FIELD: physics.
SUBSTANCE: method for extracting an image characteristic, in which an image is divided into a plurality of blocks, each block comprising a plurality of cells; a sparse decomposition of the signal is performed for each cell to obtain a sparse vector corresponding to each cell; and the characteristics of the histogram of the oriented gradient (HOG) of the image are extracted in the frequency region in accordance with the sparse vectors.
EFFECT: improving the accuracy of the image detection when recognizing patterns.
13 cl, 12 dwg, 1 tbl
| Title | Year | Author | Number |
|---|---|---|---|
| FEATURE EXTRACTION METHOD AND APPARATUS | 2015 |
|
RU2644516C2 |
| METHOD AND DEVICE OF CHARACTERISTIC EXTRACTION | 2015 |
|
RU2632578C2 |
| SYSTEM AND METHOD FOR REAL-TIME DATA PROCESSING AND OBJECT RECOGNITION | 2022 |
|
RU2802280C1 |
| METHOD AND DEVICE FOR TRACKING AND RECOGNISING OBJECTS USING ROTATION-INVARIANT DESCRIPTORS | 2010 |
|
RU2542946C2 |
| METHOD OF FINDING CORRESPONDING PARTICULAR POINTS OF DIGITAL IMAGES | 2015 |
|
RU2614494C2 |
| IDENTIFICATION OR DETERMINATION OF LOAD BASED ON TEXTURE | 2015 |
|
RU2717913C2 |
| DEVICE OF SEARCHING IMAGE DUPLICATES | 2013 |
|
RU2538319C1 |
| METHOD AND SYSTEM FOR RECOGNITION OF THE EMOTIONAL STATE OF EMPLOYEES | 2021 |
|
RU2768545C1 |
| DEVICE AND METHOD OF PERSONALIZED SEARCH BASED ON PRODUCT IMAGE ATTRIBUTES | 2016 |
|
RU2697739C2 |
| IMAGE PROCESSING SYSTEM AND METHOD FOR ELIMINATING SCREEN-TYPE PATTERN THROUGH SPARSE REPRESENTATION OF SCANNED PRINTED COPIES | 2014 |
|
RU2595635C2 |
