Image Segmentation Metric-Based Adaptive Method
| Autor: | Taras Dolynyuk, Nadiya Savka, Natalia Batryn, Oleh Berezsky, Kateryna Berezska, Oleh Pitsun |
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| Přispěvatelé: | TNEU |
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
adaptive method
Computer science Adaptive method business.industry metric cytological segmentation ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Pattern recognition Image processing Image segmentation Image (mathematics) Metric (mathematics) Medical imaging Signal processing algorithms histological image Segmentation Artificial intelligence business |
| Popis: | In this work, the authors analyzed the existing algorithms of image pre-processing and segmentation and determined their advantages and disadvantages. There was developed a metric-based method to choose automatically the segmentation algorithms and their parameters for cytological and histological image processing. This approach allows increasing the speed of segmentation algorithms and their parameters choice for different classes of images. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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