119 citations · 195 across the 20 of their papers we have counts for
39 papers
Domain Agnostic Image-to-image Translation using Low-Resolution Conditioning
Mohamed Abid, Arman Afrasiyabi, Ihsen Hedhli +2
Generally, image-to-image translation (i2i) methods aim at learning mappings across domains with the assumption that the images used for translation share content (e.g., pose) but…
EverLight: Indoor-Outdoor Editable HDR Lighting Estimation
Mohammad Reza Karimi Dastjerdi, Jonathan Eisenmann, Yannick Hold-Geoffroy +1
Because of the diversity in lighting environments, existing illumination estimation techniques have been designed explicitly on indoor or outdoor environments. Methods have focused…
Beyond the Pixel: a Photometrically Calibrated HDR Dataset for Luminance and Color Prediction
Christophe Bolduc, Justine Giroux, Marc Hébert +2
Light plays an important role in human well-being. However, most computer vision tasks treat pixels without considering their relationship to physical luminance. To address this sh…
DarSwin: Distortion Aware Radial Swin Transformer
Akshaya Athwale, Arman Afrasiyabi, Justin Lagüe +3
Wide-angle lenses are commonly used in perception tasks requiring a large field of view. Unfortunately, these lenses produce significant distortions, making conventional models tha…
Robust Unsupervised StyleGAN Image Restoration
Yohan Poirier-Ginter, Jean-François Lalonde
GAN-based image restoration inverts the generative process to repair images corrupted by known degradations. Existing unsupervised methods must be carefully tuned for each task and…
LM-GAN: A Photorealistic All-Weather Parametric Sky Model
Lucas Valença, Ian Maquignaz, Hadi Moazen +3
We present LM-GAN, an HDR sky model that generates photorealistic environment maps with weathered skies. Our sky model retains the flexibility of traditional parametric models and…