Infrared Image Super-Resolution with Parallel Random Forest
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Parallel Programming"
DOI: 10.1007/s10766-017-0551-9
Abstract: Infrared imaging has the advantage of all-weather working ability. Due to the limitation of the hardware and the high cost, the resolution of infrared image (IR) is very low. To improve the resolution of IR… read more here.
Keywords: resolution; regression; super resolution; regression model ... See more keywords
Visible and infrared image fusion using an efficient adaptive transition region extraction technique
Sign Up to like & getrecommendations! Published in 2021 at "Engineering Science and Technology, an International Journal"
DOI: 10.1016/j.jestch.2021.06.017
Abstract: Abstract In order to track a targeted environment, concealed weapon detection, navigation and military require various imaging modalities, for instance, visible image (VI) and infrared (IR) image. These modalities provide additional details. Complementary information from… read more here.
Keywords: region; fusion; image fusion; infrared image ... See more keywords
Single infrared image enhancement using a deep convolutional neural network
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.11.081
Abstract: Abstract In this paper, we propose a deep learning method for single infrared image enhancement. A fully convolutional neural network (CNN) is used to produce images with enhanced contrast and details. The conditional generative adversarial… read more here.
Keywords: image enhancement; network; infrared image; convolutional neural ... See more keywords
An Adaptive Detail Equalization for Infrared Image Enhancement Based on Multi-Scale Convolution
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3017499
Abstract: In order to solve the problem of low contrast and fuzzy detail in infrared image, we propose an infrared image enhancement method based on multi-scale and adaptive bi-interval histogram equalization with details. The method mainly… read more here.
Keywords: equalization; multi scale; image enhancement; infrared image ... See more keywords
Single Infrared Image Stripe Noise Removal Using Deep Convolutional Networks
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Photonics Journal"
DOI: 10.1109/jphot.2017.2717948
Abstract: In this paper, we present a deep learning method for single infrared image stripe noise removal. Our method is denoted as a deep convolutional neural network (CNN) that takes the noisy image as the input… read more here.
Keywords: image; single infrared; stripe noise; image stripe ... See more keywords
Learning Spatial–Parallax Prior Based on Array Thermal Camera for Infrared Image Enhancement
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3118682
Abstract: In this article, an array thermal camera equipment is developed to capture multiple infrared images with spatial and parallax information. Based on the captured images, an end-to-end method called spatial–parallax prior network (SPPN) is proposed.… read more here.
Keywords: infrared image; spatial parallax; array thermal; thermal camera ... See more keywords
Fuzzy Sparse Subspace Clustering for Infrared Image Segmentation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2023.3263102
Abstract: Infrared image segmentation is a challenging task, due to interference of complex background and appearance inhomogeneity of foreground objects. A critical defect of fuzzy clustering for infrared image segmentation is that the method treats image… read more here.
Keywords: infrared image; subspace clustering; sparse subspace; subspace ... See more keywords
Visible and Infrared Image Fusion Using Deep Learning.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3261282
Abstract: Visible and infrared image fusion (VIF) has attracted a lot of interest in recent years due to its application in many tasks, such as object detection, object tracking, scene segmentation, and crowd counting. In addition to… read more here.
Keywords: infrared image; learning; image fusion; deep learning ... See more keywords
An Infrared Image-Enhancement Algorithm in Simulated Prosthetic Vision: Enlarging Working Environment of Future Retinal Prostheses.
Sign Up to like & getrecommendations! Published in 2022 at "Artificial organs"
DOI: 10.1111/aor.14247
Abstract: BACKGROUND Most existing retinal prostheses contain a built-in visible-light camera module that captures images of the surrounding environment. Thus, in case of insufficient or lack of visible light, the camera fails to work, and the… read more here.
Keywords: retinal prostheses; infrared image; camera; image enhancement ... See more keywords
Infrared image segmentation based on multi-information fused fuzzy clustering method for electrical equipment
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Advanced Robotic Systems"
DOI: 10.1177/1729881420909600
Abstract: Serious noise pollution and background interference bring great difficulties to infrared image segmentation of electronic equipment. A novel infrared image segmentation method based on multi-information fused fuzzy clustering method is proposed in this article. Firstly,… read more here.
Keywords: fuzzy clustering; clustering method; segmentation; image segmentation ... See more keywords
Computer Simulation of Global Ocean Surface Infrared Image
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Coastal Research"
DOI: 10.2112/si94-025.1
Abstract: ABSTRACT With the deepening of the understanding of the earth, the role of the ocean has become more and more recognized. The ocean plays a major role in the changes of the global environment. The… read more here.
Keywords: surface infrared; global ocean; infrared image; ocean surface ... See more keywords