Results 61 to 70 of about 179 (123)

A Comprehensive Image Quality Evaluation of Image Fusion Techniques Using X-Ray Images for Detonator Detection Tasks

Applied Sciences
Purpose: Luggage X-rays suffer from low contrast, material overlap, and noise; dual-energy imaging reduces ambiguity but creates colour biases that impair segmentation.
Lynda Oulhissane, Mostefa Merah, Simona Moldovanu, Luminita Moraru   +3 more
doaj   +1 more source

Multi-Focus Image Fusion for Full-Field Optical Angiography. [PDF]

Entropy (Basel), 2023
Jie Y, Li X, Wang M, Tan H.
europepmc   +1 more source

Multi-Focus Image Fusion Based on Dual-Channel Rybak Neural Network and Consistency Verification in NSCT Domain

Fractal and Fractional
In multi-focus image fusion, accurately detecting and extracting focused regions remains a key challenge. Some existing methods suffer from misjudgment of focus areas, resulting in incorrect focus information or the unintended retention of blurred ...
Ming Lv, Sensen Song, Zhenhong Jia, Liangliang Li, Hongbing Ma   +4 more
doaj   +1 more source

TDFusion: When Tensor Decomposition Meets Medical Image Fusion in the Nonsubsampled Shearlet Transform Domain. [PDF]

Sensors (Basel), 2023
Zhang R, Wang Z, Sun H, Deng L, Zhu H.
europepmc   +1 more source

Fractal Dimension-Based Multi-Focus Image Fusion via Coupled Neural P Systems in NSCT Domain

Fractal and Fractional
In this paper, we introduce an innovative approach to multi-focus image fusion by leveraging the concepts of fractal dimension and coupled neural P (CNP) systems in nonsubsampled contourlet transform (NSCT) domain. This method is designed to overcome the
Liangliang Li, Xiaobin Zhao, Huayi Hou, Xueyu Zhang, Ming Lv, Zhenhong Jia, Hongbing Ma   +6 more
doaj   +1 more source

ECFuse: Edge-Consistent and Correlation-Driven Fusion Framework for Infrared and Visible Image Fusion. [PDF]

Sensors (Basel), 2023
Chen H, Deng L, Zhu L, Dong M.
europepmc   +1 more source

Fusion of medical images using Nabla operator; Objective evaluations and step-by-step statistical comparisons. [PDF]

PLoS One, 2023
Behrouzi Y, Basiri A, Pourgholi R, Kiaei AA.   +3 more
europepmc   +1 more source

$C^{2}N^{2}$: Complex-Valued Contourlet Neural Network

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Complex-valued convolutional neural networks (CV-CNN) have recently gained recognition in feature representation learning. It implements the repeated application of the operations in convolution, local average pooling, and the absolute value of the ...
Mengkun Liu, Licheng Jiao, Xu Liu, Lingling Li, Fang Liu, Shuyuan Yang, Yuwei Guo, Puhua Chen   +7 more
doaj   +1 more source

Deep Learning Approach for Fusion of Magnetic Resonance Imaging-Positron Emission Tomography Image Based on Extract Image Features using Pretrained Network (VGG19). [PDF]

J Med Signals Sens, 2022
Amini N, Mostaar A.
europepmc   +1 more source

Pulse Coupled Neural Network-Based Multimodal Medical Image Fusion via Guided Filtering and WSEML in NSCT Domain. [PDF]

Entropy (Basel), 2021
Li L, Ma H.
europepmc   +1 more source