O'zbekcha
English
Русский
TASVIR QIRRALARINI ANIQLASH ALGORITMLARINI SOLISHTIRMA TAHLILI
Maqola haqida umumiy ma'lumotlar
Qirralarni aniqlash tasvirni qayta ishlashning muhim usuli boʻlib, u tasvir ichidagi obyektlarni aniqlash uchun ishlatiladi. Ushbu maqolada biz tasvir qirralarini aniqlash usullari (Roberts, Prewitt, Sobel, LoG va Canny)ni solishtirma tahlili samaradorligini oʻrganamiz. Olingan natijalar ilovadan olingan ma’lumotlar mos yozuvlar tasviri bilan taqqoslanadi va qirralarni aniqlash algoritmlarining solishtirma tahlili koʻrsatkichlari baholanadi.
1. V. A. Pimpalkhute, R. Page, A. Kothari, K. M. Bhurchandi and V. M. Kamble, "Digital Image Noise Estimation Using DWT Coefficients," in IEEE Transactions on Image Processing, vol. 30, pp. 1962-1972, 2021, doi: 10.1109/TIP.2021.3049961.
2. S. Das, “Comparison of various edge detection technique”, International Journal of Signal Processing, Image Processing and Pattern Recognition, vol.9, no.2, (2016), pp.143-158.
3. Hao, F., Xu, D., Chen, D. et al. Sobel operator enhancement based on eight-directional convolution and entropy. Int. j. inf. tecnol. 13, 1823–1828 (2021).
4. Balochian, S., Baloochian, H. Edge detection on noisy images using Prewitt operator and fractional order differentiation. Multimed Tools Appl 81, 9759–9770 (2022).
5. Canny, J. A Computational Approach to Edge Detection / J. Canny // IEEE Transactions on Pattern Analysis and Machine Intelligence. – 1986. – №6. – P. 679-698.
6. R. Maini and H. Agrawal, “Study and Comparison of Various Image Edge Detection Techniques”, International Journal of Image Processing.-2019. (IJIP), vol. 3, issue 1, pp. 1-12.
Hayitbayeva, D. Q. (2023). TASVIR QIRRALARINI ANIQLASH ALGORITMLARINI SOLISHTIRMA TAHLILI. Academic Research in Educational Sciences, 4(3), 412–420. https://doi.org/
Hayitbayeva, Dilafro’z. “TASVIR QIRRALARINI ANIQLASH ALGORITMLARINI SOLISHTIRMA TAHLILI.” Academic Research in Educational Sciences, vol. 3, no. 4, 2023, pp. 412–420, https://doi.org/.
Hayitbayeva, Q. 2023. TASVIR QIRRALARINI ANIQLASH ALGORITMLARINI SOLISHTIRMA TAHLILI. Academic Research in Educational Sciences. 3(4), pp.412–420.