Browsing by Author "Hayfron-Acquah J.B."

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Hybrid Approach to Medicinal Plant Leaf Image Enhancement Using Contrast Limited Adaptive Histogram Equalization and Homomorphic Filter

Oppong S.O.; Twum F.; Hayfron-Acquah J.B.; Missah Y.M. (Institute of Electrical and Electronics Engineers Inc., 2021)

Image pre-processing methods are intended to enhance some image features important for further processing including edge detection or object recognition. Preprocessing is very crucial in image processing applications for ...
Medicinal Plant Identification using Gabor Filters and Deep Learning Techniques: A Paper Review

Oppong S.O.; Twum F.; Hayfron-Acquah J.B.; Missah Y.M. (Science Publications, 2021)

Computer-aided identification of plants is a branch of machine learning that has become more recognized recently and proves itself as a vital tool in numerous sectors including pharmacological science, forestry and ...
A Novel Computer Vision Model for Medicinal Plant Identification Using Log-Gabor Filters and Deep Learning Algorithms

Oppong S.O.; Twum F.; Hayfron-Acquah J.B.; Missah Y.M. (Hindawi Limited, 2022)

Computer vision is the science that enables computers and machines to see and perceive image content on a semantic level. It combines concepts, techniques, and ideas from various fields such as digital image processing, ...

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