Towards Optimal Point Cloud Processing for 3D Reconstruction

Language: English

Published by Springer, Springer Jun 2022, 2022

3030961095 / 9783030961091

Series: Book 215 of 472 - SpringerBriefs in Applied Sciences and Technology

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This item is printed on demand - Print on Demand Titel. Neuware -This SpringerBrief presents novel methods of approaching challenging problems in the reconstruction of accurate 3D models and serves as an introduction for further 3D reconstruction methods. It develops a 3D reconstruction system that produces accurate results by cascading multiple novel loop detection, sifting, and optimization methods.The authors offer a fast point cloud registration method that utilizes optimized randomness in random sample consensus for surface loop detection. The text also proposes two methods for surface-loop sifting. One is supported by a sparse-feature-based optimization graph. This graph is more robust to different scan patterns than earlier methods and can cope with tracking failure and recovery. The other is an offline algorithm that can sift loop detections based on their impact on loop optimization results and which is enabled by a dense map posterior metric for 3D reconstruction and mapping performance evaluation works without any costly ground-truth data.The methods presented in Towards Optimal Point Cloud Processing for 3D Reconstruction will be of assistance to researchers developing 3D modelling methods and to workers in the wide variety of fields that exploit such technology including metrology, geological animation and mass customization in smart manufacturing.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 108 pp. Englisch.…

Seller Inventory # 9783030961091

Title
Towards Optimal Point Cloud Processing for 3D Reconstruction
Author
Guoxiang Zhang
Publisher
Springer, Springer Jun 2022
Publication year
2022
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3030961095
ISBN 13
9783030961091
Item weight
178 grams
Dimensions
235x155x7 mm
Series
Book 215 of 472: SpringerBriefs in Applied Sciences and Technology

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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