A segmentation algorithm of intracranial hemorrhage CT image

Haibo Wang; Zhiguo Chen; Jianzhi Wang

doi:10.1117/12.913497

1 October 2011 A segmentation algorithm of intracranial hemorrhage CT image

Haibo Wang, Zhiguo Chen, Jianzhi Wang

Proceedings Volume 8285, International Conference on Graphic and Image Processing (ICGIP 2011); 82856Q (2011) https://doi.org/10.1117/12.913497
Event: 2011 International Conference on Graphic and Image Processing, 2011, Cairo, Egypt

Abstract

To develop a computer aided detection (CAD) system that improves diagnostic accuracy of intracranial hemorrhage on cerebral CT. A method for CT image segmentation of brain is proposed, with which, several regions that are suspicious of hemorrhage can be segmented rapidly and effectively. Extracting intracranial area algorithm is introduced firstly to extract intracranial area. Secondly, FCM is employed twice, we named it with TFCM. FCM is first employed to identify areas of intracranial hemorrhage. Finally, FCM is employed to segment the lesions. Experimental results on real medical images demonstrate the efficiency and effectiveness.

Citation Download Citation

Haibo Wang, Zhiguo Chen, and Jianzhi Wang "A segmentation algorithm of intracranial hemorrhage CT image", Proc. SPIE 8285, International Conference on Graphic and Image Processing (ICGIP 2011), 82856Q (1 October 2011); https://doi.org/10.1117/12.913497

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