YouTube UGC dataset for video compression research
Non-professional video, commonly known as User Generated Content (UGC) has become
very popular in today's video sharing applications. However, traditional metrics used in …
very popular in today's video sharing applications. However, traditional metrics used in …
Large-scale study of perceptual video quality
The great variations of videographic skills in videography, camera designs, compression
and processing protocols, communication and bandwidth environments, and displays leads …
and processing protocols, communication and bandwidth environments, and displays leads …
Rich features for perceptual quality assessment of UGC videos
Video quality assessment for User Generated Content (UGC) is an important topic in both
industry and academia. Most existing methods only focus on one aspect of the perceptual …
industry and academia. Most existing methods only focus on one aspect of the perceptual …
Blind natural video quality prediction via statistical temporal features and deep spatial features
Due to the wide range of different natural temporal and spatial distortions appearing in user
generated video content, blind assessment of natural video quality is a challenging research …
generated video content, blind assessment of natural video quality is a challenging research …
No-reference video quality assessment using multi-pooled, saliency weighted deep features and decision fusion
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 …
reference video quality assessment (NR-VQA) has become a very hot research topic. Over …
Subjective quality assessment for youtube ugc dataset
Due to the scale of social video sharing, User Generated Content (UGC) is getting more
attention from academia and industry. To facilitate compression-related research on UGC …
attention from academia and industry. To facilitate compression-related research on UGC …
Spatial-Semantic Collaborative Crop** for User Generated Content
A large amount of User Generated Content (\textbf {UGC}) is uploaded to the Internet daily
and displayed to people world-widely through the client side (\eg mobile and PC). This …
and displayed to people world-widely through the client side (\eg mobile and PC). This …
Spatio-temporal measures of naturalness
Today, a wide variety of casual users of diverse videographic skills and styles capture a
large portion of all videos, often equipped with uncertain hands and operating under difficult …
large portion of all videos, often equipped with uncertain hands and operating under difficult …
[HTML][HTML] Analysis of current video databases for quality assessment
The popularity of video streaming has grown significantly over the past few years. Video
quality prediction metrics can be used to perform extensive video codec analysis and …
quality prediction metrics can be used to perform extensive video codec analysis and …
When is the cleaning of subjective data relevant to train UGC Video Quality Metrics?
Outlier analysis and spammer detection recently gained momentum in order to reduce
uncertainty of subjective ratings in image & video quality assessment tasks. The large …
uncertainty of subjective ratings in image & video quality assessment tasks. The large …