dermatology 1dermatology imaging 1fairness 1image synthesis 1malignancy classification 1metric scale measurement 1monocular 3d reconstruction 1skin lesion analysis 1synthetic data generation 1synthetic dataset 1
From the 2 of 3 linked papers with an AI index.
3 papers
cs.CV2026
DermDepth: Toward Monocular Metric Scale 3D Reconstruction Models for Dermatology
Héctor Carrión, Narges Norouzi
The paper introduces DermDepth, a single‑view monocular system that produces metric‑scale 3D reconstructions of skin lesions, and D‑Synth, a synthetic dermoscopic dataset used to t…
cs.CV2026
Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification
Héctor Carrión, Narges Norouzi
The paper presents cgDDI, a controllable generative framework that creates realistic, diverse dermatological images—including rare lesions on varied skin tones—to improve malignanc…
cs.CV2025
TARDIS STRIDE: A Spatio-Temporal Road Image Dataset and World Model for Autonomy
Héctor Carrión, Yutong Bai, VÃctor A. Hernández Castro +6
World models aim to simulate environments and enable effective agent behavior. However, modeling real-world environments presents unique challenges as they dynamically change acros…