An Efficient End-to-End Deep Neural Network for Interstitial Lung Disease Recognition and Classification

no code implementations • 21 Apr 2022 • Masum Shah Junayed, Afsana Ahsan Jeny, Md Baharul Islam, Ikhtiar Ahmed, A F M Shahen Shah

For ILDs pattern classification, the proposed approach achieved the accuracy scores of 99. 09% and the average F score of 97. 9%, outperforming three pre-trained CNNs.

HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model

no code implementations • 11 Apr 2022 • Masum Shah Junayed, Arezoo Sadeghzadeh, Md Baharul Islam, Lai-Kuan Wong, Tarkan Aydin

Extensive experiments conducted on three datasets; Stanford3D, Matterport3D, and SunCG, demonstrate that HiMODE can achieve state-of-the-art performance for 360{\deg} monocular depth estimation.

Decoder Monocular Depth Estimation

Incept-N: A Convolutional Neural Network based Classification Approach for Predicting Nationality from Facial Features

no code implementations • 18 May 2018 • Masum Shah Junayed, Afsana Ahsan Jeny, Nafis Neehal

The nationality of a human being is a well-known identifying characteristic used for every major authentication purpose in every country.

General Classification