Artem is pursuing his Ph.D. in Computer Vision Laboratory at Ecole Polytechnique Federale de Lausanne. He is currently working on the topic of detection of small fast moving objects from a single moving camera under supervision of Prof. Pascal Fua and Prof. Vincent Lepetit.
Artem is currently working on the project of 'Visual-based collision avoidance for small UAVs'. His research interests are in the domains of object detection and tracking, computer vision, machine learning and computer graphics. Most of his work deals with the development of algorithms for (a) detection of small fast moving objects from a single moving camera and (b) synthetic data generation and its effective employment for training Convolutional Neural Networks.