Chuang Chen, Wenwu Jia, Ya Wang. Recognition and Detection of Mitosis Event Based on Feature of Evolution in Time Domain[J]. Laser & Optoelectronics Progress, 2019, 56(24): 241007
- Laser & Optoelectronics Progress
- Vol. 56, Issue 24, 241007 (2019)
Fig. 1. Processes of mitosis recognition and detection
Fig. 2. Whole process of mitosis. It means that mitosis is completed when shape of “8” appears
Fig. 3. Results of mitosis locations in phase-contrast microscopy image on C2C12 dataset. (a) Detection result of 918th frame; (b) detection result of 952nd frame; (c) detection result of 782nd frame; (d) detection result of 902nd frame
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Table 1. Experimental results with different levels on C2C12 dataset
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Table 2. Experimental results with different pooling strategies on C2C12 dataset
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Table 3. Experimental results with different features on C2C12 dataset
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Table 4. Experimental results with different features on C3H10 dataset
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Table 5. Comparison of EOF+SVM with other methods on C2C12 dataset
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Table 6. Comparison of EOF+SVM with other methods on C3H10 dataset
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