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An Automated Workflow for Pixel-Level BRDF Extraction Using UAV-Based Multispectral Images

  • Zhenqiang Qin*
  • , Xian Li
  • , Yanfeng Gu
  • , Xiangrong Zhang
  • *Corresponding author for this work
  • School of Electronics and Information Engineering, Harbin Institute of Technology
  • Heilongjiang Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Bidirectional Reflectance Distribution Function (BRDF) plays a vital role in quantitative remote sensing. Recently, UAV has gradually emerged as the leading choice for BRDF acquirement. However, challenges remain in extracting usable BRDF data from UAV multispectral images (MSIs), including labor-intensive and limited accuracy. To tackle these challenges, an automated workflow for pixel-level BRDF extraction is proposed in this paper, comprising two main stages: 3D reconstruction and back projection. Pixel-level accuracy is achieved through 3D reconstruction, enhanced by the integration of commercial software for streamlined automation. Back projection is critical for precise location. Experiments were carried out for both selected ROIs and all pixel areas, validating the efficacy of our proposed approach.

Original languageEnglish
Title of host publicationIGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages6580-6583
Number of pages4
ISBN (Electronic)9798350360325
DOIs
StatePublished - 2024
Externally publishedYes
Event2024 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2024 - Athens, Greece
Duration: 7 Jul 202412 Jul 2024

Publication series

NameInternational Geoscience and Remote Sensing Symposium (IGARSS)

Conference

Conference2024 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2024
Country/TerritoryGreece
CityAthens
Period7/07/2412/07/24

Keywords

  • 3D construction
  • BRDF
  • BRDF extraction
  • MSI
  • UAV

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