ISP meets Deep Learning: A Survey on Deep Learning Methods for Image
Signal ProcessingACM Computing Surveys (ACM Comput. Surv.), 2023 |
Optical Aberration Correction in Postprocessing using Imaging SimulationACM Transactions on Graphics (TOG), 2021 |
LW-ISP: A Lightweight Model with ISP and Deep LearningBritish Machine Vision Conference (BMVC), 2022 |
NOD: Taking a Closer Look at Detection under Extreme Low-Light
Conditions with Night Object Detection DatasetBritish Machine Vision Conference (BMVC), 2021 |
Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic
ScenesComputer Vision and Pattern Recognition (CVPR), 2020 |
Merging-ISP: Multi-Exposure High Dynamic Range Image Signal ProcessingGerman Conference on Pattern Recognition (DAGM), 2019 |
CameraNet: A Two-Stage Framework for Effective Camera ISP LearningIEEE Transactions on Image Processing (TIP), 2019 |