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Browsing Articles by Subject "Image classification"

Browsing Articles by Subject "Image classification"

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  • Arabian Date Classification Using CNN Algorithm with Various Pre-trained Models 
    khayer, Md.Abu; Hasan, Md.Sakibul; Sattar, Abdus (2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), IEEE, 2021-03-31)
    The people of Bangladesh have a lack of knowledge to detect fruit so many consumers suffer when they go to buy fruit every day. We know it is very difficult for consumers to detect the class of date on their naked eyes. ...
  • Brain Tumor Analysis Using Deep Neural Network 
    Khan, Iftekhar; Ahsan, Kuheli; Hasan, Md. Arid; Sattar, Abdus (Proceedings - 5th International Conference on Intelligent Computing and Control Systems, IEEE, 2021-05-26)
    The identification of tumors is one of the most tenacious and emerging fields in medical image processing. A tumor means the unrestricted existence of a bunch of cells in a precise area of the human body which destroys the ...
  • Chest X-ray Image Classification Using Convolutional Neural Network to Identify Tuberculosis 
    Promy, Fahmida Nusrat; Chowdhury, Tasnia Afrin; Imam, Omar Tawhid; Alam, Farhana; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2023-11-11)
    Tuberculosis (TB) is a severe bacterial infection that can be spread by inhaling small droplets from an infected person’s cough and sneeze. TB claimed the lives of 1.5 million individuals in 2020, including 214,000 ...
  • A Computer Vision-Based Approach for Accurate Fire Image Classification 
    Rahman, Fahim Ur; Chowdhury, Fabia; Ahamed, Md. Sazzadur (Institute of Electrical and Electronics Engineers Inc., 2023-12-13)
    Destructive elements like fire quickly affect us with detrimental effects and to prevent their devastating damages, some preventive measures need to be taken immediately. As a large number of live are claimed due to ...
  • MobileNet Model for Classifying Local Birds of Bangladesh from Image Content Using Convolutional Neural Network 
    Islam, Md. Romyull; Tasnim, Nishat; Shuvo, Shaon Bhatta (10th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2019, IEEE, 2019-12-30)
    To classify bird species is quite a challenging task due to complex interdependence on various factors. There have been numerous attempts at perfecting classification. The aim of our work is to classify bird species from ...
  • Pigeon Breed Recognition Using Convolutional Neural Network 
    Rahman, Maksudur; Prodhan, Sakeef Ameer; Mia, Md. Jueal; Habib, Md. Tarek; Ahmed, Farruk (2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), IEEE, 2021-03-31)
    Pigeon farming is a very familiar business as well as a hobby in Bangladesh. It has a great contribution to our national economy. Sometimes it's a very tough job for us to recognize pigeon breed correctly because some breed ...
  • A Proficient Deep Learning Approach to Classify the Usual Military Signs by CNN with Own Dataset 
    Hossain, Md. Ekram; Musa, Md.; Nisat, Nahid Kawsar; Thusar, Ashraful Hossen; Hossain, Zaman; Islam, Md. Sanzidul (Scopus, 2021)
    Every day, around the world crimes, like kidnapping or forced to do something to enemy’s command, are happening. General people are being the main victim in most cases. Hostage people are usually rescued by military or ...
  • A Proficient Model to Classify Bangladeshi Bank Notes for Automatic Vending Machine Using a Tiny Dataset with One-Shot Learning Siamese Networks 
    Hossain, Md. Ekram; Islam, Arni; Islam, Md. Sanzidul (IEEE, 2020)
    Automatic vending machine is a necessity at this technological era. It's a step to go toward the vendor-less shop management, which supports the commandment of the 4th Industrial Revolution. But image recognition system ...
  • Real-time Bangladeshi Currency Detection System for Visually Impaired Person 
    Sarker, Md. Ferdousur Rahman; Raju, Md. Israfil Mahmud; Marouf, Ahmed Al; Hafiz, Rubaiya; Hossain, Syed Akhter; Protik, Munim Hossain Khandker (2019 International Conference on Bangla Speech and Language Processing, ICBSLP 2019, IEEE, 2020-05-13)
    This paper presents a real-time Bangladeshi currency detection system for visually impaired persons. The proposed system exploits the image processing algorithms to facilitate the visually impaired people to prosperously ...
  • Recognition of Jute Diseases by Leaf Image Classification Using Convolutional Neural Network 
    Hasan, Md. Zahid; Ahamed, Md. Sazzadur; Rakshit, Aniruddha; Hasan, K. M. Zubair (10th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2019, IEEE, 2019-12-30)
    As Convolutional Neural Network (CNN) is achieving the state-of-the-art in the field of image classification, this research work focuses on the finding prominent accuracy of the jute leaf image diseases using deep learning ...

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