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A novel framework for multi-focus image fusion
2013 Fourth National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), 2013One of the foremost requisite for human perception and computer vision task is to get an image with all objects in focus. The image fusion process, as one of the solutions, allows getting a clear fused image from several images acquired with different focus levels of a scene.
Gaurav Bhatnagar, Q. M. Jonathan Wu
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3D Image Reconstruction from Multi-focus Microscopic Images
2020This paper presents a method for reconstructing 3D image from multi-focus microscopic images captured with different focuses. We model the multi-focus imaging by a microscopy and produce the 3D image of a target object based on the model. The 3D image reconstruction is done by minimizing the difference between the observed images and the simulated ...
Takahiro Yamaguchi +6 more
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Compressive Sensing Multi-focus Image Fusion
2014Based on the compressive sensing theory (CS), various compressive imaging (CI) systems have been developed. Meanwhile, image fusion methods that directly perform on the measurements from multiple CI sensors are also investigated in literatures. In this paper, we presented a multi-focus image fusion method in compressive sensing domain.
Fang Cheng, Bin Yang 0030, Zhiwei Huang
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A Novel Fusion Algorithm for Multi-focus Image
2011Multi-focus image fusion is an important research content of image processing. A novel and effective multi-focus image fusion algorithm is proposed in this paper. The images to be fused are blurred by Gaussian filter firstly, and then the energy of image Laplacian criterion function is introduced to judge the clear or bleary part of the image.
Hongmei Wang +4 more
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Single fog image restoration with multi-focus image fusion
Journal of Visual Communication and Image Representation, 2018Abstract The images and videos captured in bad weather usually have low quality caused by reduced contrast and faded color. However, traditional techniques are not sufficient to solve the problems of halo artifacts and brightness distortion. In this paper, a multi-focus fusion method for single fog image restoration is proposed.
Yin Gao +3 more
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Multi Focus Image Fusion by Differential Evolution Algorithm
Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, 2014In applications of imaging system one of the major problems is the limited depth of field which disallow to obtain all-in-focus image. However, microscopic and photographic applications desire to have all-in-focus images. One of the most popular ways to obtain all-in-focus images is the multi focus image fusion.
TOPRAK, Ahmet Nusret, ASLANTAŞ, Veysel
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Pattern Selective Image Fusion for Multi-focus Image Reconstruction
2005This paper presents a method for fusing multiple images of a static scene and shows how to apply the proposed method to extend depth of field. Pattern selective image fusion provides a mechanism for combining multiple monochromatic images through identifying salient features in the source images and combining those features in to a single fused image ...
Vivek Maik, Jeongho Shin, Joon Ki Paik
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BFO-ICA based multi focus image fusion
2013 IEEE Symposium on Swarm Intelligence (SIS), 2013This paper presents a pixel based multi focus image fusion technique using independent component analysis (ICA) and bacteria foraging optimization (BFO) algorithm. The basic idea here is to obtain the ICA bases from a set of registered images and optimize them using BFO.
Sanjay Agrawal 0002 +2 more
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Depth-Distilled Multi-Focus Image Fusion
IEEE Transactions on Multimedia, 2023Fan Zhao 0005 +5 more
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Zero-Shot Multi-Focus Image Fusion
2021 IEEE International Conference on Multimedia and Expo (ICME), 2021Xingyu Hu +3 more
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