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Facial Texture Super-Resolution by Fitting 3D Face Models

2018-10-02 Electronic computers. Computer science
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Release : 2018-10-02
Genre : Electronic computers. Computer science
Kind : eBook
Book Rating : 281/5 ( reviews)

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Book Synopsis Facial Texture Super-Resolution by Fitting 3D Face Models by : Qu, Chengchao

Download or read book Facial Texture Super-Resolution by Fitting 3D Face Models written by Qu, Chengchao. This book was released on 2018-10-02. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Facial Texture Super-Resolution by Fitting 3D Face Models

2020-10-09 Technology & Engineering
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Release : 2020-10-09
Genre : Technology & Engineering
Kind : eBook
Book Rating : 294/5 ( reviews)

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Book Synopsis Facial Texture Super-Resolution by Fitting 3D Face Models by : Chengchao Qu

Download or read book Facial Texture Super-Resolution by Fitting 3D Face Models written by Chengchao Qu. This book was released on 2020-10-09. Available in PDF, EPUB and Kindle. Book excerpt: 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. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

Probabilistic Parametric Curves for Sequence Modeling

2022-07-12 Mathematics
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Release : 2022-07-12
Genre : Mathematics
Kind : eBook
Book Rating : 983/5 ( reviews)

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Book Synopsis Probabilistic Parametric Curves for Sequence Modeling by : Hug, Ronny

Download or read book Probabilistic Parametric Curves for Sequence Modeling written by Hug, Ronny. This book was released on 2022-07-12. Available in PDF, EPUB and Kindle. Book excerpt: This work proposes a probabilistic extension to Bézier curves as a basis for effectively modeling stochastic processes with a bounded index set. The proposed stochastic process model is based on Mixture Density Networks and Bézier curves with Gaussian random variables as control points. A key advantage of this model is given by the ability to generate multi-mode predictions in a single inference step, thus avoiding the need for Monte Carlo simulation.

Multimodal Panoptic Segmentation of 3D Point Clouds

2023-10-09
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Release : 2023-10-09
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Kind : eBook
Book Rating : 145/5 ( reviews)

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Book Synopsis Multimodal Panoptic Segmentation of 3D Point Clouds by : Dürr, Fabian

Download or read book Multimodal Panoptic Segmentation of 3D Point Clouds written by Dürr, Fabian. This book was released on 2023-10-09. Available in PDF, EPUB and Kindle. Book excerpt: The understanding and interpretation of complex 3D environments is a key challenge of autonomous driving. Lidar sensors and their recorded point clouds are particularly interesting for this challenge since they provide accurate 3D information about the environment. This work presents a multimodal approach based on deep learning for panoptic segmentation of 3D point clouds. It builds upon and combines the three key aspects multi view architecture, temporal feature fusion, and deep sensor fusion.

Proceedings of the 2013 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory

2014-07-23 Computers
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Release : 2014-07-23
Genre : Computers
Kind : eBook
Book Rating : 127/5 ( reviews)

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Book Synopsis Proceedings of the 2013 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory by : Beyerer, Juergen

Download or read book Proceedings of the 2013 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory written by Beyerer, Juergen. This book was released on 2014-07-23. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of 13 review technical reports summarizing the presentations at the 2013 Joint Workshop of Fraunhofer IOSB and the Vision and Fusion Laboratory at KIT Karlsruhe, made by the students of the both institutions. The topics include image processing, visual inspection, pattern recognition and classification, planning and decision-making, human-machine interaction, world modeling, and optical signal processing.

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