Loading [MathJax]/extensions/MathZoom.js
Analysis/synthesis coding of dynamic textures based on motion distribution statistics | IEEE Conference Publication | IEEE Xplore

Analysis/synthesis coding of dynamic textures based on motion distribution statistics


Abstract:

This paper presents improvements to a dynamic texture synthesis approach which is based on motion distribution statistics, able to produce high visual quality of synthesi...Show More

Abstract:

This paper presents improvements to a dynamic texture synthesis approach which is based on motion distribution statistics, able to produce high visual quality of synthesised dynamic textures. The aim is to recreate synthetically highly textured regions like water, leaves and smoke, instead of processing them with a conventional codec such as HEVC. The method involves two steps: analysis, where motion distribution statistics are computed, and synthesis, where the texture region is synthesized. Dense optical flow is utilized for estimating the random motion of dynamic textures. The performance of our dynamic texture analysis and synthesis approach is tested on cropped sequences, containing water, leaves and smoke. Simulation results show potential bitrate savings up to 50% on texture sequences at comparable visual quality.
Date of Conference: 17-20 September 2017
Date Added to IEEE Xplore: 22 February 2018
ISBN Information:
Electronic ISSN: 2381-8549
Conference Location: Beijing, China

References

References is not available for this document.