Methodology of Correlation Analysis in Solution of a Problem of Normalization of Projective Image Transformations
Електронного архіву Харківського національного університету радіоелектроніки (Open Access Repository of KHNURE)
Переглянути архів Інформація| Поле | Співвідношення | |
| Title |
Methodology of Correlation Analysis in Solution of a Problem of Normalization of Projective Image Transformations
|
|
| Creator |
Lyashenko, V.
Mohammad, A. Lyubchenko, V. Kobylin, O. |
|
| Subject |
normalization
correlation computer vision |
|
| Description |
Processing and interpretation of images is one of composing systems of the intellectual analysis of data. It is caused by that the significant part of information about outward things can be received on the basis of the video data analysis about images of the real world. At that, such analysis uses various methods, approaches and theories where the special place is occupied by the procedures connected with recognition of scenes or separate objects, presented on incoming images. Thus, it is necessary to consider the fact, that incoming images owing to objective factors could be subject to various geometrical distortions. Such distortions impose the restrictions and features on possibility of application of separate approaches and methods to processing and interpretation of images. Hence, a procedure of correlation normalization of images which allows to compare and recognize images is considered in this work. The work proves the possibility of representation of projective group of transformations, as one of versions of geometrical distortions of the incoming image, in the form of composition of the basic, simple transformations which are also versions of geometrical distortions of the incoming image. At the same time, the expediency of application of a partial correlation method for realization of procedure of correlation normalization of images is considered. The formalized description of the offered procedure of correlation normalization of images is given. Examples of separate steps of realization of the offered procedure are resulted.
|
|
| Date |
2018-06-22T08:31:37Z
2018-06-22T08:31:37Z 2015 |
|
| Type |
Article
|
|
| Identifier |
Lyashenko V., Lyubchenko V., Mohammad A., Kobylin O. Methodology of Correlation Analysis in Solution of a Problem of Normalization of Projective Image Transformations // International Journal of Scientific & Engineering Research. – 2015. – Vol. 6(9). – P. 249-255.
2229-5518 http://openarchive.nure.ua/handle/document/6317 |
|
| Language |
en
|
|
| Publisher |
IJSER
|
|