[HTML][HTML] Applications of Entropy in Data Analysis and Machine Learning: A Review

SA Sepúlveda-Fontaine, JM Amigó - Entropy, 2024 - mdpi.com
Since its origin in the thermodynamics of the 19th century, the concept of entropy has also
permeated other fields of physics and mathematics, such as Classical and Quantum …

Two-dimensional extension of variance-based thresholding for image segmentation

F Nie, Y Wang, M Pan, G Peng, P Zhang - Multidimensional systems and …, 2013 - Springer
Variance-based thresholding method is a very effective technology for image segmentation.
However, its performance is limited in traditional one-dimensional and two-dimensional …

The cold rolling strip surface defect on-line inspection system based on machine vision

J Zhao, Y Yang, G Li - 2010 Second Pacific-Asia Conference on …, 2010 - ieeexplore.ieee.org
In order to inspect the cold rolling strip main surface defects in while product line running
normally and control manufacturing process more efficiently, a novel cold rolling strip …

GMM based adaptive thresholding for uneven lighting image binarization

T Pattnaik, P Kanungo - Journal of Signal Processing Systems, 2021 - Springer
Image binarization of uneven lighted images, using thresholding techniques, is still a
challenging task. Adaptive thresholding methods are the widely adopted approaches for …

Cross-modal reaction of auditory and visual cortices after long-term bilateral hearing deprivation in the rat

M Pernia, I Díaz, AC Colmenárez-Raga… - Brain Structure and …, 2020 - Springer
Visual cortex (VC) over-activation analysed by evoked responses has been demonstrated in
congenital deafness and after long-term acquired hearing loss in humans. However …

[HTML][HTML] Fast processing of foreign fiber images by image blocking

Y Wu, D Li, Z Li, W Yang - Information Processing in Agriculture, 2014 - Elsevier
In the textile industry, it is always the case that cotton products are constitutive of many types
of foreign fibers which affect the overall quality of cotton products. As the foundation of the …

c‐Fos and Arc/Arg3. 1 expression in auditory and visual cortices after hearing loss: Evidence of sensory crossmodal reorganization in adult rats

M Pernia, S Estevez, C Poveda, I Plaza… - Journal of …, 2017 - Wiley Online Library
Cross‐modal reorganization in the auditory and visual cortices has been reported after
hearing and visual deficits mostly during the developmental period, possibly underlying …

[PDF][PDF] Efficient 3D object visualization via 2D images

KK Al-Shayeh, MS Al-Ani - International Journal of Computer Science and …, 2009 - zuj.edu.jo
Three dimensional (3D) image visualization is one of the important processes that extract
information from the given slices. The purpose of this paper deals with the 3D object …

A new image segmentation technique using bi-entropy function minimization

K Chowdhury, D Chaudhuri, AK Pal - Multimedia Tools and Applications, 2018 - Springer
Image segmentation, the splitting of a multispectral and panchromatic image into groups of
homogeneous pixels based on the region of interest (ROI), is a universal step for many …

Optimized shannon and fuzzy entropy based machine learning model for brain MRI image segmentation

SC Satapathy, PK Mishra, M Rout - Journal of Scientific & …, 2021 - op.niscpr.res.in
The pre-processing procedures for medical image segmentation are a crucial task in MRI
image study. The medical image thresholding approaches are competent for bi level …