IoT multimedia sensors for energy efficiency and security: A review of QoS aware and methods in wireless multimedia sensor networks

MA Matheen, S Sundar - International Journal of Wireless Information …, 2022 - Springer
In this era of IoT, due to the fast Advancements in sensor technology and the availability of
low-cost hardware, the development of Wireless Multimedia Sensor Networks (WMSNs) has …

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 …

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 …

Complexity control in the HEVC intracoding for industrial video applications

J Zhang, STW Kwong, T Zhao… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
A large number of industrial video applications are expected to work in real-time and power-
constrained scenarios. For such applications, the coding complexity has a great impact on …

SVM based approach for complexity control of HEVC intra coding

F Pakdaman, L Yu, MR Hashemi, M Ghanbari… - Signal Processing …, 2021 - Elsevier
Abstract The High Efficiency Video Coding (HEVC) is adopted by various video applications
in recent years. Because of its high computational demand, controlling the complexity of …

BLINC: lightweight bimodal learning for low-complexity VVC intra-coding

F Pakdaman, MA Adelimanesh… - Journal of Real-Time …, 2022 - Springer
The latest video coding standard, versatile video coding (VVC), achieves almost twice
coding efficiency compared to its predecessor, the high efficiency video coding (HEVC) …

Time and energy modeling of an intra-only HEVC encoder

R Rodríguez-Sánchez, MT Alonso… - 2015 Visual …, 2015 - ieeexplore.ieee.org
In this paper, we present precise time and energy models for an intra-only HEVC video
encoder. These models are a step forward to understand and estimate the computational …

Energy-efficient joint video encoding and transmission framework for WVSN

O Alaoui-Fdili, FX Coudoux, Y Fakhri, P Corlay… - Multimedia Tools and …, 2018 - Springer
In this paper, we propose an energy-efficient joint video encoding and transmission
framework for network lifetime extension, under an end-to-end video quality constraint in the …

VEEP: Video Encoding Energy and CO2 Emission Prediction

A Lachini, M Hoi, S Afzal, S Linder… - Proceedings of the …, 2024 - dl.acm.org
In the context of rising environmental concerns, this paper introduces VEEP, an architecture
designed to predict energy consumption and CO2 emissions in cloud-based video …

Video sensor node energy preservation through dynamic adaptive video encoding parameters' values selection

O Alaoui-Fdili, FX Coudoux, Y Fakhri, P Corlay… - … Informatics and Systems, 2018 - Elsevier
Wireless video sensor networks (WVSN) are energy constrained systems where deployed
video nodes are capable of capturing the visual scene, performing local processing such as …