KULRANG TASVIRLARNI QAYTA ISHLASHDA KLASSIK VA ZAMONAVIY METODLARNING TAQQOSLANISHI

Authors

  • K K Erejepov Author
  • D K Adilbaeva Author

Keywords:

Sun’iy intellekt, neyron tarmoqlar, piksel, kontrast, rang kanali, protsessor.

Abstract

Kulrang tasvirlarni qayta ishlash - sun’iy intellekt, tibbiyot va robototexnika kabi sohalarda muhim ahamiyatga ega. Ushbu tadqiqotda klassik va zamonaviy usullarining afzalliklari misollar orqali solishtirildi. Natijalar shuni koʻrsatadiki, oddiy vazifalar uchun klassik metodlar, murakkab vazifalar uchun esa zamonaviy usullar samaraliroqdir. Bu tahlil mutaxassislarga optimal metodni tanlashda amaliy yordam beradi.

Downloads

Download data is not yet available.

References

Pratt, W.K. (2001). Digital Image Processing. Wiley-Interscience. (3-nashr)

Gonzalez, R.C. & Woods, R.E. (2018). Digital Image Processing. Pearson. (4-nashr)

Isola, P., et al. (2017). "Image-to-Image Translation with Conditional Adversarial Networks" (CVPR)

Hinton, G.E. & Salakhutdinov, R.R. (2006). "Reducing the Dimensionality of Data with Neural Networks", Science.

Smith, A.R. (2020). "Color-to-Grayscale: Does the Method Matter in Image Recognition?" (IEEE Access)

Downloads

Published

2025-05-15