GitHub

Conformal Prediction for Image Segmentation Using Morphological Prediction Sets

Visual example of our conformal margin: we build a morphological margin (via dilation) that covers all missed pixels (false negatives). Dataset: WBC In the following image, we have a ground truth mask ...
IEEE

Multi-Task Breast Ultrasound Image Classification and Segmentation Using Swin Transformer and VMamba Models

Abstract: Breast cancer represents a significant women's health issue worldwide. Ultrasound imaging is a critical technique for early detection. Additionally, AI-based methods are proving to be ...
IEEE

Applying Deep Learning and Heatmap Techniques for Sinusitis Diagnosis Using Enhanced 3-D Image Segmentation

Abstract: Sinusitis, characterized by inflammation of the sinus cavities, presents diagnostic challenges due to the subjective and time-consuming nature of manual computed tomography (CT) scan ...
GitHub

4D- LATTE : 4D Radar Drivable Area Automatic Labelling Tools using Deep Learning

First 4D Radar Automatic Labelling tools using Segment Anything (SA) drivable area segmentation on camera using Deep Learning for Autonomous Vehicle. KAIST-Radar (K-Radar) (provided by 'AVELab') is a ...