Publications

Andris Lapins, Janis Arents and Modris Greitans, "Augmenting a Pretrained Object Detection Model with Planar Pose Estimation Capability", Automatic Control and Computer Sciences, 57(5), pp. 459-468, https://link.springer.com/article/10.3103/S0146411623050061Read more

Juris Ormanis, Vladislavs Medvedevs, Anastasija Sevcenko, Vladimir Aristov, Valters Abolins, Atis Elsts. Dataset on the Human Body as a Signal Propagation Medium for Body Coupled Communication. Data in Brief.Read more

Ivars Namatēvs, Kaspars Sudars, Artūrs Ņikuļins, Anda Slaidiņa, Laura Neimane, Oskars Radziņš, "Towards Explainability of the Latent Space by Disentangled Representation Learning", Information Technology and Management ScienceRead more

Ivars Namatevs, Arturs Nikulins, Edgars Edelmers, Laura Neimane, Anda Slaidina, Oskars Radzins, Kaspars Sudars, "Modular Neural Networks for Osteoporosis Detection in Mandibular Cone-Beam Computed Tomography Scans", Read more

Kaspars Sudars, Ivars Namatevs, Arturs Nikulins, Edgars Edelmers, Laura Neimane, Anda Slaidina, Oskars Radzins, "Artificial Intelligence-Powered System for Identifying Bone Deterioration in Radiological Imaging", International Workshop on Embedded Digital Intelligence (IWoEDI'2023)Read more

Ivars Namatevs, Kaspars Sudars, Arturs Nikulins, Anda Slaidina, Laura Neimane, Oskars Radzins, Edgars Edelmers, "Denoising Diffusion Algorithm for Single Image Inplaine Super-Resolution in CBCT Scans of the Mandible", 023 IEEE 64th International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS)Read more

Toms Eduards Zinars, Oskars Vismanis, Peteris Racinskis, Janis Arents, Modris Greitans. Natural Language Conditioned Planning of Complex Robotics Tasks. In: Advancing Edge Artificial Intelligence, River Publishers Series in Communications and NetworkingRead more

Maksims Ivanovs, Laura Leja, Kārlis Zviedris, Roberts Rimsa, Karina Narbute, Valerija Movcana, Felikss Rumnieks, Arnis Strods, Kevin Gillois, Gatis Mozolevskis, Arturs Abols, Roberts Kadikis. Synthetic Image Generation With a Fine-Tuned Latent Diffusion Model for Organ on Chip Cell Image Classification. Signal Processing - Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, SPARead more

Sajid Mohamed, Gijs van der Veen, Hans Kuppens, Matias Vierimaa, Tassos Kanellos, Henry Stoutjesdijk, Riccardo Masiero, Kalle Määttä, Jan Wytze van der Weit, Gabriel Ribeiro, Ansgar Bergmann, Davide Colombo, Javier Arenas, Alfie Keary, Martin Goubej, Benjamin Rouxel, Pekka Kilpeläinen, Roberts Kadikis, Mikel Armendia, Petr Blaha, Joep Stokkermans, Martin Čech, Arend-Jan Beltmans. The IMOCO4.E reference framework for intelligent motion control systems. IEEE International Conference on Emerging Technologies and Factory Automation, ETFA, 2023.Read more

Evangelos Bekiaris, Maria Gkemou, Ana Martínez, Amr Elkenawy, Roberts Kadikis, Kaspars Ozols and others. "Digital Twins for CCAM Applications-the Case of AUGMENTED CCAM and Beyond." RELIABILITY and STATISTICS in TRANSPORTATION and COMMUNICATION (2023): 2.Read more

Armands Ancans.Wired Communication Protocol for Body Sensor Network: A Solution for Sensor Data Acquisition, IWoEDI'2023Read more

V. Medvedevs, J. Ormanis, D. Tiščenko, A. Elsts. Demo: Audio Streaming Via Body-Coupled Communication. In Proceedings of the 2023 International Conference on Embedded Wireless Systems and Networks (EWSN '23). ACM, 2023. Read more