Published December 25, 2024 | Version v2
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TRIKOTAJ TO'QIMA TASVIRLARINI ANIQLASH VA RAQAMLI ISHLOV BERISH USULLARI

  • 1. TATU Farg'ona filiali Dasturiy injiniring kafedrasi

Description

Ushbu maqola trikotaj to'qima tasvirlarini raqamli qayta ishlash usullariga bag'ishlangan. Tasvirlarni aniqlash va segmentatsiyalashda sun'iy intellekt yondashuvlari va klassik algoritmlar (Canny, Sobel, K-means) samaradorligi ko'rib chiqiladi. Maqolada Python dasturlash tili yordamida amaliy natijalar ko'rsatilgan va grafikalar orqali vizualizatsiya qilingan. Ushbu yondashuvlar trikotaj mahsulotlarida nuqsonlarni samarali aniqlash va ishlab chiqarish sifatini yaxshilashga yordam beradi

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References

  • Gonzalez R. C., Woods R. E. Digital Image Processing. Pearson Education, 2018.
  • Bishop C. M. Pattern Recognition and Machine Learning. Springer, 2006.
  • Smith S. M., Brady J. M. SUSAN - A New Approach to Low Level Image Processing. International Journal of Computer Vision, 1997.
  • Sharifjonovich M. X. TRIKOTAJ MAHSULOTLARIDA NUQSONLI TO 'QIMALARNING ANIQLASHNING MATEMATIK MODELI VA UNING ALGORITMLARI //Al-Farg'oniy avlodlari. – 2023. – Т. 1. – №. 4. – С. 194-196.
  • Kumar S. et al. Defect Detection in Textile Fabrics Using Computer Vision. Springer, 2019.
  • Sharifjonovich M. K. MODELS FOR DETECTING DEFECTIVE FABRICS IN KNITTED PRODUCTS //Academia Repository. – 2023. – Т. 4. – №. 11. – С. 24-27.
  • Sobirov M. et al. Method of assessment of structural properties of knitted fabrics based on image analysis //E3S Web of Conferences. – EDP Sciences, 2024. – Т. 587. – С. 03020.
  • Xurshid M., Kamoliddinov A. THE ROLE OF ONLINE STORIES IN THE FUTURE GENERATION AND OUR LIFE //Miasto Przyszłości. – 2024. – Т. 47. – С. 1132-1138.
  • Akhundjanov U. et al. Handwritten signature preprocessing for off-line recognition systems //E3S Web of Conferences. – EDP Sciences, 2024. – Т. 587. – С. 03019.
  • Huang T., Yang G., Tang G. A Fast Two-Dimensional Median Filtering Algorithm. IEEE Transactions on Acoustics, Speech, and Signal Processing, 1979.