Jamalia Sultana, B. Ahmed, Mohammad Mehedy Masud, A. K. Obidul Huq et al.
Monitoring nutritional values in food can help an individual in planning a healthy diet. In addition, regular dietary assessment can improve and maintain the physical and mental health of individuals. Recent advancement in computer vision using Deep Learning has enabled researchers to develop variou...
Jamalia Sultana, Mahmuda Naznin, Tanvir R. Faisal
Deep Learning (DL) techniques have recently been used in medical image segmentation and the reconstruction of 3D anatomies of a human body. In this work, we propose a semi-supervised DL (SSDL) approach utilizing a CNN-based 3D U-Net model for femur segmentation from sparsely annotated quantitative c...
Jamalia Sultana, Mashiyat Nayeem, Mahmuda Naznin, Tanvir R. Faisal
Segmentation of femur in QCT image is always challenging due to its complex ball and socket joint with acetabulum. Recently, deep learning based techniques have been used in image segmentation. However, the success of these methods depends mainly on the accurate annotations which is costly, needs ex...
Jamalia Sultana, Mahmuda Naznin
Voice based interactive system has numerous ap-plications including patient care system, robotics, interactive learning tool etc. Speech Emotion Recognition (SER) is a vital part of any voice based interactive system. Providing an efficient SER framework in multi-lingual domain is highly challenging...