Nature and biologically inspired image segmentation techniques

S Singh, N Mittal, D Thakur, H Singh, D Oliva… - … Methods in Engineering, 2021 - Springer
Image processing is among the significant areas of growth in the current scenario. It consist
of a set of techniques typically used to enhance the raw image obtained from different …

Optimal multi-level thresholding using a two-stage Otsu optimization approach

DY Huang, CH Wang - Pattern Recognition Letters, 2009 - Elsevier
Otsu's method of image segmentation selects an optimum threshold by maximizing the
between-class variance in a gray image. However, this method becomes very time …

Modified grasshopper algorithm-based multilevel thresholding for color image segmentation

H Liang, H Jia, Z Xing, J Ma, X Peng - IEEE Access, 2019 - ieeexplore.ieee.org
Multilevel thresholding is an important approach for image segmentation which has drawn
much attention during the past few years. The Tsallis entropy method is implemented for its …

Multilevel image thresholding by fireworks algorithm

M Tuba, N Bacanin, A Alihodzic - 2015 25th international …, 2015 - ieeexplore.ieee.org
This paper presents implementation of the recent fireworks algorithm adjusted for solving
multilevel image thresholding problem. This is an important problem since it is often used in …

Fuzzy entropy based optimal thresholding using bat algorithm

ZW Ye, MW Wang, W Liu, SB Chen - Applied Soft Computing, 2015 - Elsevier
Image segmentation is a very significant process in image analysis. Much effort based on
thresholding has been made on this field as it is simple and intuitive, commonly used …

A multilevel color image segmentation technique based on cuckoo search algorithm and energy curve

S Pare, A Kumar, V Bajaj, GK Singh - Applied soft computing, 2016 - Elsevier
Amongst all the multilevel thresholding techniques, standard histogram based thresholding
approaches are very impressive for bi-level thresholding. But, it is not effective to select …

Optimal multilevel thresholding using bacterial foraging algorithm

PD Sathya, R Kayalvizhi - Expert Systems with Applications, 2011 - Elsevier
The conventional multilevel thresholding methods are efficient for bi-level thresholding.
However, they are computationally expensive extending to multilevel thresholding since …

A novel method for multilevel color image segmentation based on dragonfly algorithm and differential evolution

L Xu, H Jia, C Lang, X Peng, K Sun - IEEE Access, 2019 - ieeexplore.ieee.org
Multilevel thresholding is a simple and powerful image segmentation method that has
received widespread attention in recent years. However, the accuracy and stability of …