Towards efficient context-specific video coding based on gaze-tracking analysis

Author:

Agrafiotis D.1,Davies S. J. C.1,Canagarajah N.1,Bull D. R.1

Affiliation:

1. University of Bristol, Bristol, UK

Abstract

This article discusses a framework for model-based, context-dependent video coding based on exploitation of characteristics of the human visual system. The system utilizes variable-quality coding based on priority maps which are created using mostly context-dependent rules. The technique is demonstrated through two case studies of specific video context, namely open signed content and football sequences. Eye-tracking analysis is employed for identifying the characteristics of each context, which are subsequently exploited for coding purposes, either directly or through a gaze prediction model. The framework is shown to achieve a considerable improvement in coding efficiency.

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Networks and Communications,Hardware and Architecture

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Depth Matters: Spatial Proximity-based Gaze Cone Generation for Gaze Following in Wild;ACM Transactions on Multimedia Computing, Communications, and Applications;2024-08-26

2. Scalable 360° Video Stream Delivery: Challenges, Solutions, and Opportunities;Proceedings of the IEEE;2019-04

3. Efficient Multiview Video Coding Using 3-D Coding and Saliency-Based Bit Allocation;IEEE Transactions on Broadcasting;2018-06

4. Adaptive Energy Optimization in Multimedia-Centric Wireless Devices: A Survey;IEEE Communications Surveys & Tutorials;2013

5. Perceptual Video Compression: A Survey;IEEE Journal of Selected Topics in Signal Processing;2012-10

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