Optimizing Sheep Breed Classification with Bat Algorithm-Tuned CNN Hyperparameters

HK Ravikiran, J Jayanth, MS Sathisha, K Bindu - SN Computer Science, 2024 - Springer
Efficiently classifying sheep breeds through image analysis is pivotal in modern animal
husbandry, influencing critical management and breeding decisions. This study delves into …

On the Initialization of Swarm Intelligence Algorithms for Vector Quantization Codebook Design

V Severo, FBS Ferreira, R Spencer, A Nascimento… - Sensors, 2024 - mdpi.com
Vector Quantization (VQ) is a technique with a wide range of applications. For example, it
can be used for image compression. The codebook design for VQ has great significance in …

Gray Level Image Contrast Enhancement Using Hybrid BAT and Moth Flame Optimization

HS Mohana, J Jayanth, WJ Vaz… - … Conference on Recent …, 2023 - ieeexplore.ieee.org
This study presents a novel hybrid method that optimizes contrast stretching parameters for
image enhancement by combining the Bat algorithm (BA) and Moth Flame Optimization …