Survey of natural image enhancement techniques: Classification, evaluation, challenges, and perspectives

X Liu, M Pedersen, R Wang - Digital Signal Processing, 2022 - Elsevier
Image enhancement is an essential technique used in many imaging applications. The main
motivation of image enhancement is processing an image to be more suitable for specific …

Harmonizer: Learning to perform white-box image and video harmonization

Z Ke, C Sun, L Zhu, K Xu, RWH Lau - European Conference on Computer …, 2022 - Springer
Recent works on image harmonization solve the problem as a pixel-wise image translation
task via large autoencoders. They have unsatisfactory performances and slow inference …

Ssh: A self-supervised framework for image harmonization

Y Jiang, H Zhang, J Zhang, Y Wang… - Proceedings of the …, 2021 - openaccess.thecvf.com
Image harmonization aims to improve the quality of image compositing by matching the"
appearance""(eg, color tone, brightness and contrast) between foreground and background …

Transformer for image harmonization and beyond

Z Guo, Z Gu, B Zheng, J Dong… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Image harmonization, aiming to make composite images look more realistic, is an important
and challenging task. The composite, synthesized by combining foreground from one image …

Lighting up nerf via unsupervised decomposition and enhancement

H Wang, X Xu, K Xu, RWH Lau - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Abstract Neural Radiance Field (NeRF) is a promising approach for synthesizing novel
views, given a set of images and the corresponding camera poses of a scene. However …

Modeling cameras for autonomous vehicle and robot simulation: An overview

A Elmquist, D Negrut - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Simulation is increasingly important in the development and testing of robots and
autonomous vehicles as it opens the door for candidate navigation, perception, and sensor …

Starenhancer: Learning real-time and style-aware image enhancement

Y Song, H Qian, X Du - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Image enhancement is a subjective process whose targets vary with user preferences. In
this paper, we propose a deep learning-based image enhancement method covering …

Fsi: Frequency and spatial interactive learning for image restoration in under-display cameras

C Liu, X Wang, S Li, Y Wang… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Under-display camera (UDC) systems remove the screen notch for bezel-free displays and
provide a better interactive experience. The main challenge is that the pixel array of light …