Artificial generation of images with vehicles. Our model needs as input images, the ones that contains vehicles to remove, but as we have not found this situation in different datasets (it’s...

Presenting a concise overview of low light image enhancement techniques and their significance in the context of autonomous driving...

During the image capture process, there are various parameters that define the final result obtained, such as, exposure time, sensor ISO, chosen aperture, or lens focal length. Among these, the...

Visibility is a complex issue that detection models struggle with. While on clear days these algorithms works perfectly, they cannot detect objects with the same accuracy under adverse conditions such...

Designing and Evaluating a Deep Learning-Powered Interface for Contactless Driver-Vehicle Interaction. The solution reduces distraction by replacing physical inputs with intuitive hand gestures, combining real-time processing with robust performance evaluation...