Application of image matching in pathological image diagnosis of breast masses

Tingting Zhao; Youchen Fan

doi:10.1117/12.2579032

5 November 2020 Application of image matching in pathological image diagnosis of breast masses

Tingting Zhao, Youchen Fan

Proceedings Volume 11567, AOPC 2020: Optical Sensing and Imaging Technology; 115671F (2020) https://doi.org/10.1117/12.2579032
Event: Applied Optics and Photonics China (AOPC 2020), 2020, Beijing, China

Abstract

Among pathological images, there are usually some typical patient structures. For these typical images, template matching can be used for diagnosis, thereby the workload of doctors can be reduced. In this paper, pathological images of breast masses are studied in depth. A typical breast masses pathological template is established. Three template matching methods, correlation coefficient matching, correlation matching method as well as square difference matching method are used for experiments separately, and the timeliness and effectiveness of them are evaluated in terms of computing time and matching accuracy. The experimental results show that among these three template matching methods, the accuracy of correlation coefficient matching is the highest, and it is able to overcome the interference of angel rotation and noise. However, it is also consumes the longest time.

Citation Download Citation

Tingting Zhao and Youchen Fan "Application of image matching in pathological image diagnosis of breast masses", Proc. SPIE 11567, AOPC 2020: Optical Sensing and Imaging Technology, 115671F (5 November 2020); https://doi.org/10.1117/12.2579032

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KEYWORDS

Breast

Tumors

Medical imaging

Tissues

Biopsy

Distortion

Target recognition

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