The Machine Perception Research Laboratory is dedicated to the intelligent interpretation of the environment. Our main research areas include autonomous vehicle sensing, analysis of 3D models and LIDAR data, and recognition of biometric features based on motion and gestures. We are also involved in object search and tracking and change detection using data from different sensors. Special attention is paid to data fusion, scaling up and compression. We use remote sensing data to support biodiversity and environmental modelling research. Our laboratory also researches and develops machine learning techniques for practical applications. We perform mapping and monitoring tasks in collaboration with ground and airborne robots, as well as medical image processing. In addition to our work, we attach great importance to the modernisation of science and participation in university education.