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115 - Auto segmentation using multi-otsu

Otsu is a well known approach for image segmentation but it is limited to binary segmentation only. Most images contain information about multiple features requiring segmentation of multiple regions. Multi-Otsu calculates several thresholds based on the number supplied by the user. It is almost magical!

This tutorial explains the use of multi-otsu in Python followed by image segmentation.

Liao, P-S., Chen, T-S. and Chung, P-C., “A fast algorithm for multilevel thresholding”,
Journal of Information Science and Engineering 17 (5): 713-727, 2001

The code from this video is available at: https://github.com/bnsreenu/python_for_microscopists

Видео 115 - Auto segmentation using multi-otsu канала DigitalSreeni
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6 апреля 2020 г. 12:00:16
00:07:42
Яндекс.Метрика