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Results for “"Md. Sanzidul Islam"”

16+ results

A Deep Learning Based Assistive System to Classify COVID-19 Face Mask for Human Safety with YOLOv3

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Md. Rafiuzzaman Bhuiyan, Sharun Akter Khushbu, Md. Sanzidul Islam

Year: 2020Citations: 126

Computer vision learning pay a high attention due to global pandemic COVID-19 to enhance public health service. During the fatality, tiny object detection is a more challenging task of computer vision, as it recruits the pair of classification and detection beneath of video illustration. Compared to...

Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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BornoNet: Bangla Handwritten Characters Recognition Using Convolutional Neural Network

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AKM Shahariar Azad Rabby, Sadeka Haque, Md. Sanzidul Islam, Sheikh Abujar et al.

Journal: Procedia Computer ScienceYear: 2018Citations: 77

Bangla handwriting recognition is becoming an important issue in several years but it becomes a challenge to get good performance due to the alignment and many of them are similar. A simple, lightweight CNN model has been proposed in this paper for classifying Bangla Handwriting Character, which con...

Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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Ekush: A Multipurpose and Multitype Comprehensive Database for Online Off-Line Bangla Handwritten Characters

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AKM Shahariar Azad Rabby, Sadeka Haque, Md. Sanzidul Islam, Sheikh Abujar et al.

Journal: Communications in computer and information scienceYear: 2019Citations: 67
Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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Leaves Diseases Detection of Tomato Using Image Processing

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Tahmina Tashrif Mim, Md. Helal Sheikh, Roksana Akter Shampa, Md. Shamim Reza et al.

Year: 2019Citations: 67

Today's era is an era of Scientific Development. Where, technologies and new ways of solving real-life problems are being invented every day. With the increasing population of the world, basic need of food is increasing parallelly. That's why agriculture plays an important role all over the world. T...

Life SciencesAgricultural and Biological SciencesPlant Science
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Ishara-Lipi: The First Complete MultipurposeOpen Access Dataset of Isolated Characters for Bangla Sign Language

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Md. Sanzidul Islam, Sadia Sultana Sharmin Mousumi, Nazmul A. Jessan, AKM Shahariar Azad Rabby et al.

Year: 2018Citations: 61

Collecting hand gesture data for sign language is too much difficult to researchers. Ishara-Lipi, the first complete isolated characters dataset of Bangla Sign Language (BdSL) is conducted in this article. It will help to increase interaction between hearing impaired community and general people. Th...

Physical SciencesComputer ScienceHuman-Computer Interaction
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Sequence-to-sequence Bangla Sentence Generation with LSTM Recurrent Neural Networks

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Md. Sanzidul Islam, Sadia Sultana Sharmin Mousumi, Sheikh Abujar, Syed Akhter Hossain

Journal: Procedia Computer ScienceYear: 2019Citations: 58

Sequence to sequence text generation is the most efficient approach for automatically converting the script of a word from a source sequence to a target sequence. Text generation is the application of natural language generation which is useful in sequence modeling like the machine translation, spee...

Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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A Potent Model to Recognize Bangla Sign Language Digits Using Convolutional Neural Network

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Md. Sanzidul Islam, Sadia Sultana Sharmin Mousumi, AKM Shahariar Azad Rabby, Sayed Akhter Hossain et al.

Journal: Procedia Computer ScienceYear: 2018Citations: 48

Hearing impaired people have own language called Sign Language but it is difficult for understanding to general people. Sign language is the basic method of communication for deaf people during their everyday of life. Sign digits are also a major part of sign language. So machine translator is neces...

Physical SciencesComputer ScienceHuman-Computer InteractionOpen Access
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MediNET: A Deep Learning Approach to Recognize Bangladeshi Ordinary Medicinal Plants Using CNN

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Md. Rafiuzzaman Bhuiyan, Md. Abdullahil-Oaphy, Rifa Shanzida Khanam, Md. Sanzidul Islam

Journal: Advances in intelligent systems and computingYear: 2020Citations: 16
Life SciencesAgricultural and Biological SciencesPlant Science
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A Bengali Text Generation Approach in Context of Abstractive Text Summarization Using RNN

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Sheikh Abujar, Abu Kaisar Mohammad Masum, Md. Sanzidul Islam, Fahim Faisal et al.

Journal: Lecture notes in networks and systemsYear: 2020Citations: 15
Physical SciencesComputer ScienceArtificial Intelligence
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Multi Class Fake News Detection using LSTM Approach

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Bhaskar Majumdar, Md. RafiuzzamanBhuiyan, Md. Arid Hasan, Md. Sanzidul Islam et al.

Year: 2021Citations: 13

Nowadays the spread of fake news or information is having a detrimental effect on society. Due to the widespread spread of fake news, we sometimes believe a lot of fake news is true. As a result, we face issues and deprive ourselves of a lot of good and realistic news. To protect people’s lives from...

Social SciencesSociology and Political ScienceMisinformation and Its Impacts
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A Robust Deep Learning Segmentation and Identification Approach of Different Bangladeshi Plant Seeds Using CNN

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Mumenunnessa Keya, Bhaskar Majumdar, Md. Sanzidul Islam

Year: 2020Citations: 12

The purpose of this research is to identify the image of the seed. Different types of seeds are leveled into different classes through seed classification process. The demonstration was applied on more than 1000 seed images. It contains five processing modules such as Image acquisition, Pre-processi...

Life SciencesAgricultural and Biological SciencesPlant Science
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A Study on Dengue Fever in Bangladesh: Predicting the Probability of Dengue Infection with External Behavior with Machine Learning

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Md. Sanzidul Islam, Sharun Akter Khushbu, AKM Shahariar Azad Rabby, Touhid Bhuiyan

Year: 2021Citations: 11

The “2019 Dengue Outbreak” was a nationwide pandemic situation in Bangladesh, particularly in Dhaka city. About 179 people died and 101,354 confirmed dengue cases were found all over the country. The developing countries like Bangladesh have some limitations in the medical sector and many people don...

Health SciencesMedicinePublic Health, Environmental and Occupational Health
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A Simple and Mighty Arrowhead Detection Technique of Bangla Sign Language Characters with CNN

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Md. Sanzidul Islam, Sadia Sultana Sharmin Mousumi, AKM Shahariar Azad Rabby, Syed Akhter Hossain

Journal: Communications in computer and information scienceYear: 2019Citations: 11
Physical SciencesComputer ScienceHuman-Computer Interaction
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Prediction of chronic Insomnia using Machine Learning Techniques

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Md. Sanzidul Islam, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain

Year: 2020Citations: 10

The world is changed extremely over the last decade by the power of technology. Consequently, human lives are undergoing multiple changes that have both positive and negative effects on human health. A lot of virtual involvements, lack of physical activity and extreme use of radio-wave devices are l...

Social SciencesPsychologyExperimental and Cognitive Psychology
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Ishara-Bochon: The First Multipurpose Open Access Dataset for Bangla Sign Language Isolated Digits

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Md. Sanzidul Islam, Sadia Sultana Sharmin Mousumi, Nazmul A. Jessan, AKM Shahariar Azad Rabby et al.

Journal: Communications in computer and information scienceYear: 2019Citations: 10
Physical SciencesComputer ScienceHuman-Computer Interaction
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