DermSynth3D: Synthesis of in-the-wild annotated dermatology images

Ashish Sinha, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh

Abstract: Highlights•Synthesis of skin lesion images by rendering 2D views of a 3D scene.•Skin lesion blending on 3D human textured meshes at optimized body locations.•Controlled lighting, choice of background, and optimal camera viewpoint.•2D images with dense annotations for skin, lesion and body-part segmentation.•Open-source modular code and datasets for academic research.