Catalin Daniel Caleanu

received the Master’s degree in Electronics of Intelligent Systems and the doctoral degree in Electronics Engineering, both from University Politehnica Timişoara. His is currently Prof. dr. habil. eng. and the Vice Dean of Faculty of Electronics, Telecommunications and Information Technologies form UPT, Timişoara, Romania. He has authored more than 100 technical journal and conference papers and coauthored ten books mainly in the neural networks, fuzzy systems, evolutionary computation, computer vision and embedded systems fields. 


Georgiana Simion

Simion Georgiana received the doctoral degree in Electronics Engineering, from University Politehnica Timişoara. She is currently Associate Professor in Faculty of Electronics, Telecommunications and Information Technologies form UPT, Timişoara, Romania. She is teaching Machine Learning and Computer Vision in Applied Electronics department. Her interest research topics are in 2D and 3D hand gesture recognition, with applications in the development of smart interfaces, medical imaging and autonomous driving. Her work is recognized and validated by over 30 scientific papers (conference and journals papers)  published and indexed in international databases, 3 books and more laboratory notes. She was member in 6 grants e.g. Rain Simulator – General Concept, Standards, Components Simulation, Siemens VDO Automotive, and international research contracts, and project manager of a TD type grant. During her postdoctoral grant she was in Universitat de Girona, Spain where she worked with Underwater Vision and Robotics team. She was rewarded with Premiul Ecricsson – Excelență în Telecomunicații in 2007, and Diploamă Cercetător eminent 2011 by Orizonturi Universitare.


Radu Mirsu 

The entire research and educational experience of Radu Mirsu is centred around the fields of artificial intelligence, neural networks, digital and analogue hardware, embedded systems and parallel data processing. During graduate studies at Purdue University USA he has been involved in several projects regarding artificial intelligence and information processing. In collaboration with Argonne National Laboratory Chicago a neural controller has been developed for intelligent battery charge management for hybrid cars. While at Fraunhofer IPA Germany, Radu Mirsu used GPU parallel data processing for visualising large datasets acquired from a computer tomograph. This experience was extremely useful for later PhD studies when a GPU accelerated framework for simulating Liquid State Machines of Spiking Neurons was developed from scratch.


Cosmin Ancuti

Cosmin Ancuti received the PhD degree at Hasselt University, Belgium (2009). He was a post-doctoral fellow at IMINDS and Intel Exascience Lab (IMEC), Leuven, Belgium (2010-2012) and a research fellow at University Catholique of Louvain, Belgium (2015-2017). Currently, he is a senior researcher/lecturer at University Politehnica Timisoara. He is the author of more than 50 papers published in international conference proceedings and journals. His area of interests includes image and video enhancement techniques, computational photography and low level computer vision.


Codruta Ancuti

Codruta O. Ancuti is a senior researcher/lecturer at University Politehnica Timisoara, Faculty of Electrical and Telecommunication Engineering. She obtained the PhD degree at Hasselt University, Belgium (2011) and between 2015 and 2017 she was a research fellow at University of Girona, Spain (ViCOROB group). Her work received the best paper award at NTIRE 2017 (CVPR workshop). Her main interest of research includes image understanding and visual perception. She is the first that introduced several single images-based enhancing techniques built on the multi-scale fusion (e.g. color-to grayscale, image dehazing, underwater image and video restoration).


Ciprian David

Daniel Popa

Serban Maduta


Ph.D Students

Cristina Sirbu has graduated the Electronics and Telecommunications University of Politehnica. The performed research activity is enclosed in the fields of: (1) Computer Vision in regards with algorithm development in the department of Advance Driving Assistance Systems (ADAS) focusing on camera group for developing image processing algorithms. The End of Line Calibration Mono (ECM) algorithm which measures and stores the mounting offsets of the camera based on targets placed in front of the car before leaving the production line. I am responsible for coordinating the component by evaluating and deciding the architecture and implementing the design of new concepts to the best convenience for the in-place component. I develop the algorithm using C++ on embedded system, executed effective processes for designing, simulation and testing; (2) Embedded Systems as a researcher in the department Medical Engineering & eHealth Vienna where I, design and implement a generic platform CDA generator for the eLearning4eHealth Network.


Bogdan Sighencea

received the BSc and MSc degrees in electronics from the Lucian Blaga University of Sibiu, Romania in 2017 and 2019. Now, He is PhD student at the Polytechnic University of Timisoara having as coordinating Prof. Căleanu Cătalin – Daniel. His thesis is focused on the study of the pedestrian intent prediction using advances deep learning techniques. In this moment he working as Test Development Engineer in the R&D centre at Continental Automotive Systems Sibiu being involved in different projects in the automotive area, such as SVC (Surround view camera) and MFC (Multi-Function Camera). His interests: Computer Vision, Artificial intelligence, Deep learning, Autonomous driving, Algorithms, Embedded Systems.


Aliosa Erofei

Oana Ursulescu

Cristian Druta

Dan Popoviciu


Research Students

Patrick Schmiedt

Patricia Lungu

Adrina Popa

Tiberiu Dumitrescu

Andrei Netotea


Past members

Calin Dumitrescu

Marian Iacob

Eliza Tomodan

Timotei Dariciuc

Zoltan Boros

Daniela Laura Popescu

Andreea Safta

Horatiu Belei

Sebastian Avram

Andreea Nagat