IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Vision-Language Models Empowered Nighttime Object Detection With Consistency Sampler and Hallucination Feature Generator.
Lihuo He, Junjie Ke, Zhenghao Wang, Jie Li, Kai Zhou, Qi Wang, Xinbo Gao
Published: 202510.1109/TIP.2025.3641316
Abstract
Current object detectors often suffer performance degradation when applied to cross-domain scenarios, particularly under challenging visual conditions such as nighttime scenes. This is primarily due to the I3 problems: Inadequate sampling of instance…
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