Multilevel image thresholding using entropy of histogram and recently developed population-based metaheuristic algorithms
Sign Up to like & getrecommendations! Published in 2017 at "Evolutionary Intelligence"
DOI: 10.1007/s12065-017-0152-y
Abstract: Multilevel thresholding is one of the most broadly used approaches to image segmentation. However, the traditional techniques of multilevel thresholding are time-consuming, especially when the number of the threshold values is high. Thus, population-based metaheuristic… read more here.
Keywords: image; population based; image thresholding; metaheuristic algorithms ... See more keywords
Hybrid gravitational search and pattern search–based image thresholding by optimising Shannon and fuzzy entropy for image compression
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Image and Data Fusion"
DOI: 10.1080/19479832.2017.1338760
Abstract: ABSTRACT Image compression is very significant process in image transmission at high data rate over a communication channel and to increase the storage capacity of storage device. Ordinary image thresholding is a class of clustering… read more here.
Keywords: image; search; gravitational search; entropy ... See more keywords
An Improved Flower Pollination Optimizer Algorithm for Multilevel Image Thresholding
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2953494
Abstract: Multilevel image thresholding is an important technique for image processing. However, the computational complexity of multilevel image thresholding grows exponentially with the increase in the number of thresholds when using the exhaustive searching method. To… read more here.
Keywords: multilevel image; pollination; improved flower; image thresholding ... See more keywords
FADIT: Fast Document Image Thresholding
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DOI: 10.3390/a13020046
Abstract: We propose a fast document image thresholding method (FADIT) and evaluations of the two classic methods for demonstrating the effectiveness of FADIT. We put forward two assumptions: (1) the probability of the occurrence of grayscale… read more here.
Keywords: fadit fast; image thresholding; document image; fast document ... See more keywords
Self-Adaptive Image Thresholding within Nonextensive Entropy and the Variance of the Gray-Level Distribution
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24030319
Abstract: In order to automatically recognize different kinds of objects from their backgrounds, a self-adaptive segmentation algorithm that can effectively extract the targets from various surroundings is of great importance. Image thresholding is widely adopted in… read more here.
Keywords: self adaptive; variance; image; image thresholding ... See more keywords