Comparative analysis of potato disease leaf image denoising methods based on matlab

Zhang, Hongzhi

Techscience.uz - техника фанлари долзарб масалалри · 2025-yil

Annotatsiya

Image denoising is one of the indispensable operations in image preprocessing, and the purpose of denoising is to effectively inhibit the excess noise components in the screen under the premise of ensuring that the original effective information of the image remains unchanged. In order to study the advantages and disadvantages of various denoising algorithms, this paper theoretically analyses Gaussian filtering, Mean filtering, Median filtering, Bilateral filtering and Wavelet filtering, and uses MATLAB to carry out simulation implementation and comparative analysis of various filtering and denoising effects on potato diseased leaf images.

Maqola ma’lumotlari
MualliflarZhang, Hongzhi
JurnalTechscience.uz - техника фанлари долзарб масалалри
NashriyotЖиззах политехника институти
ISSN3030-3702, 3030-3702
Nashr sanasi2025-11-02
Jild3
Son10
Betlar37-44
TilIngliz
Ilmiy sohaTexnika
DOI10.47390/ts-v3i10y2025no6
Indeksga qo‘shilgan2026-08-26

DOI: 10.47390/ts-v3i10y2025no6 · Maqolaning asl sahifasi

Kalit so‘zlar

image denoising; Gaussian filtering; Mean filtering; Median filtering; Bilateral filtering; Wavelet filtering., tasvirni shovqindan tozalash; Gauss filtrlash; o‘rtacha filtrlash; median filtrlash; bilateral filtrlash; veyvlet filtrlash.

Ilmiy soha

Texnika

Iqtibos keltirish

APAZhang, Hongzhi (2025). COMPARATIVE ANALYSIS OF POTATO DISEASE LEAF IMAGE DENOISING METHODS BASED ON MATLAB. Techscience.uz - техника фанлари долзарб масалалри, 3(10), 37-44. https://doi.org/10.47390/ts-v3i10y2025no6
GOST (OAK)Zhang, Hongzhi COMPARATIVE ANALYSIS OF POTATO DISEASE LEAF IMAGE DENOISING METHODS BASED ON MATLAB // Techscience.uz - техника фанлари долзарб масалалри. – 2025. – T. 3, № 10. – P. 37-44. – DOI: 10.47390/ts-v3i10y2025no6.
MLAZhang, Hongzhi. “COMPARATIVE ANALYSIS OF POTATO DISEASE LEAF IMAGE DENOISING METHODS BASED ON MATLAB.” Techscience.uz - техника фанлари долзарб масалалри, 3(10), 37-44, 2025. https://doi.org/10.47390/ts-v3i10y2025no6
ChicagoZhang, Hongzhi. “COMPARATIVE ANALYSIS OF POTATO DISEASE LEAF IMAGE DENOISING METHODS BASED ON MATLAB.” Techscience.uz - техника фанлари долзарб масалалри, 3(10), 37-44 (2025). https://doi.org/10.47390/ts-v3i10y2025no6
HarvardZhang, Hongzhi (2025) ‘COMPARATIVE ANALYSIS OF POTATO DISEASE LEAF IMAGE DENOISING METHODS BASED ON MATLAB’, Techscience.uz - техника фанлари долзарб масалалри, 3(10), 37-44. https://doi.org/10.47390/ts-v3i10y2025no6
BibTeX
@article{zhanghongzhi2025,
  title = {COMPARATIVE ANALYSIS OF POTATO DISEASE LEAF IMAGE DENOISING METHODS BASED ON MATLAB},
  author = {Zhang, Hongzhi},
  journal = {Techscience.uz - техника фанлари долзарб масалалри},
  year = {2025},
  volume = {3},
  number = {10},
  pages = {37-44},
  doi = {10.47390/ts-v3i10y2025no6},
  url = {https://doi.org/10.47390/ts-v3i10y2025no6}
}

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