Efficient FPGA Implementation of Automatic Nuclei Detection in Histopathology Images

Efficient FPGA Implementation of Automatic Nuclei Detection in Histopathology Images

Accurate and efficient detection of cell nuclei is an important step towards the development of a pathology-based Computer Aided Diagnosis. Generally, high-resolution histopathology images are very large, in the order of billion pixels, therefore nuclei detection is a highly compute intensive task,...

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Bibliographic Details
Main Authors: Haonan Zhou, Raju Machupalli, Mrinal Mandal
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:Journal of Imaging
Subjects:
FPGA implementation
hardware architecture
image processing
histopathology
generalized Laplacian of Gaussian filter
nuclei detection
mean Shift clustering
Online Access:http://www.mdpi.com/2313-433X/5/1/21

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http://www.mdpi.com/2313-433X/5/1/21

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