3D EM/MPM Image Segmentation Using an FPGA Embedded Design Implementation

This paper presents a Field Programmable Gate Array (FPGA) based embedded system which is used to achieve high speed segmentation of 3D images. Segmentation is performed using Expectation-Maximization (EM) with Maximization of Posterior Marginals (MPM) Bayesian algorithm. This algorithm segments the...

Full description

Bibliographic Details

Published in:	Journal of signal processing systems Vol. 81; no. 3; pp. 411 - 424
Main Authors:	Liu, Chao, Sun, Yan, Christopher, Lauren
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.12.2015
Subjects:	Circuits and Systems Computer Imaging Electrical Engineering Engineering Image Processing and Computer Vision Pattern Recognition Pattern Recognition and Graphics Signal,Image and Speech Processing Vision FPGA 3D image segmentation EM/MPM
ISSN:	1939-8018, 1939-8115
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!