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Nature-inspired optimization algorithms and their significance in multi-thresholding image segmentation: an inclusive

Rebika Rai1, Arunita Das2, Krishna Gopal Dhal2

  • 1Department of Computer Applications, Sikkim University, Sikkim, India.

Evolving Systems
|July 31, 2023
PubMed

Keywords:
CombinatorialExponentialImage segmentationMultilevel Thresholding (MLT)Nature-Inspired Optimization Algorithms (NIOA)NondeterministicNonlinear

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The brain processes sensory information rapidly due to parallel processing, which involves sending data across multiple neural pathways at the same time. This method allows the brain to manage various sensory qualities, such as shapes, colors, movements, and locations, all concurrently. For instance, when observing a forest landscape, the brain simultaneously processes the movement of leaves, the shapes of trees, the depth between them, and the various shades of green. This enables a quick and...