Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning
In this paper, we present a method that estimates reflectance and illumination information from a single image depicting a single-material specular object from a given class under natural illumination. We follow a data-driven, learning-based approach trained on a very large dataset, but in contrast...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 40(2018), 8 vom: 15. Aug., Seite 1932-1947
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| 1. Verfasser: |
Georgoulis, Stamatios
(VerfasserIn) |
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| Weitere Verfasser: |
Rematas, Konstantinos,
Ritschel, Tobias,
Gavves, Efstratios,
Fritz, Mario,
Van Gool, Luc,
Tuytelaars, Tinne |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2018
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |
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