Chi Zhang

Toward Reliable Autonomous Systems in Fog: A Multi-Task Learning Framework for Joint Image Restoration and Object Detection

Foggy weather poses a significant challenge for object detection in autonomous vehicles due to degraded visibility. To improve the visual quality, existing methods make efforts to jointly learn image restoration and object detection tasks. However, training a restoration subnet requires pixel-corresponding image pairs,...