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Multi-focus image fusion with joint guided image filtering
Signal Processing: Image Communication, 2021Abstract Multi-focus image fusion is the activity of synthesizing multiple images of different focusing settings to construct a fully focused image. Many of the latest methods for image fusion rarely consider the structural differences between the guidance image and the input image, and do not retain well the important source image features while ...
Yongxin Zhang +3 more
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Fusion of multi-focus images with registration inaccuracies
Signal, Image and Video Processing, 2016Image fusion combines complementary information for several input images. To obtain useful information from two misaligned images, registration is required. A hybrid textural registration-based multi-focus image fusion scheme is proposed. The Gabor filtering with specific frequency and orientation is used to extract different texture features from the ...
Attiq Ahmad +5 more
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A novel method for multi-focus image fusion
2009 16th IEEE International Conference on Image Processing (ICIP), 2009Digital cameras often suffer from limited depth-of-field which results in blurring parts of the captured image. While, in some applications, partial blurring of the scene might be desired, capturing all-in-focus images is usually of main interest. In this paper we describe a method for multi-focus image fusion able to provide a sharp image from a set ...
Radu Ciprian Bilcu +2 more
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Ensemble of CNN for multi-focus image fusion
Information Fusion, 2019Abstract The Convolutional Neural Networks (CNNs) based multi-focus image fusion methods have recently attracted enormous attention. They greatly enhanced the constructed decision map compared with the previous state of the art methods that have been done in the spatial and transform domains.
Mostafa Amin-Naji +2 more
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Multi-focus image fusion using PCNN
Pattern Recognition, 2010zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Zhaobin Wang, Yide Ma, Jason Gu
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Salience Preserving Multi-Focus Image Fusion
Multimedia and Expo, 2007 IEEE International Conference on, 2007This paper proposes a novel multi-focus image fusion algorithm. Different from traditional decision map based methods, our algorithm is based on salience preserving gradient, which can better emphasize the structure details of sources while preserving the color consistency.
Richang Hong +5 more
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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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Multi-focus image fusion based on L1 image transform
Multimedia Tools and Applications, 2020In this paper, a new multi-focus image fusion algorithm based on L1 image transform is proposed. A distinctive advantage of the proposed algorithm is that an edge-preserving image decomposition (EPID) framework is constructed by introducing a L1-norm based image transform, which can not only effectively preserve and sharpen salient edges and ridges ...
Shuang Yu +4 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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