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Microscopic Pollen Image Classification via Contour-Signal Representation, Wavelet Analysis, and CNN

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Accurate classification of pollen grains in microscopic images remains challenging because of noise, structural variability, background complexity, weak texture, and intra-class similarity. To address these issues, this study proposes a hybrid framework that i... ...