A survey on perceptually optimized video coding

Y Zhang, L Zhu, G Jiang, S Kwong, CCJ Kuo - ACM Computing Surveys, 2023 - dl.acm.org
To provide users with more realistic visual experiences, videos are developing in the trends
of Ultra High Definition (UHD), High Frame Rate (HFR), High Dynamic Range (HDR), Wide …

Advances in video compression system using deep neural network: A review and case studies

D Ding, Z Ma, D Chen, Q Chen, Z Liu… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Significant advances in video compression systems have been made in the past several
decades to satisfy the near-exponential growth of Internet-scale video traffic. From the …

JND-aware Two-pass Per-title Encoding Scheme for Adaptive Live Streaming

VV Menon, PT Rajendran, C Feldmann… - … on Circuits and …, 2023 - ieeexplore.ieee.org
Adaptive live video streaming applications utilize a predefined collection of bitrate-resolution
pairs, known as a bitrate ladder, for simplicity and efficiency, eliminating the need for …

Progress and opportunities in modelling just-noticeable difference (JND) for multimedia

W Lin, G Ghinea - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
Just-Noticeable Difference (JND) is the minimal amount of signal change that the human
being is able to perceive. The human has five major sensing organs, namely, eyes, ears …

[PDF][PDF] Efficient prediction of the first just noticeable difference point for JPEG compressed images

B Bondžulić, N Stojanović, V Petrović… - Acta Polytechnica …, 2021 - acta.uni-obuda.hu
In this paper, we show that a high-level of correlation exists between a simple image feature–
mean gradient magnitude and the peak signal-to-noise ratio (PSNR) of the first just …

A Survey on Energy Consumption and Environmental Impact of Video Streaming

S Afzal, N Mehran, ZA Ourimi, F Tashtarian… - arXiv preprint arXiv …, 2024 - arxiv.org
Climate change challenges require a notable decrease in worldwide greenhouse gas
(GHG) emissions across technology sectors. Digital technologies, especially video …

BL-JUNIPER: A CNN-assisted framework for perceptual video coding leveraging block-level JND

S Nami, F Pakdaman, MR Hashemi… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Just Noticeable Distortion (JND) finds the minimum distortion level perceivable by humans.
This can be a natural solution for setting the compression for each video region in …

Energy-Efficient Multi-Codec Bitrate-Ladder Estimation for Adaptive Video Streaming

VV Menon, R Farahani, PT Rajendran… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
With the emergence of multiple modern video codecs, streaming service providers are
forced to encode, store, and transmit bitrate ladders of multiple codecs separately …

Perceptually-aware per-title encoding for adaptive video streaming

VV Menon, H Amirpour, M Ghanbari… - … on Multimedia and …, 2022 - ieeexplore.ieee.org
In live streaming applications, a fixed set of bitrate-resolution pairs (known as bitrate ladder)
is used for simplicity and efficiency to avoid the additional encoding run-time required to find …

Content-adaptive variable framerate encoding scheme for green live streaming

VV Menon, S Afzal, PT Rajendran… - arXiv preprint arXiv …, 2023 - arxiv.org
Adaptive live video streaming applications use a fixed predefined configuration for the
bitrate ladder with constant framerate and encoding presets in a session. However, selecting …