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Greatest papers with code

Quality Assessment of In-the-Wild Videos

1 Aug 2019lidq92/VSFA

We propose an objective no-reference video quality assessment method by integrating both effects into a deep neural network.

IMAGE CLASSIFICATION VIDEO QUALITY ASSESSMENT

UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content

29 May 2020tu184044109/VIDEVAL_release

Recent years have witnessed an explosion of user-generated content (UGC) videos shared and streamed over the Internet, thanks to the evolution of affordable and reliable consumer capture devices, and the tremendous popularity of social media platforms.

FEATURE SELECTION VIDEO QUALITY ASSESSMENT VISUAL QUESTION ANSWERING

Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training

9 Nov 2020lidq92/MDTVSFA

We focus on automatically assessing the quality of in-the-wild videos, which is a challenging problem due to the absence of reference videos, the complexity of distortions, and the diversity of video contents.

VIDEO QUALITY ASSESSMENT

Viewport Proposal CNN for 360deg Video Quality Assessment

CVPR 2019 Archer-Tatsu/V-CNN

In the second stage, a viewport quality network (VQ-net) is designed to rate the VQA score for each proposed viewport, in which the saliency map of the viewport is predicted and then utilized in VQA score rating.

SALIENCY PREDICTION VIDEO QUALITY ASSESSMENT VISUAL QUESTION ANSWERING

Two-Level Approach for No-Reference Consumer Video Quality Assessment

20 Jun 2019jarikorhonen/nr-vqa-consumervideo

Smartphones and other consumer devices capable of capturing video content and sharing it on social media in nearly real time are widely available at a reasonable cost.

VIDEO QUALITY ASSESSMENT VISUAL QUESTION ANSWERING

RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content

26 Jan 2021vztu/RAPIQUE

However, these models are either incapable or inefficient for predicting the quality of complex and diverse UGC videos in practical applications.

VIDEO QUALITY ASSESSMENT

Perceptual Quality Assessment of Omnidirectional Images as Moving Camera Videos

21 May 2020xiangjieSui/Omnidirectional-Images-as-Moving-Camera-Videos

We first carry out a psychophysical experiment to investigate the interplay among the VR viewing conditions, the user viewing behaviors, and the perceived quality of 360{\deg} images.

VIDEO QUALITY ASSESSMENT

Patch-VQ: 'Patching Up' the Video Quality Problem

27 Nov 2020baidut/PatchVQ

No-reference (NR) perceptual video quality assessment (VQA) is a complex, unsolved, and important problem to social and streaming media applications.

VIDEO QUALITY ASSESSMENT VISUAL QUESTION ANSWERING

ST-GREED: Space-Time Generalized Entropic Differences for Frame Rate Dependent Video Quality Prediction

26 Oct 2020pavancm/GREED

We consider the problem of conducting frame rate dependent video quality assessment (VQA) on videos of diverse frame rates, including high frame rate (HFR) videos.

VIDEO QUALITY ASSESSMENT VISUAL QUESTION ANSWERING

Power of Tempospatially Unified Spectral Density for Perceptual Video Quality Assessment

12 Dec 2018gukyeongkwon/3DPSD-VQA

This is a full-reference tempospatial approach that considers both temporal and spatial PSD characteristics.

VIDEO QUALITY ASSESSMENT