Towards Optimal Point Cloud Processing for 3D Reconstruction

Name: Towards Optimal Point Cloud Processing for 3D Reconstruction
Brand: Springer Nature Switzerland AG
SKU: 9783030961091
Price: 54.98 EUR
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Autor: Guoxiang Zhang, YangQuan Chen

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer Nature Switzerland AG

Dostupnosť: Skladom u dodávateľa

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54.98 €

This SpringerBrief presents novel methods of approaching challenging problems in the reconstruction...

Informácie o knihe

Autor

Guoxiang Zhang, YangQuan Chen

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2022

Stránok

EAN

9783030961091

Enbook ID

38505219

Vydavateľ

Springer Nature Switzerland AG

Hmotnosť

180

Rozmery

155 x 235 x 7

Kompletný popis

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.

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Towards Optimal Point Cloud Processing for 3D Reconstruction

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