FIELD: physics; image processing.
SUBSTANCE: invention relates to processing digital images, particularly to methods of changing the scale of a digital image, i.e. calculating luminance values in points, which do not belong to the initial set of points in which luminance values are known. A method is proposed for interpolation of a digital image with increase in sampling frequency by t times, comprising the following stages: pre-processing the image; determining the viewing window size m, degree of interpolation function n and scaling factor t; coefficient vector K is calculated, which corresponds to the given m, n, t combination; for each pixel of the initial image, m-1 nearest neighbours are determined, which, together with that pixel, form the viewing window, m; luminance of pixels, which form the viewing window m, are standardised to the k (k=1) level; luminance t2 of pixels is calculated using an m-dimensional interpolation polynomial of degree n, with vector K as coefficients; each interpolated pixel is assigned new coordinates (x', y); all previous steps are repeated for each colour component; the image is post-processed to reduce defects.
EFFECT: design of a linear spatial interpolation method, with improved capabilities and considerably less artefacts.
6 cl, 13 dwg
Title | Year | Author | Number |
---|---|---|---|
0 |
|
SU1566369A1 | |
INTERPOLATION-LIKE FILTERING OF INTEGER PIXEL POSITIONS IN VIDEO CODING | 2009 |
|
RU2477577C2 |
METHOD FOR SUB-PIXEL VALUE INTERPOLATION | 2007 |
|
RU2477575C2 |
FRC OCCLUSION PROCESSING WITH DEEP LEARNING | 2020 |
|
RU2747965C1 |
VIDEO ENCODING METHOD AND APPARATUS, VIDEO DECODING METHOD AND APPARATUS AND PROGRAMMES THEREFOR | 2012 |
|
RU2573747C2 |
INTERPOLATION FOR EXTERNAL PREDICTION WITH REFERENCE | 2019 |
|
RU2808586C2 |
METHOD FOR DECREASING DISTORTION OF COMPRESSED VIDEO IMAGE AND DEVICE FOR REALIZATION OF THE METHOD | 2003 |
|
RU2305377C2 |
UNPACKING OPERATION FOR BLOCKS OF INTERPOLATED FRAMES IN APPLICATION ON UPCONVERSION OF FRAME TRANSMISSION RATE | 2006 |
|
RU2380853C2 |
WINDOW OF LIMITED MEMORY ACCESS FOR CLARIFYING MOTION VECTOR | 2018 |
|
RU2761511C2 |
METHOD AND APPARATUS FOR GENERATING IMAGE SIGNALS IN STANDARD AND HIGH DEFINITION DIGITAL TELEVISION SYSTEMS | 2013 |
|
RU2557261C2 |
Authors
Dates
2009-09-10—Published
2007-02-13—Filed