Browsing 2023 by Author "Ali, Amin Ahsan"
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Automatic Detection of Natural Disaster Effect on Paddy Field from Satellite Images using Deep Learning Techniques
Alavi Ishmam, Tahmid; Ali, Amin Ahsan; Amin, Md Ahsraful; Rahman, A K M Mahbubur (Independent University, Bangladesh, 2023-03)Rice is the main food in Bangladesh and for more than the world’s half population. As Bangladesh is prone to natural disasters, it’s important to detect where rice production is compromised so that government can reach ... -
Morphological Classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs
Hossain, Mir Sazzat; Roy, Sugandha; Asad, K. M. B.; Momen, Arshad; Ali, Amin Ahsan; Amin, M Ashraful; Rahman, A. K. M. Mahbubur (Independent University, Bangladesh, 2023-05)Out of the estimated few trillion galaxies, only around a million have been detected through radio frequencies, and only a tiny fraction, approximately a thousand, have been manually classified. We have addressed this ... -
A Study into The Limitations of CNN Recognition on Isolated Bengali Compound Characters
Zia, Tasnim; Datta, Ankur; Noor, Mohammad Raghib; Amin, M Ashraful; Ali, Amin Ahsan; Rahman, A K M Mahbubur (Independent University, Bangladesh, 2023-07)There are over 265 million Bangla native and non-native speakers, however, the advancements in Bangla Optical Character Recognition is falling behind when compared with other languages because of a broader set of complex ...