Evolutionary computation for solving search-based data analytics problems

S Cheng, L Ma, H Lu, X Lei, Y Shi - Artificial Intelligence Review, 2021 - Springer
Automatic extracting of knowledge from massive data samples, ie, big data analytics (BDA),
has emerged as a vital task in almost all scientific research fields. The BDA problems are …

Survey of non-rigid registration tools in medicine

AP Keszei, B Berkels, TM Deserno - Journal of digital imaging, 2017 - Springer
We catalogue available software solutions for non-rigid image registration to support
scientists in selecting suitable tools for specific medical registration purposes. Registration …

A hybrid estimation of distribution algorithm with decomposition for solving the multiobjective multiple traveling salesman problem

VA Shim, KC Tan, CY Cheong - IEEE Transactions on Systems …, 2012 - ieeexplore.ieee.org
Evolutionary multiobjective optimization with decomposition, in which the algorithm is not
required to differentiate between the dominated and nondominated solutions, is one of the …

[PDF][PDF] Application of normalized cross correlation to image registration

YR Rao, N Prathapani… - International Journal of …, 2014 - academia.edu
Image correspondence and registration techniques have gained popularity in recent times
due to advancement of utilization in digital media and its storage. The main problem …

Image registration techniques: a survey

S Nag - arXiv preprint arXiv:1712.07540, 2017 - arxiv.org
Image Registration is the process of aligning two or more images of the same scene with
reference to a particular image. The images are captured from various sensors at different …

Multi-objective optimization for stochastic computer networks using NSGA-II and TOPSIS

YK Lin, CT Yeh - European Journal of Operational Research, 2012 - Elsevier
Network reliability is a performance indicator of computer/communication networks to
measure the quality level. However, it is costly to improve or maximize network reliability …

Biomedical image segmentation using geometric deformable models and metaheuristics

P Mesejo, A Valsecchi, L Marrakchi-Kacem… - … Medical Imaging and …, 2015 - Elsevier
This paper describes a hybrid level set approach for medical image segmentation. This new
geometric deformable model combines region-and edge-based information with the prior …

Fast automatic step size estimation for gradient descent optimization of image registration

Y Qiao, B van Lew, BPF Lelieveldt… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Fast automatic image registration is an important prerequisite for image-guided clinical
procedures. However, due to the large number of voxels in an image and the complexity of …

Coral reef optimization with substrate layers for medical image registration

E Bermejo, M Chica, S Damas, S Salcedo-Sanz… - Swarm and Evolutionary …, 2018 - Elsevier
In medical imaging there is a special interest in relating information from different images
frequently used for diagnosis or treatment. Image registration (IR) involves the …

Use of registration-based contour propagation in texture analysis for esophageal cancer pathologic response prediction

SSF Yip, TP Coroller, NN Sanford… - Physics in Medicine …, 2016 - iopscience.iop.org
Change in PET-based textural features has shown promise in predicting cancer response to
treatment. However, contouring tumour volumes on longitudinal scans is time-consuming …