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This method decomposes the medical image into detail and base layers, enhancing texture details by introducing a first-order derivative filter, and smoothing ...
Nov 14, 2023 · A Medical Image Fusion Method Based on Detail Enhancement Decomposition. Zhang Rui 1. ,. He Yue 1. ,. Dai Lina 1. ,. Zhu Hu 1.
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A simple and efficient multi-level detail enhancement decomposition method based on weighted least squares (WLS) and local statistical edge model (LSEM) is ...
This image decomposition method is used to decompose the input medical images into high-frequency and low-frequency layers. Finally, high-frequency layers are ...
Nov 17, 2020 · This article presents a novel feature-level medical image fusion (FMIF) method using a structural gradient-based decomposition, which provides uncorrelated ...
Jun 30, 2022 · We introduced an enhanced multi-level decomposition method named dual-decomposed MDLatLRR (D2-LRR) which effectively analyzes and utilizes all image features ...
Firstly, the three-scale decomposition (TSD) technique is introduced to obtain the base and detail components. Secondly, a rule base on local energy ...
Apr 4, 2024 · In this paper, we propose a novel deep medical image fusion method based on a deep convolutional neural network (DCNN) for directly learning image features ...
Apr 10, 2024 · This article proposes a fast and reliable method for medical image fusion depending on multilevel Guided edge-preserving filtering (MLGEPF) decomposition rule.
Jan 31, 2022 · (1) We use a two-scale decomposition method to decompose source images into base layer components and detail layer components, which can make ...
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