Reconstruction and Analysis of 3D Scenes: From Irregularly

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Reconstruction and Analysis of 3D Scenes: From Irregularly Distributed 3D Points to Object Classes

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. Topics and features: reviews techniques for the acquisition of 3D point cloud data and for point quality assessment; explains the fundamental concepts for extracting features from 2D imagery and 3D point cloud data; proposes an original approach to keypoint-based point cloud registration; discusses the enrichment of 3D point clouds by additional information acquired with a thermal camera, and describes a new method for thermal 3D mapping; presents a novel framework for 3D scene analysis.
Country USA
Brand Springer
Manufacturer Springer
Binding Hardcover
ItemPartNumber 12 black & white illustrations, 69 colou
ReleaseDate 2016-03-31
UnitCount 1
EANs 9783319292441

Country	USA
Brand	Springer
Manufacturer	Springer
Binding	Hardcover
ItemPartNumber	12 black & white illustrations, 69 colou
ReleaseDate	2016-03-31
UnitCount	1
EANs	9783319292441

Reconstruction and Analysis of 3D Scenes: From Irregularly Distributed 3D Points to Object Classes

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