← Search

Jingyang Peng

2 accepted papers

2023

Toward RAW Object Detection: A New Benchmark and a New Model

CVPR 2023poster

In many computer vision applications (e.g., robotics and autonomous driving), high dynamic range (HDR) data is necessary for object detection algorithms to handle a variety of lighting conditions, such as strong glare. In this paper, we aim to achieve object detection on RAW sensor data, which natur…

Cited by 28SourcePDFScholar
2021

Real-Time Image Enhancer via Learnable Spatial-Aware 3D Lookup Tables

ICCV 2021poster

Recently, deep learning-based image enhancement algorithms achieved state-of-the-art (SOTA) performance on several publicly available datasets. However, most existing methods fail to meet practical requirements either for visual perception or for computation efficiency, especially for high-resolutio…

Cited by 98PDFScholar