A multi-focus image fusion algorithm in 5G communications
Sign Up to like & getrecommendations! Published in 2018 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-018-5790-2
Abstract: In this paper, we first build a mobile cloud platform that users can upload multi-focus images or download full-focus images through the 5G network. Then we design a method named Region Mosaicking on Contrast Pyramid… read more here.
Keywords: image; multi focus; focus image; image fusion ... See more keywords
Multi-focus image fusion based on smooth and iteratively restore filter
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-08127-6
Abstract: Image fusion is the process of combining several images with different focus settings into a completely in-focus image. However, many state-of-the-art fusion methods cannot well preserve all the significant features of the source images to… read more here.
Keywords: image; filter; focus image; image fusion ... See more keywords
CNNs hard voting for multi-focus image fusion
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-019-01199-0
Abstract: The main idea of image fusion is gathering the necessary features and information into one image. The multi-focus image fusion process is gathering this information from the focused areas of many images and the ideal… read more here.
Keywords: focus image; multi focus; image; image fusion ... See more keywords
Nonwovens structure measurement based on NSST multi-focus image fusion.
Sign Up to like & getrecommendations! Published in 2019 at "Micron"
DOI: 10.1016/j.micron.2019.102684
Abstract: In the digital optical microscope, the depth of field cannot clearly display all fibers in the same image, due to the thickness of nonwovens. A new multi-focus image fusion algorithm based on non-subsampled shearlet transform… read more here.
Keywords: image; multi focus; fusion; focus image ... See more keywords
A Two-Stage Multi-Focus Image Fusion Framework Robust to Image Mis-Registration
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2933646
Abstract: Multi-focus image fusion technique is to yield a composite image with all objects in focus. However, most of fusion methods do not obtain the satisfactory performance when the focused objects in the source images are… read more here.
Keywords: fusion; image fusion; image; focus image ... See more keywords
Multi-Scale Visual Attention Deep Convolutional Neural Network for Multi-Focus Image Fusion
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2935006
Abstract: To realize the multi-focus image fusion task, an end-to-end deep convolutional neural network (DCNN) model that produces the final fused image directly from the source images is presented in this paper. In order to promote… read more here.
Keywords: fusion; focus image; multi focus;
Multi-Focus Image Fusion Based on Multi-Scale Gradients and Image Matting
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3057493
Abstract: Multi-focus image fusion technology is to extract different focused regions of the same scene among partially focused images and merge them together to generate a composite image where all objects are clear. Two crucial points… read more here.
Keywords: fusion; multi focus; focus image; image fusion ... See more keywords
Exploit the Best of Both End-to-End and Map-Based Methods for Multi-Focus Image Fusion
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2024.3350924
Abstract: Multi-focus image fusion is a technique to fuse the images focused on different depth ranges to generate an all-in-focus image. Existing deep learning approaches to multi-focus image fusion can be categorized as end-to-end methods and… read more here.
Keywords: fusion; end; focus image; map based ... See more keywords
Rethinking the Effectiveness of Objective Evaluation Metrics in Multi-Focus Image Fusion: A Statistic-Based Approach
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2024.3367905
Abstract: As an effective technique to extend the depth-of-field (DOF) of optical lenses, multi-focus image fusion has recently become an active topic in image processing community. However, a major problem remaining unsolved in this field is… read more here.
Keywords: focus image; image; fusion; image fusion ... See more keywords
Multi-focus image fusion using fractal dimension.
Sign Up to like & getrecommendations! Published in 2020 at "Applied optics"
DOI: 10.1364/ao.391234
Abstract: Multi-focus image fusion is defined as "the combination of a group of partially focused images of a same scene with the objective of producing a fully focused image." Normally, transform-domain-based image fusion methods preserve the… read more here.
Keywords: image; multi focus; fusion; focus image ... See more keywords
Multi-focus image fusion dataset and algorithm test in real environment
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2022.1024742
Abstract: COPYRIGHT © 2022 Liu, Peng, Jiang, Yang, Zhao and Su. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums… read more here.
Keywords: multi focus; focus image; image fusion; fusion dataset ... See more keywords