Infrared and visible image fusion based on iterative differential thermal information filter
Sign Up to like & getrecommendations! Published in 2022 at "Optics and Lasers in Engineering"
DOI: 10.1016/j.optlaseng.2021.106776
Abstract: Abstract We propose an infrared and visible image fusion method based on an iterative differential thermal information filter to generate a fusion image with the salient thermal targets of the infrared image and detailed information… read more here.
Keywords: visible image; fusion; thermal information; filter ... See more keywords
Infrared and Visible Image Fusion Using a Deep Unsupervised Framework With Perceptual Loss
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DOI: 10.1109/access.2020.3037770
Abstract: The fusion of infrared and visible images can utilize the indication characteristics and the textural details of source images to realize the all-weather detection. The deep learning (DL) based fusion solutions can reduce the computational… read more here.
Keywords: perceptual loss; visible image; fusion; loss ... See more keywords
An Efficient Algorithm to Highlight Details in Infrared and Visible Image Fusion
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DOI: 10.1109/access.2021.3103111
Abstract: To improve the fusion quality of infrared and visible images and highlight target and scene details, in this paper, a novel infrared and visible image fusion algorithm is proposed. First, a method for combining dynamic… read more here.
Keywords: visible image; fusion; image fusion; efficient algorithm ... See more keywords
End to End Infrared and Visible Image Fusion With Texture Details and Contrast Information
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DOI: 10.1109/access.2022.3202974
Abstract: Infrared and visible image fusion combine data information from different sensors to achieve a richer description of the same scene. In order to highlight the salient features of the infrared image and the visible image… read more here.
Keywords: information; fusion; visible image; infrared visible ... See more keywords
An Information Retention and Feature Transmission Network for Infrared and Visible Image Fusion
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DOI: 10.1109/jsen.2021.3073568
Abstract: The aim of infrared and visible image fusion is to generate a composite image that contains the thermal radiation information in the infrared image and optical spectral information in visible image. In this paper, we… read more here.
Keywords: visible image; fusion; image; feature transmission ... See more keywords
Learn to Search a Lightweight Architecture for Target-Aware Infrared and Visible Image Fusion
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DOI: 10.1109/lsp.2022.3180672
Abstract: Deep learning technology has recently achieved remarkable progress in infrared and visible image fusion. Nevertheless, existing methods have encountered blurred targets or unfaithful textural details on their fused results. They suffer from high computational expenses,… read more here.
Keywords: visible image; image fusion; architecture; infrared visible ... See more keywords
Infrared and Visible Image Fusion via Multiscale Receptive Field Amplification Fusion Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2023.3270759
Abstract: Infrared and visible image fusion, which highlights radiometric and detailed texture information and completely and accurately describes objects, is a long-standing and well-studied task in computer vision. Existing convolutional neural network-based approaches that leverage end-to-end… read more here.
Keywords: network; fusion; visible image; image fusion ... See more keywords
UNFusion: A Unified Multi-Scale Densely Connected Network for Infrared and Visible Image Fusion
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3109895
Abstract: Infrared image retains typical thermal targets while visible image preserves rich texture details, image fusion aims to reconstruct a synthesized image containing prominent targets and abundant texture details. Most of deep learning-based methods mainly focus… read more here.
Keywords: multi scale; fusion; visible image; unfusion ... See more keywords
Multigrained Attention Network for Infrared and Visible Image Fusion
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2020.3029360
Abstract: Methods based on generative adversarial network (GAN) have been widely used in infrared and visible images fusion. However, these methods cannot perceive the discriminative parts of an image. Therefore, we introduce a multigrained attention module… read more here.
Keywords: visible image; attention; infrared visible; image ... See more keywords
Infrared and Visible Image Fusion Based on Dual-Kernel Side Window Filtering and S-Shaped Curve Transformation
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DOI: 10.1109/tim.2021.3130202
Abstract: The fusion of infrared and visible images combines the advantages of thermal radiation information in infrared images and texture information in visible images. To preserve salient targets and obtain better fusion results, this article proposes… read more here.
Keywords: fusion; visible image; dual kernel; infrared visible ... See more keywords
MAFusion: Multiscale Attention Network for Infrared and Visible Image Fusion
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3181898
Abstract: The infrared and visible image fusion aims to generate one image with rich information by integrating thermal regions from the infrared image and texture details from the visible image, which is beneficial to facilitate the… read more here.
Keywords: network; fusion; visible image; image fusion ... See more keywords