2 citations · 2 across the 2 of their papers we have counts for
3 papers · 1 filter
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN
Muhammad Ali Farooq, Wang Yao, Michael Schukat +2
This study explores the utilization of Dermatoscopic synthetic data generated through stable diffusion models as a strategy for enhancing the robustness of machine learning model t…
A lightweight 3D dense facial landmark estimation model from position map data
Shubhajit Basak, Sathish Mangapuram, Gabriel Costache +2
The incorporation of 3D data in facial analysis tasks has gained popularity in recent years. Though it provides a more accurate and detailed representation of the human face, accru…
Methodology for Building Synthetic Datasets with Virtual Humans
Shubhajit Basak, Hossein Javidnia, Faisal Khan +2
Recent advances in deep learning methods have increased the performance of face detection and recognition systems. The accuracy of these models relies on the range of variation pro…