PENERAPAN ALGORITMA HOUGH CIRCLE TRANSFORM SEBAGAI METODE PENGUKURAN GELEMBUNG MIKRO DENGAN PARAMETER PENGUJIAN ANOTASI MANUAL DAN AKURASI

Dinda Salsabiila Padmakirana, NIM.: 17106020003 (2024) PENERAPAN ALGORITMA HOUGH CIRCLE TRANSFORM SEBAGAI METODE PENGUKURAN GELEMBUNG MIKRO DENGAN PARAMETER PENGUJIAN ANOTASI MANUAL DAN AKURASI. Skripsi thesis, UIN SUNAN KALIJAGA YOGYAKARTA.

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Abstract

The Hough transform algorithm was analyzed as a microbubble measurement technique using accuracy testing procedures and manual annotation. The equipment used in current microbubble measuring techniques is too large and bulky to measure bubble sizes lower than 150 μm. Compared to the current microbubble measuring techniques, the Hough transform algorithm might be a more efficient technique. The Hough circle transform algorithm will be used and tested in this study as a microbubble measurement technique. Google Colab is used in the study methodology as process developing the Hough Circle Transform Algorithm. Five samples, each lasting ten seconds, were used in this study. This study concludes that the Hough circle transform algorithm, as a micro bubble measurement method, can detect bubbles with the smallest radius size of 5

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