4 papers
Residual Learning and Filtering Networks for End-to-End Lossless Video Compression
Md baharul Islam, Afsana Ahsan Jeny
Existing learning-based video compression methods still face challenges related to inaccurate motion estimates and inadequate motion compensation structures. These issues result in…
In-Depth Analysis of Automated Acne Disease Recognition and Classification
Afsana Ahsan Jeny, Masum Shah Junayed, Md Robel Mia +1
Facial acne is a common disease, especially among adolescents, negatively affecting both physically and psychologically. Classifying acne is vital to providing the appropriate trea…
An Efficient End-to-End Deep Neural Network for Interstitial Lung Disease Recognition and Classification
Masum Shah Junayed, Afsana Ahsan Jeny, Md Baharul Islam +2
The automated Interstitial Lung Diseases (ILDs) classification technique is essential for assisting clinicians during the diagnosis process. Detecting and classifying ILDs patterns…
Incept-N: A Convolutional Neural Network based Classification Approach for Predicting Nationality from Facial Features
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. Albeit advances in the application of Arti…