Gaofeng Ren — accepted AI-conference papers

2022

A Differentiable Two-Stage Alignment Scheme for Burst Image Reconstruction With Large Shift

Shi Guo, Xi Yang, Jianqi Ma, Gaofeng Ren, Lei Zhang

CVPR 2022poster

Denoising and demosaicking are two essential steps to reconstruct a clean full-color image from the raw data. Recently, joint denoising and demosaicking (JDD) for burst images, namely JDD-B, has attracted much attention by using multiple raw images captured in a short time to reconstruct a single hi…

Cited by 14 PDF ↗code ↗Scholar ↗

2022

Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions

Wenyu Liu, Gaofeng Ren, Runsheng Yu, Shi Guo, Jianke Zhu, Lei Zhang

AAAI 2022technical

Though deep learning-based object detection methods have achieved promising results on the conventional datasets, it is still challenging to locate objects from the low-quality images captured in adverse weather conditions. The existing methods either have difficulties in balancing the tasks of imag…

Cited by 450 Source ↗PDF ↗code ↗Scholar ↗