Dual u-net with resnet encoder for segmentation of medical images

• Main Authors: Syed, Qamrun Nisa, Ismail, Amelia Ritahani
• Format: Article
• Language: English; English
• Published: Science and Information Organization 2022
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://irep.iium.edu.my/102895/7/102895_Dual%20u-net%20with%20resnet%20encoder%20for%20segmentation%20of%20medical%20images.pdf; http://irep.iium.edu.my/102895/13/102895_Dual%20u-net%20with%20resnet%20encoder_Scopus.pdf; http://irep.iium.edu.my/102895/; https://thesai.org/Downloads/Volume13No12/Paper_65-Dual_U_Net_with_Resnet_Encoder_for_Segmentation_of_Medical_Images.pdf

Segmentation of medical images has been the most demanding and growing area currently for analysis of medical images. Segmentation of polyp images is a huge challenge because of the variability of color depth and morphology in polyps throughout colonoscopy imaging. For segmentation, in this work, we...