Browsing by Subject "U-net"

Now showing items 1-3 of 3

    • A comparison of deep learning U‐Net architectures for semantic segmentation on panoramic X-ray images 

      Bin Mushfiq, Rahil; Zannah, Rafiatul; Bashar, Mubtasim; Alam, Md. Nafidul; Rahman, MD Aftabur (Brac University, 2023-01)
      Digital image processing utilizes deep learning to tackle challenging issues such as image colourization, classification, segmentation, and detection. The medical image analysis field is developing day by day, and ...

    • Computer vision based skin disease detection using machine learning 

      Jayeb, Ahmad Wasiq; Hore, Alvin Rahul; Anjum, Ramisa; Sadeque, Sohana Sanjana; Auqib, Syed Tahsin (Brac University, 2022-09-28)
      Skin cancer have been the primary focus of this study, as they are one of the most deadly diseases if not diagnosed and treated early. The study will make it possible for computer science and medical science to work ...

    • U-net Based Autonomous Fetal Segmentation From 2D and 3D Ultrasound Images 

      Mithila, Maliha Tabassum; Prome, Tasnim Ahsan; Tabassum, Elmi; Kamrul, Sameha; samiha, Nausheen (Brac University, 2022-05)
      There are various biometric parameters of the fetus that need to be evaluated to monitor prenatal diagnosis during pregnancy. Biometric parameters such as head circumference, abdominal circumference, cortical volume, the ...