Welcome to my page!
I’m a PhD student at the LITIS lab working on Deep Learning using polarimetric imaging for the object detection purpose in road scenes, especially in case of adverse weather conditions through the ICUB project.
As you probably know, the state-of-the-art methods using conventional vision sensors have shown great performances for object detection in road scenes but they fail to detect all their components efficiently when in case of altered visibility. This is the reason why people are starting to use unconventional vision sensors to palliate to this problem.
In the ICUB project, we choose to work on polarimetric imaging because of its ability to characterize an object from its reflection and not only from its color and shape.
On this page you’ll find everything that is related to this project, including my personal polarimetric database and all the publications related to my work.