196 citations · 439 across the 28 of their papers we have counts for
3 papers · 1 filter
How semantic and geometric information mutually reinforce each other in ToF object localization
Antoine Vanderschueren, Victor Joos, Christophe De Vleeschouwer
We propose a novel approach to localize a 3D object from the intensity and depth information images provided by a Time-of-Flight (ToF) sensor. Our method uses two CNNs. The first o…
Improved anomaly detection by training an autoencoder with skip connections on images corrupted with Stain-shaped noise
Anne-Sophie Collin, Christophe De Vleeschouwer
In industrial vision, the anomaly detection problem can be addressed with an autoencoder trained to map an arbitrary image, i.e. with or without any defect, to a clean image, i.e.…
Adapting JPEG XS gains and priorities to tasks and contents
Benoit Brummer, Christophe De Vleeschouwer
Most current research in the domain of image compression focuses solely on achieving state of the art compression ratio, but that is not always usable in today's workflow due to th…