Jia-Yang Liu

Photonic-inspired multiscale frequency fusion for low-light YOLO detection

Low-light object detection remains challenging because insufficient illumination, weak local contrast, noise, color distortion, and blurred object boundaries can degrade the visual information required by object detectors. Although image enhancement is commonly applied before detection, a visually brighter image does n...