Big Data Image Processing Based on Coefficient 3D Reconstruction Model

In the history of human society, information is an indispensable part of development, and extracting useful data from the huge amount of data can effectively solve some real-life problems. At the same time, with the continuous improvement of modern technology and computer hardware and equipment, the...

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Vydané v:Mobile information systems Ročník 2022; s. 1 - 10
Hlavný autor: Sun, Hujun
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Amsterdam Hindawi 22.04.2022
John Wiley & Sons, Inc
Predmet:
Algorithms
Big Data
Cameras
Continuous improvement
Data mining
Feature extraction
Geometry
Image processing
Image reconstruction
Information industry
Information technology
Methods
Three dimensional models
ISSN:1574-017X, 1875-905X
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Shrnutí:In the history of human society, information is an indispensable part of development, and extracting useful data from the huge amount of data can effectively solve some real-life problems. At the same time, with the continuous improvement of modern technology and computer hardware and equipment, the demand for information subjects is getting higher and higher. The field of human research is gradually moving in the direction of multiscientific exploration and deepening of related work. The related information disciplines have been studied by more scholars and experts in the field to a greater extent and put forward more demanding theories and methods. In the process of human social development, things are constantly changing and updating, which makes data mining technology more and more attention. This article first describes the relevant basic theoretical knowledge of 3D reconstruction, and secondly, it analyzes the big data platform technology, which mainly includes the analysis of the big data platform architecture, the description of the Hadoop distributed architecture, and the analysis of the HBase nonrelational database. Finally, it studies the video image feature extraction technology of video content and uses this to study the design of a big data image processing platform for 3D reconstruction models.
Bibliografia:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ISSN:1574-017X
1875-905X
DOI:10.1155/2022/2301795