Ewa M. Nowara — accepted AI-conference papers

2022

Where in the World Is This Image? Transformer-Based Geo-Localization in the Wild

Shraman Pramanick, Ewa M. Nowara, Joshua Gleason, Carlos D. Castillo, Rama Chellappa

ECCV 2022poster

"Predicting the geographic location (geo-localization) from a single ground-level RGB image taken anywhere in the world is a very challenging problem. The challenges include huge diversity of images due to different environmental scenarios, drastic variation in the appearance of the same location de…

Cited by 40 Source ↗PDF ↗code ↗Scholar ↗

2021

The Benefit of Distraction: Denoising Camera-Based Physiological Measurements Using Inverse Attention

Ewa M. Nowara, Daniel McDuff, Ashok Veeraraghavan

ICCV 2021poster

Attention networks perform well on diverse computer vision tasks. The core idea is that the signal of interest is stronger in some pixels ("foreground"), and by selectively focusing computation on these pixels, networks can extract subtle information buried in noise and other sources of corruption.…

Cited by 64 PDF ↗Scholar ↗