Multi-Focus Image Fusion and Depth Map Estimation Based on Iterative Region Splitting Techniques [PDF]
Journal of Imaging, 2019 In this paper, a multi-focus image stack captured by varying positions of the imaging plane is processed to synthesize an all-in-focus (AIF) image and estimate its corresponding depth map.
Wen-Nung Lie, Chia-Che Ho
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The automatic focus segmentation of multi-focus image fusion [PDF]
Bulletin of the Polish Academy of Sciences: Technical Sciences, 2022 Multi-focus image fusion is a method of increasing the image quality and preventing image redundancy. It is utilized in many fields such as medical diagnostic, surveillance, and remote sensing. There are various algorithms available nowadays.
K. Hawari, Ismail Ismail
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Multi Focus Image Fusion Using Statistical Approaches [PDF]
Engineering and Technology Journal, 2010 Pictures of the long focal lengths cameras, suffer from the problem of limiteddepth of field. Consequently, it is often difficult to obtain good focus for allobjects in the picture.
Rana F. Ghani, Abdulameer A. Kareem
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Multi-Focus Microscopy Image Fusion Based on Swin Transformer Architecture
Applied Sciences, 2023 In this study, we introduce the U-Swin fusion model, an effective and efficient transformer-based architecture designed for the fusion of multi-focus microscope images.
Han Hank Xia +4 more
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Defocus spread effect elimination method in multiple multi-focus image fusion for microscopic images
工程科学学报, 2021 For a microscopic imaging scene, an all-in-focus image of the observation object is needed. Because of the limitation of the depth of field of the camera and the typically uneven surface of the observation object, an all-in-focus image is obtained ...
Xiang YIN +5 more
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Multi Focus Image Fusion with variable size windows
Revista Iberoamericana de Automática e Informática Industrial RIAI, 2018 In this paper we present the Linear Image Combination Algorithm with Variable Windows (CLI-VV) for the fusion of multifocus images. Unlike the CLI-S algorithm presented in a previous work, the CLI-VV algorithm allows to automatically determine the ...
Felix Calderon +2 more
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Multi-focus thermal image fusion
Pattern Recognition Letters, 2013 This paper proposes a novel algorithm for multi-focus thermal image fusion. The algorithm is based on local activity analysis and advanced pre-selection of images into fusion process. The algorithm improves the object temperature measurement error up to 5 Celsius degrees.
Radek Benes +4 more
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Critical Review of Multi-focus Image Fusion Based on Deep Learning Method [PDF]
Jisuanji kexue yu tansuoMulti-focus image fusion is an effective image fusion technology, which aims to combine source images from different focal planes of the same scene to obtain a good fusion result.
LI Ziqi, SU Yuxuan, SUN Jun, ZHANG Yonghong, XIA Qingfeng, YIN Hefeng
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Multi-Focus Image Fusion in DCT Domain using Variance and Energy of Laplacian and Correlation Coefficient for Visual Sensor Networks [PDF]
Journal of Artificial Intelligence and Data Mining, 2018 The purpose of multi-focus image fusion is gathering the essential information and the focused parts from the input multi-focus images into a single image. These multi-focus images are captured with different depths of focus of cameras.
M. Amin-Naji, A. Aghagolzadeh
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Multi-Focus Image Fusion With Point Detection Filter and Superpixel-Based Consistency Verification
IEEE Access, 2020 An accurate and efficient measurement of pixel's sharpness is a critical factor in most multi-focus image fusion methods. In our practice, we found that the focused regions get more blurred than the defocus regions when the multi-focus images are blurred
Qiang Chen +3 more
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