The effect of texture granularity on texture synthesis quality

S. Alireza Golestaneh, Mahesh M. Subedar, Lina Karam

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

Natural and artificial textures occur frequently in images and in video sequences. Image/video coding systems based on texture synthesis can make use of a reliable texture synthesis quality assessment method in order to improve the compression performance in terms of perceived quality and bit-rate. Existing objective visual quality assessment methods do not perform satisfactorily when predicting the synthesized texture quality. In our previous work, we showed that texture regularity can be used as an attribute for estimating the quality of synthesized textures. In this paper, we study the effect of another texture attribute, namely texture granularity, on the quality of synthesized textures. For this purpose, subjective studies are conducted to assess the quality of synthesized textures with different levels (low, medium, high) of perceived texture granularity using different types of texture synthesis methods.

Original languageEnglish (US)
Title of host publicationProceedings of SPIE - The International Society for Optical Engineering
PublisherSPIE
Volume9599
ISBN (Print)9781628417654, 9781628417654
DOIs
StatePublished - 2015
EventApplications of Digital Image Processing XXXVIII - San Diego, United States
Duration: Aug 10 2015Aug 13 2015

Other

OtherApplications of Digital Image Processing XXXVIII
CountryUnited States
CitySan Diego
Period8/10/158/13/15

Fingerprint

Texture Synthesis
Granularity
Texture
textures
Textures
synthesis
Quality Assessment
Attribute
Image Coding
Video Coding
Compression
Image coding
Regularity
regularity
coding

Keywords

  • subjective quality
  • texture compression
  • texture granularity
  • Texture synthesis

ASJC Scopus subject areas

  • Applied Mathematics
  • Computer Science Applications
  • Electrical and Electronic Engineering
  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics

Cite this

Alireza Golestaneh, S., Subedar, M. M., & Karam, L. (2015). The effect of texture granularity on texture synthesis quality. In Proceedings of SPIE - The International Society for Optical Engineering (Vol. 9599). [959912] SPIE. https://doi.org/10.1117/12.2189466

The effect of texture granularity on texture synthesis quality. / Alireza Golestaneh, S.; Subedar, Mahesh M.; Karam, Lina.

Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9599 SPIE, 2015. 959912.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Alireza Golestaneh, S, Subedar, MM & Karam, L 2015, The effect of texture granularity on texture synthesis quality. in Proceedings of SPIE - The International Society for Optical Engineering. vol. 9599, 959912, SPIE, Applications of Digital Image Processing XXXVIII, San Diego, United States, 8/10/15. https://doi.org/10.1117/12.2189466
Alireza Golestaneh S, Subedar MM, Karam L. The effect of texture granularity on texture synthesis quality. In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9599. SPIE. 2015. 959912 https://doi.org/10.1117/12.2189466
Alireza Golestaneh, S. ; Subedar, Mahesh M. ; Karam, Lina. / The effect of texture granularity on texture synthesis quality. Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9599 SPIE, 2015.
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