3 papers
cs.CV2026
An Uncertainty-Aware Loss Function Incorporating Fuzzy Logic: Application to MRI Brain Image Segmentation
Hanuman Verma, Akshansh Gupta, Pranabesh Maji +2
Accurate brain image segmentation, particularly for distinguishing various tissues from magnetic resonance imaging (MRI) images, plays a pivotal role in finding the neurological di…
eess.IV2026
A Novel Framework using Intuitionistic Fuzzy Logic with U-Net and U-Net++ Architecture: A case Study of MRI Bain Image Segmentation
Hanuman Verma, Kiho Im, Akshansh Gupta +1
Accurate segmentation of brain images from magnetic resonance imaging (MRI) scans plays a pivotal role in brain image analysis and the diagnosis of neurological disorders. Deep lea…
cs.CV2026
An Intuitionistic Fuzzy Logic Driven UNet architecture: Application to Brain Image segmentation
Hanuman Verma, Kiho Im, Pranabesh Maji +1
Accurate segmentation of MRI brain images is essential for image analysis, diagnosis of neuro-logical disorders and medical image computing. In the deep learning approach, the conv…