Roxana Elena Mihaescu was born in Romania, in 1993. In 2016 she received the B.Sc. Degree in Systems and Technologies in Telecommunications from the Faculty of Electronics, Telecommunications and Information Technology, University Politehnica of Bucharest (UPB), Romania. She participated twice at "Tudor Tanasescu" National Professional Contest: Signals, Circuits and Systems Section, and she won the 2nd place in 2015, and the 1st place in 2016. She also received the Master's Degree in Multimedia Communications in 2018, from the same institution. She started working for the Ph.D. degree with Prof. Constantin Paleologu (supervisor - UPB), since October 2018, on detection and recognition systems using deep neural networks. Her research is focused on machine learning and she is co-author for 10 papers.
JOURNAL PAPERS
1. R. Mihăescu, C. Stanciu, C. Anghel, and L. Stanciu, “Insight on a Low Cost Recursive Least-Squares Algorithm for Adaptive Noise Cancellation”, International Journal On Advances in Systems and Measurements, volume 10, numbers 3 and 4, pp. 150-157 (8 pages), 2017
CONFERENCE PAPERS
1. V. Ghenescu, E. Barnoviciu, S.V. Carata, M. Ghenescu, R. Mihaescu, and M. Chindea, “GDPR Compliance in Video Surveillance and Video Processing Application”, in IEEE 10th International Conference on Speech Technology and Human-Computer Dialogue (SPED), October 10-12, 2019, Timisoara, Romania.
2. E. Barnoviciu, S.V. Carata, V. Ghenescu, M. Ghenescu, R. Mihaescu, and M. Chindea, “Accurate data identification in low signal-to-noise ratio series”, in IEEE International Conference on Advanced Scientific Computing (ICASC), September 12-14, 2019, Sinaia, Romania.
3. R. Mihaescu, S.V. Carata, E. Barnoviciu, M. Chindea, M. Ghenescu, and V. Ghenescu, “Complete Visualisation, Network Modeling and Training, Web Based Tool, for YOLO Deep Neural Network Model in the Darknet Framework”, in IEEE 15th International Conference on Intelligent Computer Communication and Processing (ICCP), September 5-7, 2019, Cluj-Napoca, Romania.
4. V. Ghenescu, R. Mihaescu, S.V. Carata, M. Ghenescu, E. Barnoviciu, and M. Chindea, “Face Detection and Recognition Based on General Purpose DNN Object Detector”, in 2018 International Symposium on Electronics and Telecommunications (ISETC), 2018 (4 pages), Timisoara, Romania.
5. V. Ghenescu, E. Barnoviciu, S.V. Carata, M. Ghenescu, R. Mihaescu, and M. Chindea, “Object Recognition on Long Range Thermal Image Using State of the Art DNN”, in 2018 Conference Grid, Cloud & High Performance Computing in Science (ROLCG), October 17-19, 2018 (4 pages), Cluj-Napoca, Romania.
6. S.V. Carata, V. Ghenescu, M. Ghenescu, M. Chindea, and R. Mihaescu, “Salt and Pepper Noise Removal by Combining Genetic Algorithms-Neural Networks and Statistical Methods”, in 2018 International Conference on Communications (COMM), June, 2018, pp. 147-150, Bucharest, Romania.
7. R. Mihaescu, S.V. Carata, V. Ghenescu, M. Chindea, and C. Mitrea, “Noise Removal Based on Artificial Intelligence Synergy Methods for Surveillance Scenarios”, in 2018 International Conference on Communications (COMM), June, 2018, pp. 501-504, Bucharest, Romania.
8. R. Mihaescu, C. Stanciu, and C. Paleologu, “On the regularization of the memory-improved proportionate affine projection algorithm”, Proc. FABULOUS, 2017, pp. 151-157, Bucharest, Romania.
9. C. Stanciu, L. Stanciu, and R. Mihaescu, “Low Complexity Recursive Least-Squares Algorithm for Adaptive Noise Cancellation”, in Proc. International Conference on Networks (ICN), 2017, pp. 102-106, Venice, Italy.