12 citations · 12 across the 4 of their papers we have counts for
6 papers · 1 filter
Facial Image Feature Analysis and its Specialization for Fréchet Distance and Neighborhoods
Doruk Cetin, Benedikt Schesch, Petar Stamenkovic +3
Assessing distances between images and image datasets is a fundamental task in vision-based research. It is a challenging open problem in the literature and despite the criticism i…
VerA: Versatile Anonymization Applicable to Clinical Facial Photographs
Majed El Helou, Doruk Cetin, Petar Stamenkovic +2
The demand for privacy in facial image dissemination is gaining ground internationally, echoed by the proliferation of regulations such as GDPR, DPDPA, CCPA, PIPL, and APPI. While…
Fuzzy-Conditioned Diffusion and Diffusion Projection Attention Applied to Facial Image Correction
Majed El Helou
Image diffusion has recently shown remarkable performance in image synthesis and implicitly as an image prior. Such a prior has been used with conditioning to solve the inpainting…
PoGaIN: Poisson-Gaussian Image Noise Modeling from Paired Samples
Nicolas Bähler, Majed El Helou, Étienne Objois +2
Image noise can often be accurately fitted to a Poisson-Gaussian distribution. However, estimating the distribution parameters from a noisy image only is a challenging task. Here,…
DSR: Towards Drone Image Super-Resolution
Xiaoyu Lin, Baran Ozaydin, Vidit Vidit +2
Despite achieving remarkable progress in recent years, single-image super-resolution methods are developed with several limitations. Specifically, they are trained on fixed content…
BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration
Majed El Helou, Sabine Süsstrunk
Classic image-restoration algorithms use a variety of priors, either implicitly or explicitly. Their priors are hand-designed and their corresponding weights are heuristically assi…