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Browsing Articles by Author "Shamrat, F.M. Javed Mehedi"

Browsing Articles by Author "Shamrat, F.M. Javed Mehedi"

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  • An Automated Smart Embedded System on Fire Detection and Prevention for Ensuring Safety 
    Shamrat, F.M. Javed Mehedi; Khan, Aliza Ahmed; Sultana, Zakia; Imran, M. M.; Abdulla, Abdulla; Khater, Ankit (Scopus, 2021)
    One of the biggest issues for architects, planners, and landowners is house combustion. Singular sensors have been used in the case of a fire for a long time, but they cannot quantify the volume of fire to warn emergency ...
  • Comparative Analysis of Human Face Recognition Using SURF and Neural Network Methods 
    Shamrat, F.M. Javed Mehedi; Bhowmik, Shohag Kumar; Muntasim, Mst. Fahmida; Nibir, Tafsirul Islam; Chowdhury, Tahmid Rashik; Thapa, Sittal (Scopus, 2021)
    In computer vision, facial recognition technology is used to recognize every person. This approach is a revolution that is perfect for analyzing a graphic image or a video frame specially or differently. There are, however, ...
  • Comparative Analysis to identify the best Classifier for Parkinson Prediction 
    Shamrat, F.M. Javed Mehedi; Bhowmik, Shohag Kumar; Sultana, Zakia; Hossain, Ahbab; Amina, Mahdia; Thapa, Sittal (Scopus, 2021)
    Parkinson disease has become one of the most common diseases among people over the age of 65. Neurodegenerative disease affects movement, speech and other cognitive abilities. Among patients, the symptoms vary at a different ...
  • Face Mask Detection Using Convolutional Neural Network (CNN) to Reduce the Spread of Covid-19 
    Shamrat, F.M. Javed Mehedi; Chakraborty, Sovon; Billah, Md. Masum; Jubair, Md. Al; Islam, Md Saidul; Ranjan, Rumesh (2021 5th International Conference Trends in Electronics and Informatics (ICOEI), IEEE, 2021-06-21)
    The COVID-19 coronavirus pandemic is wreaking havoc on the world's health. The healthcare sector is in a state of disaster. Many precautionary steps have been taken to prevent the spread of this disease, including the usage ...
  • Human Face Recognition Using Eigenface, SURF Method 
    Shamrat, F.M. Javed Mehedi; Ghosh, Pronab; Tasnim, Zarrin; Khan, Aliza Ahmed; Uddin, Md. Shihab; Chowdhury, Tahmid Rashik (Springer, 2022-01-01)
    One such complicated and exciting problem in computer vision and pattern recognition is identification using face biometrics. One such application of biometrics, used in video inspection, biometric authentication, surveillance, ...
  • The Impact of Software Fault Prediction in Real-World Application 
    Ahmed, Md. Razu; Ali, Md. Asraf; Ahmed, Nasim; Zamal, Md. Fahad Bin; Shamrat, F.M. Javed Mehedi (Scopus, 2020)
    Software fault prediction and proneness has long been considered as a critical issue for the tech industry and software professionals. In the traditional techniques, it requires previous experience of faults or a faulty ...
  • Implementation of Deep Learning Methods to Identify Rotten Fruits 
    Chakraborty, Sovon; Shamrat, F.M. Javed Mehedi; Billah, Md. Masum; Jubair, Md. Al; Alauddin, Md.; Ranjan, Rumesh (2021 5th International Conference on Trends in Electronics and Informatics (ICOEI), IEEE, 2021-06-21)
    Mostly in the agriculture sector, identifying rotten fruits has been critical. The classification of fresh and rotting fruits is typically carried out by humans, which is ineffective for fruit growers. Humans wear out by ...
  • Implementation of Machine Learning Algorithms to Detect the Prognosis Rate of Kidney Disease 
    Shamrat, F.M. Javed Mehedi; Ghosh, Pronab; Sadek, Mahbubul Hasan; Kazi, Md. Aslam; Shultana, Shahana (2020 IEEE International Conference for Innovation in Technology (INOCON) , IEEE, 2020-11)
    The chronic kidney disease is the loss of kidney function. Often time, the symptoms of the disease is not noticeable and a significant amount of lives are lost annually due to the disease. Using machine learning algorithm ...
  • Industrial Fault Detection Using Transfer Learning Models 
    Chakraborty, Sovon; Shamrat, F.M. Javed Mehedi; Afrin, , Saima; Saha, Shaikat; Ahmed, Ishtiak; Thapa, Sittal (Scopus, 2021)
    Industry and equipment are critical factors in the advancement of human society in the era of the industrial revolution. Since factories are reliant on their machines, they must be maintained daily. However, if the machines ...
  • Multiple Cascading Algorithms to Evaluate Performance of Face Detection 
    Shamrat, F.M. Javed Mehedi; Tasnim, Zarrin; Chowdhury, Tahmid Rashik; Shema, Rokeya; Uddin, Md. Shihab; Sultana, Zakia (Springer, 2022-01-01)
    This paper intends to evaluate the previous works done on different cascading classifiers for human face detection of image data. This paper includes the working process, efficiency, and performance comparison of different ...
  • An Offline and Online-based Android Application ―travelhelp to Assist the Travelers Visually And Verbally for Outing 
    Shamrat, F.M. Javed Mehedi; Rahman, A.K.M Sazzadur; Tasnim, Zarrin; Hossain, Syed Akhter (International Journal of Scientific and Technology Research, 2020)
    TravelHelp" is an android application thatwill be developed mainly to help tourists who are eager to visit Dhaka city. The application is mainly featured to be an offline app so that the user can use the app without any ...

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