Video restoration concerns the recovery of a clean video sequence starting from its
degraded version. Different video restoration tasks exist, including denoising, deblurring …

This paper reports on the NTIRE 2023 Quality Assessment of Video Enhancement
Challenge, which will be held in conjunction with the New Trends in Image Restoration and …

With the constantly growing popularity of video-based services and applications, no-
reference video quality assessment (NR-VQA) has become a very hot research topic. Over …

Rapid developments in technology have led to increasing numbers of video surveillance
devices in the home environment. The importance of video privacy protection has spurred …

In this work we propose a novel method to evaluate the quality of enhanced videos.
Perceived quality of a video depends on both technical aspects, such as the presence of …

Defect segmentation of apples is an important task in the agriculture industry for quality
control and food safety. In this paper, we propose a deep learning approach for the …

The rapid growth of video consumption and multimedia applications has increased the
interest of the academia and industry in building tools that can evaluate perceptual video …

During acquisition, storage, and transmission, the quality of digital videos degrades
significantly. Low-quality videos lead to the failure of many computer vision applications …

In recent years, numerous studies have investigated the development of methods for video
quality assessment (VQA). These studies have predominantly focused on specific types of …

No-Reference video quality assessment has become a trending and challenging hot topic in
estimating perceived quality in audiovisual content. In this paper, we present a proposal to …