Deep neural networks for no-reference video quality assessment

J You, J Korhonen - 2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
Video quality assessment (VQA) is a challenging task due to the complexity of modeling
perceived quality characteristics in both spatial and temporal domains. A novel no-reference …

Panoramic video quality assessment based on non-local spherical CNN

J Yang, T Liu, B Jiang, W Lu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Panoramic video and stereoscopic panoramic video are essential carriers of virtual reality
content, so it is very crucial to establish their quality assessment models for the …

Methods and apparatuses for performing artificial intelligence encoding and artificial intelligence decoding on image

J Kim, JS Lee, J Sunyoung, C Kwangpyo… - US Patent …, 2020 - Google Patents
Provided is an artificial intelligence (AI) decoding apparatus includes: a memory storing one
or more instructions; and a processor configured to execute the one or more instructions …

Method and apparatus for streaming data

P Youngo, S Yumi, M Eom, C Kwangpyo - US Patent 10,817,986, 2020 - Google Patents
A terminal for receiving streaming data may receive information of a plurality of different
quality versions of an image content; request, based on the information, a server for a …

Apparatuses and methods for performing artificial intelligence encoding and artificial intelligence decoding on image

J Kim, JS Lee, J Sunyoung, C Kwangpyo… - US Patent …, 2020 - Google Patents
An artificial intelligence (AI) decoding apparatus includes a memory storing one or more
instructions, and a processor configured to execute the stored one or more instructions, to …

[PDF][PDF] Multi-pooled Inception Features for No-reference Video Quality Assessment.

D Varga - VISIGRAPP (4: VISAPP), 2020 - scitepress.org
Video quality assessment (VQA) is an important element of a broad spectrum of applications
ranging from automatic video streaming to surveillance systems. Furthermore, the …

Classification of compressed remote sensing multispectral images via convolutional neural networks

M Giannopoulos, A Aidini, A Pentari, K Fotiadou… - Journal of …, 2020 - mdpi.com
Multispectral sensors constitute a core Earth observation image technology generating
massive high-dimensional observations. To address the communication and storage …

Latent Image and Video Resolution Prediction using Convolutional Neural Networks

R Kansabanik, A Barbu - arXiv preprint arXiv:2410.13227, 2024 - arxiv.org
This paper introduces a Video Quality Assessment (VQA) problem that has received little
attention in the literature, called the latent resolution prediction problem. The problem arises …

Methods and apparatuses for performing encoding and decoding on image

P Pilkyu, P Youngo, JS Lee, S Yumi, M Eom - US Patent 10,819,992, 2020 - Google Patents
Provided is a computer-recordable recording medium having stored thereon a video file
including artificial intelligence (AI) encoding data, wherein the AI encoding data includes …

The Use of Machine Learning in Modeling Video Quality Assessment

J Klink, M Łuczyński, T Uhl - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
The number of multimedia services in modern fixed and mobile networks is growing day by
day. Quality of service assessment is an important indicator for both the service provider and …