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Deep Learning to See: Towards New Foundations of Computer Vision

Posted By: AvaxGenius
Date: 28 Apr 2022 22:35:16
Deep Learning to See: Towards New Foundations of Computer Vision

Deep Learning to See: Towards New Foundations of Computer Vision by Alessandro Betti
English | PDF,EPUB | 2022 | 116 Pages | ISBN : 3030909867 | 5.8 MB

The remarkable progress in computer vision over the last few years is, by and large, attributed to deep learning, fueled by the availability of huge sets of labeled data, and paired with the explosive growth of the GPU paradigm.
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Reconstruction and Analysis of 3D Scenes: From Irregularly Distributed 3D Points to Object Classes

Posted By: AvaxGenius
Date: 12 Apr 2020 19:39:32
Reconstruction and Analysis of 3D Scenes: From Irregularly Distributed 3D Points to Object Classes

Reconstruction and Analysis of 3D Scenes: From Irregularly Distributed 3D Points to Object Classes by Martin Weinmann
English | PDF,EPUB | 2016 | 250 Pages | ISBN : 3319292447 | 16.3 MB

This unique work presents a detailed review of the processing and analysis of 3D point clouds. A fully automated framework is introduced, incorporating each aspect of a typical end-to-end processing workflow, from raw 3D point cloud data to semantic objects in the scene. For each of these components, the book describes the theoretical background, and compares the performance of the proposed approaches to that of current state-of-the-art techniques.
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