Facial Texture Super-Resolution by Fitting 3D Face Models
This book proposes to solve the low-resolution (LR) facial analysis problem with 3D face super-resolution (FSR). A complete processing chain is presented towards effective 3D FSR in real world. To deal with the extreme challenges of incorporating 3D modeling under the ill-posed LR condition, a novel...
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Superior document: | Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe |
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Year of Publication: | 2018 |
Language: | English |
Series: | Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe
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Physical Description: | 1 electronic resource (ix, 205 p. p.) |
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490 | 1 | |a Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe | |
520 | |a This book proposes to solve the low-resolution (LR) facial analysis problem with 3D face super-resolution (FSR). A complete processing chain is presented towards effective 3D FSR in real world. To deal with the extreme challenges of incorporating 3D modeling under the ill-posed LR condition, a novel workflow coupling automatic localization of 2D facial feature points and 3D shape reconstruction is developed, leading to a robust pipeline for pose-invariant hallucination of the 3D facial texture. | ||
546 | |a English | ||
653 | |a Super-Resolution | ||
653 | |a 3D | ||
653 | |a Gesichtsanalyse | ||
653 | |a Superresolution | ||
653 | |a Gesichtsmodellierung | ||
653 | |a Face Hallucination | ||
653 | |a Face Analysis | ||
653 | |a Face Modeling | ||
776 | |z 3-7315-0828-1 | ||
906 | |a BOOK | ||
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