Sparsity enhanced MRF algorithm for automatic object detection in GPR imagery

This study addressed the problem of automated object detection from ground penetrating radar imaging (GPR), using the concept of sparse representation. The detection task is first formulated as a Markov random field (MRF) process. Then, we propose a novel detection algorithm by introducing the spars...

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Bibliographic Details
Main Authors: Changpu Meng, Jie Yang
Format: Article
Language:English
Published: AIMS Press 2023-08-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023707?viewType=HTML