As one of the important parts of face recognition, face image segmentation has become a major focus of human feature recognition. In this paper, the AdaBoost algorithm and Gabor texture analysis algorithm are used to segment an image containing multiple faces, which effectively reduces the false detection rate in face image segmentation. In face image segmentation, the image containing face data is first analyzed by texture using the Gabor algorithm, and different thresholds are set for different skin-like areas, thereby removing skin-like areas in the background image. Then, the face areas are detected using the AdaBoost algorithm, and the detected face areas are segmented. Experiments have shown that the proposed method can quickly and accurately segment faces in the image, and effectively reduce the loss and false detection rates.
| Mualliflar | Mamatov, N.S., Niyozmatova, N.A., Tojiboyeva, Sh.X., Mashanpin, T.V., Yaxyaev, B.Yu. |
|---|---|
| Jurnal | Рақамли технологияларнинг назарий ва амалий масалалари |
| Nashriyot | ТАТУ Самарқанд филиали |
| ISSN | 2181-3086, 2181-3094 |
| Nashr sanasi | 2025-04-06 |
| Jild | 8 |
| Son | 1 |
| Betlar | 183-189 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| DOI | 10.62132/ijdt.v8i1.250 |
| Indeksga qo‘shilgan | 2026-08-26 |
DOI: 10.62132/ijdt.v8i1.250 · Maqolaning asl sahifasi
yuz tasviri, Gabor filtri, AdaBoost, face image, Gabor filter, AdaBoost
| APA | Mamatov, N.S., Niyozmatova, N.A., Tojiboyeva, Sh.X., Mashanpin, T.V., & Yaxyaev, B.Yu. (2025). Facial image segmentation based on Gabor filter. Рақамли технологияларнинг назарий ва амалий масалалари, 8(1), 183-189. https://doi.org/10.62132/ijdt.v8i1.250 |
|---|---|
| GOST (OAK) | Mamatov, N.S. va b. Facial image segmentation based on Gabor filter // Рақамли технологияларнинг назарий ва амалий масалалари. – 2025. – T. 8, № 1. – P. 183-189. – DOI: 10.62132/ijdt.v8i1.250. |
| MLA | Mamatov, N.S., Niyozmatova, N.A., Tojiboyeva, Sh.X., Mashanpin, T.V., and Yaxyaev, B.Yu. “Facial image segmentation based on Gabor filter.” Рақамли технологияларнинг назарий ва амалий масалалари, 8(1), 183-189, 2025. https://doi.org/10.62132/ijdt.v8i1.250 |
| Chicago | Mamatov, N.S., Niyozmatova, N.A., Tojiboyeva, Sh.X., Mashanpin, T.V., and Yaxyaev, B.Yu. “Facial image segmentation based on Gabor filter.” Рақамли технологияларнинг назарий ва амалий масалалари, 8(1), 183-189 (2025). https://doi.org/10.62132/ijdt.v8i1.250 |
| Harvard | Mamatov, N.S., Niyozmatova, N.A., Tojiboyeva, Sh.X., Mashanpin, T.V., and Yaxyaev, B.Yu (2025) ‘Facial image segmentation based on Gabor filter’, Рақамли технологияларнинг назарий ва амалий масалалари, 8(1), 183-189. https://doi.org/10.62132/ijdt.v8i1.250 |
| BibTeX | @article{mamatovns2025,
title = {Facial image segmentation based on Gabor filter},
author = {Mamatov, N.S. and Niyozmatova, N.A. and Tojiboyeva, Sh.X. and Mashanpin, T.V. and Yaxyaev, B.Yu.},
journal = {Рақамли технологияларнинг назарий ва амалий масалалари},
year = {2025},
volume = {8},
number = {1},
pages = {183-189},
doi = {10.62132/ijdt.v8i1.250},
url = {https://doi.org/10.62132/ijdt.v8i1.250}
} |
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