Robust Method for Semantic Segmentation of Whole-Slide Blood Cell Microscopic Image

Previous works on segmentation of SEM (scanning electron microscope) blood cell image ignore the semantic segmentation approach of whole-slide blood cell segmentation. In the proposed work, we address the problem of whole-slide blood cell segmentation using the semantic segmentation approach. We des...

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Veröffentlicht in:	arXiv.org 2020-01
Hauptverfasser:	Shahzad, Muhammad, Arif Iqbal Umar, Khan, Muazzam A, Syed Hamad Shirazi, Khan, Zakir, Yousaf, Waqas
Format:	Artikel
Sprache:	eng
Schlagworte:	Blood Blood cells Coders Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning Encoders-Decoders Erythrocytes Feature extraction Ground truth Image segmentation Masks Performance evaluation Pixels Platelets Preprocessing Semantic segmentation Semantics Statistics - Machine Learning
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