Faster R-CNN based microscopic cell detection

• Published in: 2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) pp. 345 - 350
• Main Authors: Yang, Su, Fang, Bin, Tang, Wei, Wu, Xuegang, Qian, Jiye, Yang, Weibin
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.12.2017
• Subjects: cell detection; Electronic mail; Faster R-CNN; Feature extraction; Machine learning; microscopic images; Microscopy; Object detection; Proposals; RPN; White blood cells

The automatic analysis of microscopic images is an important subject of medical image processing, of which the cell detection is an important part. However, owing to the different size and shape, as also as the adhesion among cells, detecting and locating cells accurately seems to be a very challeng...