Infrared and visible image fusion with convolutional neural networks

DOI10.1142/S0219691318500182zbMath1392.62196OpenAlexW2772136803MaRDI QIDQ4564911

Yu Liu, Xun Chen, Juan Cheng, Zengfu Wang, Hu Peng

Publication date: 7 June 2018

Published in: International Journal of Wavelets, Multiresolution and Information Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0219691318500182

zbMATH Keywords

convolutional neural networksweight assignmentactivity level measurementimage pyramidsinfrared and visible image fusion

Mathematics Subject Classification ID

Image analysis in multivariate analysis (62H35) Computing methodologies for image processing (68U10)

Related Items (3)

Infrared and visible image fusion with hybrid image filtering ⋮ Structural similarity preserving GAN for infrared and visible image fusion ⋮ Green fluorescent protein and phase-contrast image fusion via generative adversarial networks

Uses Software

• Caffe
• OverFeat

Cites Work

• Multifocus image fusion using the nonsubsampled contourlet transform
• Integrated multilevel image fusion and match score fusion of visible and infrared face images for robust face recognition
• A morphological pyramidal image decomposition
• Multi-focus image fusion and super-resolution with convolutional neural network

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