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Browsing DIU Faculty Publication by Subject "Feature extraction"

Browsing DIU Faculty Publication by Subject "Feature extraction"

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  • A Novel Approach to Detect Face Mask Using CNN 
    Islam, Md. Shahriar; Moon, Eimdadul Haque; Shaikat, Md. Ashikujjaman; Alam., Mohammad Jahangir (IEEE, 2021-01-18)
    Face detection and recognition will be considered as one of the most intriguing modalities for biometric models. Those researches are mainly required for ensuring security in a most sensitive area. This research paper has ...
  • Ongulanko 
    Faisal, Fahim; Hossain, Syed Akhter; Sattar, Abdus (5th International Conference on Intelligent Computing and Control Systems (ICICCS), IEEE, 2021-05-26)
    Internet of Things (IoT) is shaping our lives by changing the way the information are collected and processed. On the other hand, biometrics is rapidly gaining popularity in the field of automatic person identification. ...
  • PataNET 
    Islam, Md. Majedul; Rabby, AKM Shahahriar Azad; Arfin, Md. Hafizur Rahman; Hossain, Syed Akhter (10th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2019, IEEE, 2019-12-30)
    Plants are everywhere around the Earth. Plant identification is a very important problem for environmental protection and exploration. But getting to know various plants requires taking into account a large number of ...
  • Performance Analysis of Diabetic Retinopathy Prediction Using Machine Learning Models 
    Emon, Minhaz Uddin; Zannat, Raihana; Khatun, Tania; Rahman, Mahfujur; Keya, Maria Sultana (2021 6th International Conference on Inventive Computation Technologies (ICICT), IEEE, 2021-02-26)
    Diabetic Retinopathy (DR) is a symptom of diabetes that affects the eyes. The blood vessels of the light tissue behind the eyes are damaged (retina). Machine Learning (ML) techniques play a vital role in computer aid ...
  • Performance Evaluation of Traditional Classifiers on Prediction of Credit Recovery 
    Pradhan, Mohammad Rajib; Akter, Sima; Marouf, Ahmed Al (Scopus, 2020)
    In the era of Big Data, machine learning is an emerging technique to analyze the large volume of data and is used to make critical business decisions. It is broadly used in different area such as medical, telecom, social ...
  • 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 ...
  • Recognizing Hand-based Actions based on Hip-Joint centered Features using KINECT 
    Marouf, Ahmed Al; Sarker, Md. Ferdousur Rahman; Siddiquee, Shah Md. Tanvir (IEEE, 2018-07-19)
    Microsoft Kinect provides skeletal joints to extract different features which can be applied to identify different actions performed by subjects. As human moves, skeletal joints contribute to the movements and human actions ...

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