Md Sajjatul Islam

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• Doctor of Philosophy
• Associate Professor at Chittagong Independent University

Electrocardiography (ECG) is a well-known noninvasive technique in medical science that provides information about the heart's rhythm and current conditions. Automatic ECG arrhythmia diagnosis relieves doctors' workload and improves diagnosis effectiveness and e ciency. is study proposes an automatic end-to-end 2D CNN (two-dimensional convolution n...

Facial Micro-Expression recognition in the field of emotional information processing has become an inexorable necessity for its exotic attributes. It is a non-verbal, spontaneous, and involuntary leakage of true emotion in disguise of most expressive intentional prototypical facial expressions. However, it persists only for a split-second duration...

Recently, cardiac arrhythmia recognition from electrocardiography (ECG) with deep learning approaches is becoming popular in clinical diagnosis systems due to its good prognosis findings, where expert data preprocessing and feature engineering are not usually required. But a lightweight and effective deep model is highly demanded to face the challe...

Hand gesture and action recognition have been extensively researched in the past two decades due to the emerging advanced acquisition and interaction technologies, which open the floodgates for a vast range of potential applications. Particularly, many spatial–temporal feature extractors have been proposed, such as RNNs-based models, temporal convo...

Recent research on hand detection and gesture recognition has attracted increasing interest due to its broad range of potential applications, such as human-computer interaction, sign language recognition, hand action analysis, driver hand behavior monitoring, and virtual reality. In recent years, several approaches have been proposed with the aim o...

One of the worst epidemics in the history of mankind is the deadly disease known as cancer. There are several types of cancer and the one that is more commonly heard of these days is leukemia. There are two types of leukemia – acute myeloid leukemia (AML) and acute lymphocytic leukemia (ALL) – and the purpose of this study is to take into account t...

The world is digitalizing day by day because of the contribution of science and technology. Intelligent Transport System (ITS) is a prominent innovation of this technology. It is an outstanding system which contributes not only to the betterment of human lives and environment but also to save time. Road sign recognition is one of the prominent sect...

Nowadays social media has become one of the largest gatherings of people in online. There are many ways for the industries to promote their products to the public through advertising. The variety of advertisement is increasing dramatically. Businessmen are so much dependent on the advertisement that significantly it really brought out success in th...

Nowadays social media has become one of the largest gatherings of people in online. There are many ways for the industries to promote their products to the public through advertising. The variety of advertisement is increasing dramatically. Businessmen are so much dependent on the advertisement that significantly it really brought out success in th...

The aim of this paper is to build a Question-Answering (QA) system considering Bengali and English language whose task is to generate questions along with their answers. There are two different process modules for Bengali and English. In each module, the main part is Question Generator (QG) which generates possible questions from a sentence by choo...

A mobile wireless Peer-to-Peer network (or MANET) is a collection of mobile, wireless nodes which together form a network without any fixed infrastructure or centralized administration. A MANET operates without base stations, where a node communicates directly with nodes within wireless coverage and indirectly with all other nodes using a multi-hop...

The aim of this research is to discover and analyze the crucial impacts of data mining (DM) on relational database management system (RDBMS) centric business domains. The theme is to clarify the situation of having rich set of data in relational repository with the advancement of storage capacity but no strategic information and knowledge regarding...

Vision based fire detection is potentially a useful technique. With the increase in the number of surveillance cameras being installed, a vision based fire detection capability can be incorporated in existing surveillance systems at relatively low additional cost. Vision based fire detection offers advantages over the traditional methods. It will t...