Statistics and Its Interface
Volume 3 (2010)
Singular spectrum analysis for image processing
Pages: 419 – 426
A technique of image processing based on application of the Singular Spectrum Analysis (SSA) is discussed and illustrated on the problem of denoising the celebrated ‘Lena’ image corrupted with noise. Also, SSA-based distances between two images are introduced and suggested for a possible use in the face verification problem.
singular spectrum analysis, time series analysis, distance between images, face verification
2010 Mathematics Subject Classification
Primary 37M10, 62M10. Secondary 94A08.