An accurate computational model for image quality assessment (IQA) benefits many vision applications, such as image filtering, image processing, and image generation. Although the …
A Zulfiqar, S Muhammad Daudpota… - Computational …, 2024 - Wiley Online Library
The advent of deep neural networks and improved computational power have brought a revolutionary transformation in the fields of computer vision and image processing. Within …
LH Chen, CG Bampis, Z Li, J Sole… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Measuring the quality of digital videos viewed by human observers has become a common practice in numerous multimedia applications, such as adaptive video streaming, quality …
This paper reports on the NTIRE 2024 Quality Assessment of AI-Generated Content Challenge which will be held in conjunction with the New Trends in Image Restoration and …
LH Chen, CG Bampis, Z Li… - IEEE Signal Processing …, 2020 - ieeexplore.ieee.org
Modeling image and video distortions is an important, but difficult problem of great consequence to numerous and diverse image processing and computer vision applications …
F Vaccaro, M Bertini, T Uricchio… - Proceedings of the 29th …, 2021 - dl.acm.org
In this paper, we address the problem of real-time video quality enhancement, considering both frame super-resolution and compression artifact-removal. The first operation increases …
In the latest years, videoconferencing has taken a fundamental role in interpersonal relations, both for personal and business purposes. Lossy video compression algorithms are …
Lossy image and video compression algorithms introduce several different types of visual artifacts that reduce the visual quality of the compressed media, and the higher the …
J Zhang, Z Fang, L Yu - Journal of Visual Communication and Image …, 2022 - Elsevier
The drastic growth of research in image compression, especially deep learning-based image compression techniques, poses new challenges to objective image quality …