Conference
Sep 2026
Does Low-Light Image Enhancement Improve Object Detection? A Detection-Oriented and Cost-Aware Study on ExDark
Low-light image enhancement (LLIE) is widely used as a preprocessing step for object detection under the assumption that visually enhanced images should improve downstream detection performance. However, whether this assumption holds for modern object detectors remains unclear. This paper presents a detection-oriented...
Kaung Si Thu, Kharittha Jangsamsi
· International Conference on... · 0 citations