With the explosive advancements in smartphone technology, video uploading/downloading
has become a routine part of digital social networking. Video contents contain valuable …

Optical flow is an indispensable building block for various important computer vision tasks,
including motion estimation, object tracking, and disparity measurement. In this work, we …

Video Stabilization (VS) has been an active area of research in the last two decades. Many
approaches have been successfully proposed and it is time to take a step back and offer a …

Recently, many video enhancement methods have been proposed to improve video quality
from different aspects such as color, brightness, contrast, and stability. Therefore, how to …

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 …

Video shakiness is an unpleasant distortion of User Generated Content (UGC) videos, which
is usually caused by the unstable hold of cameras. In recent years, many video stabilization …

Video stabilization is one of the most fundamental and challenging tasks in video
processing, which can be widely applied in many areas, such as video surveillance …

Previous deep learning-based video stabilizers require a large scale of paired unstable and
stable videos for training, which are difficult to collect. Traditional trajectory-based stabilizers …

Digital video stabilization is a challenging task that aims to transform a potentially shaky
video into a pleasant one by smoothing the camera trajectory. Despite the various works …

Video stabilization is an essential component of visual quality enhancement. Early methods
rely on feature tracking to recover either 2D or 3D frame motion, which suffer from the …