Efros

ORCID

Eli Shechtman

ORCID

Oliver Wang

ORCID

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