Enhance Lab

Hybrid software solutions for boosting image quality

Where modern machine learning meets physical models of image formation and optimization methods for inverse problems

What We Do

Joint demosaicing, denoising, super-resolution and HDR imaging from raw photo bursts

Target Markets

Non-exclusive licenses (possibly exclusive by sector)

Personal photography: camera and smartphone manufacturers
Scientific photography
Remote sensing
Medical applications: endoscopy, microscopy
Forensic aids

Possibly

Personal apps
Photoshop plugin

Today: POCs in personal and scientific photography with two large groups

Expertise

– Computer vision, image processing, machine learning, optimization
– Over 75K citations
– Three “test-of-time” awards at the top computer vision (CVPR) and machine learning (ICML) international conferences
– Two Ellis Fellows, one IEEE Fellow, one member of the Academia Europaea
– Three ERC grants (most selective multi-million euro research grants in Europe)
– Mairal has received the international PAMI young researcher award
– Ponce has written the textbook “Computer Vision: A Modern Approach, translated in Chinese, Japanese and Russian, with over 15,000 copies sold worldwide
– Mairal and Ponce have been involved in the organization teams of the leading international conferences in computer vision and machine learning (e.g., program and general chair for CVPR, ECCV, ICCV; tworkshop chair NeurIPS).