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Author:

Wang, Yuezong (Wang, Yuezong.) | Chen, Kexin (Chen, Kexin.) | Jia, Haoran (Jia, Haoran.) | Zhang, Lu (Zhang, Lu.)

Indexed by:

EI Scopus SCIE

Abstract:

Structural analysis of small-scale objects holds paramount significance in fields such as industrial manufacturing and medical testing. Currently, 3D reconstruction method based on shape from focus (SFF) has emerged as an efficacious approach for acquiring submicron-level height change information. However, in the reconstruction of a broader range of objects with small heights, the conflicting demands of SFF for thin depth-of-field and largefield present new challenges. Traditional single-field SFF(SF-SFF) reconstruction methods are limited to obtaining tiny local information of objects, and existing SFF methods involve a trade-off between reconstruction speed and accuracy. Therefore, we propose a novel multi-field SFF(MF-SFF) framework. This framework incorporates pulse trigger acquisition control and parallel chain processing (PCP) strategy, effectively addressing challenges associated with small-scale objects. It overcomes issues related to the rapid collection and processing of massive image data during the 3D reconstruction of objects. Through experimental validation, the MF-SFF framework not only accomplishes high-precision and rapid 3D reconstruction but also demonstrates robust adaptability. In contrast to traditional methods, the MF-SFF framework breaks through the limitations of the collection range, ensuring reconstruction accuracy while addressing challenges associated with reconstruction speed. It offers an efficient and feasible solution for the 3D structural analysis of small-scale objects, introducing new possibilities for research and applications in related fields.

Keyword:

3D reconstruction Small-scale objects Shape from focus Multi-field depth recovery

Author Community:

  • [ 1 ] [Wang, Yuezong]Beijing Univ Technol, Fac Mat & Mfg, Beijing 100124, Peoples R China
  • [ 2 ] [Chen, Kexin]Beijing Univ Technol, Fac Mat & Mfg, Beijing 100124, Peoples R China
  • [ 3 ] [Jia, Haoran]Beijing Univ Technol, Fac Mat & Mfg, Beijing 100124, Peoples R China
  • [ 4 ] [Zhang, Lu]Beijing Univ Technol, Fac Mat & Mfg, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Chen, Kexin]Beijing Univ Technol, Fac Mat & Mfg, Beijing 100124, Peoples R China

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Source :

OPTICS AND LASER TECHNOLOGY

ISSN: 0030-3992

Year: 2025

Volume: 184

5 . 0 0 0

JCR@2022

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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