Perception and sensing for autonomous vehicles under adverse weather conditions: A survey

Y Zhang, A Carballo, H Yang, K Takeda - ISPRS Journal of …, 2023 - Elsevier
Abstract Automated Driving Systems (ADS) open up a new domain for the automotive
industry and offer new possibilities for future transportation with higher efficiency and …

Water body classification from high-resolution optical remote sensing imagery: Achievements and perspectives

Y Li, B Dang, Y Zhang, Z Du - ISPRS Journal of Photogrammetry and …, 2022 - Elsevier
Water body classification from high-resolution optical remote sensing (RS) images, aiming at
classifying whether each pixel of the image is water or not, has become a hot issue in the …

Shadowdiffusion: When degradation prior meets diffusion model for shadow removal

L Guo, C Wang, W Yang, S Huang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Recent deep learning methods have achieved promising results in image shadow removal.
However, their restored images still suffer from unsatisfactory boundary artifacts, due to the …

Refusion: Enabling large-size realistic image restoration with latent-space diffusion models

Z Luo, FK Gustafsson, Z Zhao… - Proceedings of the …, 2023 - openaccess.thecvf.com
This work aims to improve the applicability of diffusion models in realistic image restoration.
Specifically, we enhance the diffusion model in several aspects such as network …

Bijective mapping network for shadow removal

Y Zhu, J Huang, X Fu, F Zhao… - Proceedings of the …, 2022 - openaccess.thecvf.com
Shadow removal, which aims to restore the background in the shadow regions, is
challenging due to the highly ill-posed nature. Most existing deep learning-based methods …

Countering malicious deepfakes: Survey, battleground, and horizon

F Juefei-Xu, R Wang, Y Huang, Q Guo, L Ma… - International journal of …, 2022 - Springer
The creation or manipulation of facial appearance through deep generative approaches,
known as DeepFake, have achieved significant progress and promoted a wide range of …

Misf: Multi-level interactive siamese filtering for high-fidelity image inpainting

X Li, Q Guo, D Lin, P Li, W Feng… - Proceedings of the …, 2022 - openaccess.thecvf.com
Although achieving significant progress, existing deep generative inpainting methods still
show low generalization across different scenes. As a result, the generated images usually …

Residual denoising diffusion models

J Liu, Q Wang, H Fan, Y Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
We propose residual denoising diffusion models (RDDM) a novel dual diffusion process that
decouples the traditional single denoising diffusion process into residual diffusion and noise …

Wsrd: A novel benchmark for high resolution image shadow removal

FA Vasluianu, T Seizinger… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Shadow removal is an important computer vision task, whose aim is to successfully detect
the shadow affected area appearing through light occlussion, followed by a photo-realistic …

Style-guided shadow removal

J Wan, H Yin, Z Wu, X Wu, Y Liu, S Wang - European Conference on …, 2022 - Springer
Shadow removal is an important topic in image restoration, and it can benefit many
computer vision tasks. State-of-the-art shadow-removal methods typically employ deep …