Reconstruction and Analysis of 3D Scenes

From Irregularly Distributed 3D Points to Object Classes

Nonfiction, Science & Nature, Technology, Remote Sensing, Computers, Application Software, Computer Graphics, General Computing
Cover of the book Reconstruction and Analysis of 3D Scenes by Martin Weinmann, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Martin Weinmann ISBN: 9783319292465
Publisher: Springer International Publishing Publication: March 17, 2016
Imprint: Springer Language: English
Author: Martin Weinmann
ISBN: 9783319292465
Publisher: Springer International Publishing
Publication: March 17, 2016
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Epilepsy and Intellectual Disabilities by Martin Weinmann
Cover of the book The Nature and Function of Intuitive Thought and Decision Making by Martin Weinmann
Cover of the book Introduction to Cutting and Packing Optimization by Martin Weinmann
Cover of the book Bernard Shaw’s Bridges to Chinese Culture by Martin Weinmann
Cover of the book Biomedical Informatics by Martin Weinmann
Cover of the book Grapevine Viruses: Molecular Biology, Diagnostics and Management by Martin Weinmann
Cover of the book Information Systems, Logistics, and Supply Chain by Martin Weinmann
Cover of the book Modern Organocatalyzed Methods in Carbohydrate Chemistry by Martin Weinmann
Cover of the book E-Voting and Identity by Martin Weinmann
Cover of the book Calculus for Computer Graphics by Martin Weinmann
Cover of the book Ad-hoc, Mobile, and Wireless Networks by Martin Weinmann
Cover of the book Active System Control by Martin Weinmann
Cover of the book Reconstruction, Identification and Implementation Methods for Spiking Neural Circuits by Martin Weinmann
Cover of the book Positive Psychology Perspectives on Foreign Language Learning and Teaching by Martin Weinmann
Cover of the book Chemical Evolution of Nitrogen-based Compounds in Mozzarella Cheeses by Martin Weinmann
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy