A set of descriptors is used to solve real challenges in image registration, object search in images, and image comparison. The various types of descriptors that are addressed in this article include those that are based on gradients, spectral representation, local binary, shape, and basis function. Taking into account the acquisition of remote images at different times, on different devices, the appearance of deformations, the presence of occlusions, the methods of constructing descriptors, invariance to rotation, image contrast, intensity change, scale, deformation to occlusion stability were analyzed. Recommendations for further scientific research were given in the conclusion based on comparative analysis. Descriptors have been found to be important for registration of multiple remotely sensed images, image fusion, image search, object recognition in images, and change detection.
| Mualliflar | Yusupov, O.R., Eshonqulov, E.Sh. |
|---|---|
| Jurnal | Рақамли технологияларнинг назарий ва амалий масалалари |
| Nashriyot | ТАТУ Самарқанд филиали |
| ISSN | 2181-3086, 2181-3094 |
| Nashr sanasi | 2023-12-26 |
| Jild | 6 |
| Son | 4 |
| Betlar | 102-110 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| DOI | 10.62132/ijdt.v6i4.142 |
| Indeksga qo‘shilgan | 2026-08-26 |
DOI: 10.62132/ijdt.v6i4.142 · Maqolaning asl sahifasi
image, invariant, descriptor, image processing, feature extraction, deformation, computer vision, tasvir, invariant, deskriptor, tasvirga ishlov berish, belgilarni ajratib olish, deformatsiya, kompyuterli koʻrish
| APA | Yusupov, O.R., & Eshonqulov, E.Sh. (2023). Comparative Analysis of Descriptors Construction Methods in Remote Sensing Images. Рақамли технологияларнинг назарий ва амалий масалалари, 6(4), 102-110. https://doi.org/10.62132/ijdt.v6i4.142 |
|---|---|
| GOST (OAK) | Yusupov, O.R., Eshonqulov, E.Sh. Comparative Analysis of Descriptors Construction Methods in Remote Sensing Images // Рақамли технологияларнинг назарий ва амалий масалалари. – 2023. – T. 6, № 4. – P. 102-110. – DOI: 10.62132/ijdt.v6i4.142. |
| MLA | Yusupov, O.R., and Eshonqulov, E.Sh. “Comparative Analysis of Descriptors Construction Methods in Remote Sensing Images.” Рақамли технологияларнинг назарий ва амалий масалалари, 6(4), 102-110, 2023. https://doi.org/10.62132/ijdt.v6i4.142 |
| Chicago | Yusupov, O.R., and Eshonqulov, E.Sh. “Comparative Analysis of Descriptors Construction Methods in Remote Sensing Images.” Рақамли технологияларнинг назарий ва амалий масалалари, 6(4), 102-110 (2023). https://doi.org/10.62132/ijdt.v6i4.142 |
| Harvard | Yusupov, O.R., and Eshonqulov, E.Sh (2023) ‘Comparative Analysis of Descriptors Construction Methods in Remote Sensing Images’, Рақамли технологияларнинг назарий ва амалий масалалари, 6(4), 102-110. https://doi.org/10.62132/ijdt.v6i4.142 |
| BibTeX | @article{yusupovor2023,
title = {Comparative Analysis of Descriptors Construction Methods in Remote Sensing Images},
author = {Yusupov, O.R. and Eshonqulov, E.Sh.},
journal = {Рақамли технологияларнинг назарий ва амалий масалалари},
year = {2023},
volume = {6},
number = {4},
pages = {102-110},
doi = {10.62132/ijdt.v6i4.142},
url = {https://doi.org/10.62132/ijdt.v6i4.142}
} |
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