A Vector Approach to Quality Assessment of Color Images
2008 (English)In: 2008 IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1-5, 2008, 814-818 p.Conference paper (Refereed)
A full-reference method for objective assessment of image quality is presented. The approach aims at achieving an accurate characterization of the behavior of noise-reduction filters for color digital pictures. The proposed technique consists in the evaluation of a vector error whose components take into account key features such as noise cancellation and detail preservation affecting the luminance and chroma information of the image. Application examples dealing with different kinds of noise distributions are discussed. Results of computer simulations show that the proposed approach can be used to validate techniques for image denoising without the limitations of scalar image quality measurements and without resorting to visual inspection.
Place, publisher, year, edition, pages
2008. 814-818 p.
, IEEE INSTRUMENTATION & MEASUREMENT TECHNOLOGY CONFERENCE, PROCEEDINGS, ISSN 1091-5281
Electrical Engineering, Electronic Engineering, Information Engineering
IdentifiersURN: urn:nbn:se:kth:diva-48573DOI: 10.1109/IMTC.2008.4547149ISI: 000261512100157OAI: oai:DiVA.org:kth-48573DiVA: diva2:458062
25th IEEE Instrumentation and Measurement Technology Conference. Victoria, CANADA. MAY 12-15, 2008
QC 201111242011-11-212011-11-212011-11-24Bibliographically approved