NID-DETR: A novel model for accurate target detection in dark environments

Abstract Target detection in low-light conditions poses significant challenges due to reduced contrast, increased noise, and color distortion, all of which adversely affect detection accuracy and robustness. Effective low-light target detection is crucial for reliable vision in critical applications...

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Bibliographic Details
Main Authors: Qingyuan Pan, Qiang Liu, Wei Huang
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-98173-y
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