• A review of deep learning-based detection methods for COVID-19 

      Subramanian, N.; Elharrouss, O.; Al-Maadeed, Somaya; Chowdhury, M. ( Elsevier Ltd , 2022 , Article)
      COVID-19 is a fast-spreading pandemic, and early detection is crucial for stopping the spread of infection. Lung images are used in the detection of coronavirus infection. Chest X-ray (CXR) and computed tomography (CT) ...
    • Data Collection and Image Processing System for Ancient Arabic Manuscripts 

      Al-Maadeed S.; Peer S.F.K.; Subramanian N. ( Institute of Electrical and Electronics Engineers Inc. , 2018 , Conference Paper)
      This paper presents a general-purpose data collection system that combines a DSLR camera with directional LED lamps in order to capture a large quantity of high-resolution manuscript images in such a way as to maximize the ...
    • End-to-End Image Steganography Using Deep Convolutional Autoencoders 

      Subramanian N.; Cheheb I.; Elharrouss O.; Al-Maadeed, Somaya; Bouridane A. ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)
      Image steganography is used to hide a secret image inside a cover image in plain sight. Traditionally, the secret data is converted into binary bits and the cover image is manipulated statistically to embed the secret ...
    • Image Steganography: A Review of the Recent Advances 

      Subramanian N.; Elharrouss O.; Al-Maadeed, Somaya; Bouridane A. ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)
      Image Steganography is the process of hiding information which can be text, image or video inside a cover image. The secret information is hidden in a way that it not visible to the human eyes. Deep learning technology, ...
    • Learning-free handwritten word spotting method for historical handwritten documents 

      Mohammed H.H.; Subramanian N.; Al-Maadeed, Somaya ( John Wiley and Sons Inc , 2021 , Article)
      Word spotting on degraded and noisy historical documents can become a challenging task considering the computational time and memory usage required to scan the entire document image. This paper proposes a new effective ...
    • Smart Medicine Planner for Visually Impaired People 

      Al-Haider A.J.; Al-Sharshani S.M.; Al-Sheraim H.S.; Subramanian N.; Al-Maadeed, Somaya; ... more authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)
      In this project a novel and efficient Smart Medicine Planner (SMP) has been discussed. SMP will help people, especially blind and elderly people to presort their medication for the day. The system consists of two sub-systems ...