Deep learning for medical image-based cancer diagnosis

X Jiang, Z Hu, S Wang, Y Zhang - Cancers, 2023 - mdpi.com
Simple Summary Deep learning has succeeded greatly in medical image-based cancer
diagnosis. To help readers better understand the current research status and ideas, this …

From multi-scale decomposition to non-multi-scale decomposition methods: a comprehensive survey of image fusion techniques and its applications

A Dogra, B Goyal, S Agrawal - IEEE access, 2017 - ieeexplore.ieee.org
Image fusion is a well-recognized and a conventional field of image processing. Image
fusion provides an efficient way of enhancing and combining pixel-level data resulting in …

Multi-sensor image fusion based on fourth order partial differential equations

DP Bavirisetti, G Xiao, G Liu - 2017 20th International …, 2017 - ieeexplore.ieee.org
In this paper, a new image fusion algorithm based on fourth order partial differential
equations and principal component analysis is introduced. This is for the first time fourth …

Image fusion based on pixel significance using cross bilateral filter

BK Shreyamsha Kumar - Signal, image and video processing, 2015 - Springer
Like bilateral filter (BF), cross bilateral filter (CBF) considers both gray-level similarities and
geometric closeness of the neighboring pixels without smoothing edges, but it uses one …

Objective quality assessment of tone-mapped images

H Yeganeh, Z Wang - IEEE Transactions on Image processing, 2012 - ieeexplore.ieee.org
Tone-mapping operators (TMOs) that convert high dynamic range (HDR) to low dynamic
range (LDR) images provide practically useful tools for the visualization of HDR images on …

Objective assessment of multiresolution image fusion algorithms for context enhancement in night vision: a comparative study

Z Liu, E Blasch, Z Xue, J Zhao… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Comparison of image processing techniques is critically important in deciding which
algorithm, method, or metric to use for enhanced image assessment. Image fusion is a …

Multi-scale guided image and video fusion: A fast and efficient approach

DP Bavirisetti, G Xiao, J Zhao, R Dhuli, G Liu - Circuits, Systems, and …, 2019 - Springer
In this paper, we propose a general purpose, simple and fast fusion algorithm based on
guided image filter. The proposed method can well combine useful source image …

A non-reference image fusion metric based on mutual information of image features

MBA Haghighat, A Aghagolzadeh… - Computers & Electrical …, 2011 - Elsevier
The widespread usage of image fusion causes an increase in the importance of assessing
the performance of different fusion algorithms. The problem of introducing a suitable quality …

Multifocus and multispectral image fusion based on pixel significance using discrete cosine harmonic wavelet transform

BK Shreyamsha Kumar - Signal, Image and Video Processing, 2013 - Springer
The energy compaction and multiresolution properties of wavelets have made the image
fusion successful in combining important features such as edges and textures from source …

Image fusion of mass spectrometry and microscopy: a multimodality paradigm for molecular tissue mapping

R Van de Plas, J Yang, J Spraggins, RM Caprioli - Nature methods, 2015 - nature.com
We describe a predictive imaging modality created by'fusing'two distinct technologies:
imaging mass spectrometry (IMS) and microscopy. IMS-generated molecular maps, rich in …