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cs.CV2025
MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection
Xiaochun Lei, Siqi Wu, Weilin Wu +1
Real-time object detection is a fundamental but challenging task in computer vision, particularly when computational resources are limited. Although YOLO-series models have set str…
cs.CV2022★ 1 cited
KinD-LCE Curve Estimation And Retinex Fusion On Low-Light Image
Xiaochun Lei, Weiliang Mai, Junlin Xie +5
Low-light images often suffer from noise and color distortion. Object detection, semantic segmentation, instance segmentation, and other tasks are challenging when working with low…
cs.CV2022
Using Frequency Attention to Make Adversarial Patch Powerful Against Person Detector
Xiaochun Lei, Chang Lu, Zetao Jiang +3
Deep neural networks (DNNs) are vulnerable to adversarial attacks. In particular, object detectors may be attacked by applying a particular adversarial patch to the image. However,…