FIELD: image processing.
SUBSTANCE: method, a data carrier and an image processing system. The method for obtaining a document image by a data processing device; dividing the document image into a plurality of patches, each of which is an image area containing an image object; determining for each patch whether the given patch is monochrome or non-monochrome; clustering the plurality of monochrome patches into a plurality of clusters in a colour space, each cluster corresponding to one colour layer of the plurality of colour layers of the document image; segmenting each non-monochrome patch into a corresponding set of monochrome segments; linking, for each non-monochrome patch, each monochrome segment of the corresponding plurality of monochrome segments to a cluster of the plurality of clusters; and using the plurality of clusters to perform the task of extracting information from the document image.
EFFECT: increasing the accuracy of object recognition in the image by dividing the image into colour layers and extracting information from the image using the selected colour layers.
20 cl, 10 dwg
Title | Year | Author | Number |
---|---|---|---|
METHOD AND SYSTEM OF TEXT IMPROVEMENT AT DIGITAL COPYING OF PRINTED DOCUMENTS | 2012 |
|
RU2520407C1 |
METHOD FOR SEPARATING TEXTS AND ILLUSTRATIONS IN IMAGES OF DOCUMENTS USING A DESCRIPTOR OF DOCUMENT SPECTRUM AND TWO-LEVEL CLUSTERING | 2017 |
|
RU2656708C1 |
METHOD OF AUTOMATIC PHOTOGRAPH FRAMING | 2006 |
|
RU2329535C2 |
METHOD AND EQUIPMENT FOR ENCODING/DECODING POINT CLOUD REPRESENTING THREE-DIMENSIONAL OBJECT | 2019 |
|
RU2767771C1 |
METHOD, SYSTEM AND COMPUTER DATA MEDIUM FOR FACE DETECTION | 2013 |
|
RU2601185C2 |
METHOD AND SYSTEM OF PREPARING TEXT-CONTAINING IMAGES TO OPTICAL RECOGNITION OF SYMBOLS | 2016 |
|
RU2628266C1 |
METHOD AND SYSTEM FOR DETERMINING COLOUR FROM IMAGE | 2011 |
|
RU2573255C2 |
METHOD AND SYSTEM OF PREPARING TEXT-CONTAINING IMAGES TO OPTICAL RECOGNITION OF SYMBOLS | 2016 |
|
RU2636097C1 |
METHODS AND SYSTEMS FOR IDENTIFYING DNA PATTERNS THROUGH SPECTRAL ANALYSIS | 2007 |
|
RU2466458C2 |
METHOD AND SYSTEM TO DETECT COLOUR FROM IMAGE | 2011 |
|
RU2550150C2 |
Authors
Dates
2023-03-23—Published
2021-12-09—Filed