1 citations · 1 across the 4 of their papers we have counts for
4 papers
Color-Quality Invariance for Robust Medical Image Segmentation
Ravi Shah, Atsushi Fukuda, Quan Huu Cap
Single-source domain generalization (SDG) in medical image segmentation remains a significant challenge, particularly for images with varying color distributions and qualities. Pre…
From Brainwaves to Brain Scans: A Robust Neural Network for EEG-to-fMRI Synthesis
Kristofer Grover Roos, Atsushi Fukuda, Quan Huu Cap
While functional magnetic resonance imaging (fMRI) offers valuable insights into brain activity, it is limited by high operational costs and significant infrastructural demands. In…
High-Quality Medical Image Generation from Free-hand Sketch
Quan Huu Cap, Atsushi Fukuda
Generating medical images from human-drawn free-hand sketches holds promise for various important medical imaging applications. Due to the extreme difficulty in collecting free-han…
Towards Robust Plant Disease Diagnosis with Hard-sample Re-mining Strategy
Quan Huu Cap, Atsushi Fukuda, Satoshi Kagiwada +3
With rich annotation information, object detection-based automated plant disease diagnosis systems (e.g., YOLO-based systems) often provide advantages over classification-based sys…