图像序列中的变化检测(医学应用)

A. Makki, A. El-Fishawy, A. Abutaleb, C. Hansen, J. Siegel, S. Kesler
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引用次数: 1

摘要

描述了在噪声环境中检测图像之间微小变化的两种算法。首先是一个非线性图像处理程序,用于减少和/或抑制背景(杂波),并增强两幅图像之间的微小差异。这个程序是基于最近发展的庞特里亚金滤波器和自适应噪声消除和图像序列分析的概念。第二个程序是线性的,是基于晶格滤波器结构。通过计算机模拟和真实图像对其性能进行了评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Change-detection in image sequences (medical application)
Two algorithms for the detection of small changes between images in a noisy environment are described. The first is a nonlinear image processing procedure for reduction and/or suppression of background (clutter), and the enhancement of the small difference between two images. This procedure is based on the recently developed Pontryagin filter and concepts of adaptive noise cancelling and image-sequence analysis. The second procedure is linear and is based on a lattice filter structure. The performance is evaluated through computer simulations and real images.<>
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