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author:

Shen, Ying (Shen, Ying.) [1] (Scholars:沈英) | Huang, Weida (Huang, Weida.) [2] | Zhou, Zebing (Zhou, Zebing.) [3] | Huang, Feng (Huang, Feng.) [4] | Wang, Shu (Wang, Shu.) [5] (Scholars:王舒)

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EI Scopus

Abstract:

The spectral polarization detection technology utilizes the multidimensional information to improve the accuracy and reliability of camouflage target detection. The high-dimensional data generated by the existing spectral polarization imaging systems are difficultly processedin real-time, and the performance of spectral polarization detection in complex scenes is unsatisfied. To address this concern, a contrast enhancement camouflage target detection algorithm based on feature band polarization imaging is proposed. Specific feature bands are selected for the target scenes, and a feature band polarization image acquisition system is constructed by combining a 751 nm narrowband filter with a snapshot polarized array camera to capture the feature band polarization images in real-time. Additionally, acontrast enhancement and interleaved sequence fusion detection (CEISFD) algorithm is proposed. It enhances the target contrast in the feature band polarization images through the designed polarization parameter image. The CEISFD algorithm fuses the results of contrast enhancement and interleaved sequence mapping, thus suppressing the background noises in the target images and further highlighting the target features. The camouflage target is then extracted by threshold segmentation. Experimental results demonstrate that the proposed algorithm achieves comprehensive evaluation metrics F above 0. 90 in various scenarios, and its detection rate reaches 20 FPS, enabling fast and accurate detection of camouflage targets in complex environments. © 2024 China Ordnance Industry Corporation. All rights reserved.

Keyword:

Camouflage Image acquisition Image enhancement Image segmentation Light polarization

Community:

  • [ 1 ] [Shen, Ying]School of Mechanical Engineering and Automation, Fuzhou University, Fujian, Fuzhou; 350108, China
  • [ 2 ] [Huang, Weida]School of Mechanical Engineering and Automation, Fuzhou University, Fujian, Fuzhou; 350108, China
  • [ 3 ] [Zhou, Zebing]School of Mechanical Engineering and Automation, Fuzhou University, Fujian, Fuzhou; 350108, China
  • [ 4 ] [Huang, Feng]School of Mechanical Engineering and Automation, Fuzhou University, Fujian, Fuzhou; 350108, China
  • [ 5 ] [Wang, Shu]School of Mechanical Engineering and Automation, Fuzhou University, Fujian, Fuzhou; 350108, China

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Source :

Acta Armamentarii

ISSN: 1000-1093

Year: 2024

Issue: 10

Volume: 45

Page: 3488-3498

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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