Robust multi-focus image fusion using edge model and multi-matting

Y Chen, J Guan, WK Cham - IEEE Transactions on Image …, 2017 - ieeexplore.ieee.org
An effective multi-focus image fusion method is proposed to generate an all-in-focus image
with all objects in focus by merging multiple images. The proposed method first estimates …

Multifocus image fusion via focus segmentation and region reconstruction

J Duan, G Meng, S Xiang, C Pan - Neurocomputing, 2014 - Elsevier
This paper presents a novel region-based framework for multifocus image fusion. The core
idea is to segment the in-focus regions from the input images and merge them up to produce …

Multi-focus image fusion based on quad-tree decomposition and edge-weighted focus measure

J Wang, H Qu, Y Wei, M Xie, J Xu, Z Zhang - Signal Processing, 2022 - Elsevier
Multi-focus image fusion is an important way to obtain all-in-focus images. The goal is to
reconstruct all the focused pixels in the source image into the fused image. Generally, in …

Guided filter-based multi-focus image fusion through focus region detection

X Qiu, M Li, L Zhang, X Yuan - Signal Processing: Image Communication, 2019 - Elsevier
Being an efficient method of information fusion, multi-focus image fusion has attracted
increasing interests in image processing and computer vision. This paper proposes a multi …

Multi-focus image fusion based on probability filtering and region correction

X Xia, Y Yao, L Yin, S Wu, H Li, Z Yang - Signal Processing, 2018 - Elsevier
Multi-focus image fusion is a common approach for extending the limited depth of field of
cameras. However, existing focus measures cannot accurately identify focused pixels in …

Multi-focus image fusion using boosted random walks-based algorithm with two-scale focus maps

J Ma, Z Zhou, B Wang, L Miao, H Zong - Neurocomputing, 2019 - Elsevier
In conventional fusion methods for multi-focus images, the focus map generated by a focus
measure would usually be sensitive to mis-registration and noise, or produce badly-aligned …

Multi-focus image fusion based on multi-scale focus measures and generalized random walk

J Ma, Z Zhou, B Wang, M Dong - 2017 36th Chinese control …, 2017 - ieeexplore.ieee.org
Multi-focus image fusion aims to produce an all-in-focus image by integrating a series of
partially focused images of the same scene. A small defocused (focused) region is usually …

Boundary finding based multi-focus image fusion through multi-scale morphological focus-measure

Y Zhang, X Bai, T Wang - Information fusion, 2017 - Elsevier
Multi-focus image fusion aims to extract the focused regions from multiple partially focused
images of the same scene and then combine them together to produce a completely focused …

[HTML][HTML] Multi-focus image fusion based on hessian matrix decomposition and salient difference focus detection

X Li, X Wang, X Cheng, H Tan, X Li - Entropy, 2022 - mdpi.com
Multi-focus image fusion integrates images from multiple focus regions of the same scene in
focus to produce a fully focused image. However, the accurate retention of the focused …

Multi-focus image fusion using image-partition-based focus detection

X Zhang, X Li, Z Liu, Y Feng - Signal Processing, 2014 - Elsevier
Focus detection based fusion algorithm is a vital alternative in multi-focus image fusion
applications. In this kind of fusion algorithms, focus detection measure is a key factor …