Aerospace & Transportation
IDM - Identification and Decision Making Research Group
Oblasti
Aerospace; Transportation; Security; Communication; Smart Cities
Technologie
Signal processing; machine learning; neural networks; computer vision; robotics; anomaly detection; autonomous systems; adaptive systems
Popis
The IDM Research Group is involved in cutting-edge research and is driving innovation in system cognition, intelligent control, and decision-making under uncertainty, as well as for deterministic systems. Our dynamic team specializes in advanced state estimation, system identification, active fault detection, and adaptive control solutions, powered by machine learning algorithms and next-generation sensor data analytics. With a focus on transformative applications, we collaborate with industry pioneers to deploy our breakthrough technologies in high-performance navigation systems, real-time object tracking, and autonomous robotic platform control.
Computer Vision laboratory
Domains
Industry 4.0; Industrial Solutions; Infrastructures; Cultural Heritage, Health & Wellness, Smart Cities, Security, Transportation, Accessibility, Communication
Technologies
Robotics, Artificial Intelligence, Machine Learning, Large Language Models, Deep learning, Big Data, Neural Networks, Data mining, Edge Computing, Signal processing, Human-computer interaction, Computer Vision
Description
The Computer Vision (CV) lab focuses on the research and development of cutting-edge applications that utilize visual data—both images and video. Our work spans a variety of tasks, including image classification, object detection, optical character recognition (OCR), and quality assessment. While we employ classical computer vision techniques such as image preprocessing, segmentation, and morphological operations, our primary focus is on modern deep learning methods. We work with state-of-the-art neural network architectures, conducting training, evaluation, fine-tuning, and adapting these models to meet novel challenges and develop innovative solutions.
Speech and Language Technologies (SALT)
Domains
Communication; Health and Accessibility; Industry 4.0; Smart Cities; Security; Cultural Heritage; Transportation and Aerospace
Technologies
speech recognition; speech synthesis; dialogue systems; natural language processing
Description
In the speech and language technologies group, we focus on research and development of advanced solutions related to voice-based human-computer communication. Characteristic examples include systems for automatic subtitling of television programs, multimodal and voice-based dialogue systems and chat applications, searching in extensive multimedia archives, or voice cloning technologies. During development, we employ the latest knowledge in the field of artificial intelligence (AI) and deep learning.
ACROSS - Automation, Control and Robotic Systems
Topics
Smart Agriculture; Industry 4.0; Industrial Solutions; Energy Systems; Smart Cities; Smart Grids; Transportation
Technologies
Industrial robots; PID autotuners; HIL simulators; controller design;
Description
The ACROSS research group focuses on applied research on control systems for machines and industrial processes. The research includes the development of unique control algorithms, the design of advanced real-time HIL simulators, and the development of non-standard robots and manipulators. With a history of more than 20 years, it collaborates with industry and universities on national and international projects.