397 citations · 406 across the 5 of their papers we have counts for
5 papers · 1 filter
A Deep Transfer Learning-based Edge Computing Method for Home Health Monitoring
Abu Sufian, Changsheng You, Mianxiong Dong
The health-care gets huge stress in a pandemic or epidemic situation. Some diseases such as COVID-19 that causes a pandemic is highly spreadable from an infected person to others.…
Evolution of Image Segmentation using Deep Convolutional Neural Network: A Survey
Farhana Sultana, Abu Sufian, Paramartha Dutta
From the autonomous car driving to medical diagnosis, the requirement of the task of image segmentation is everywhere. Segmentation of an image is one of the indispensable tasks in…
BDNet: Bengali Handwritten Numeral Digit Recognition based on Densely connected Convolutional Neural Networks
A. Sufian, Anirudha Ghosh, Avijit Naskar +3
Images of handwritten digits are different from natural images as the orientation of a digit, as well as similarity of features of different digits, makes confusion. On the other h…
Advancements in Image Classification using Convolutional Neural Network
Farhana Sultana, A. Sufian, Paramartha Dutta
Convolutional Neural Network (CNN) is the state-of-the-art for image classification task. Here we have briefly discussed different components of CNN. In this paper, We have explain…
A Review of Object Detection Models based on Convolutional Neural Network
F. Sultana, A. Sufian, P. Dutta
Convolutional Neural Network (CNN) has become the state-of-the-art for object detection in image task. In this chapter, we have explained different state-of-the-art CNN based objec…