Publications

Journals:
1. Razvan Itu, Radu Danescu, "Fully Convolutional Neural Network for Vehicle Speed and Emergency-Brake Prediction", Sensors, Vol. 24, No. 1, 2024, Art. No. 212.

2. Radu Danescu, Razvan Itu, Attila Fuzes, Vlad Turcu, "Increasing the accuracy of real time wide field of view space surveillance by grid-based combination of multiple calibration results", Advances in Space Research, 2023.

3. Razvan Itu, Radu Danescu, "Part-Based Obstacle Detection Using a Multiple Output Neural Network", Sensors, Vol. 22, No. 12, 2022, Art. No. 4312.

4. Radu Danescu, Razvan Itu, Mircea Paul Muresan, Ana Rednic, Vlad Turcu, "SST Anywhere—A Portable Solution for Wide Field Low Earth Orbit Surveillance", Remote Sensing, Vol. 14, No. 8, 2022, Art. No. 1905.

5. Razvan Itu, Radu Danescu, "A Self-Calibrating Probabilistic Framework for 3D Environment Perception Using Monocular Vision", Sensors, Vol. 20, No. 5, 2020, Art. No. 1280.

6. Diana Borza, Razvan Itu, Radu Danescu, "In the Eye of the Deceiver: Analyzing Eye Movements as a Cue to Deception", Journal of Imaging, Vol. 4, No. 10, 2018, Art. No. 120.

7. Diana Borza, Radu Danescu, Razvan Itu, Sergiu Darabant, "High-Speed Video System for Micro-Expression Detection and Recognition", Sensors, Vol. 17, No. 12, 2017, Art. No. 2913.

8. Radu Danescu, Razvan Itu, Andra Petrovai, "Generic Dynamic Environment Perception Using Smart Mobile Devices", Sensors, Vol. 16, No. 10, 2016, Art. No. 1721.

Books & book chapters:
1. Razvan Itu, "Sistem de percepție monoculară folosind inteligență și viziune artificială", UTPRESS Cluj-Napoca, 2021, ISBN: 978-606-737-537-4

2. Radu Danescu, Mircea Paul Muresan, Razvan Itu, Tiberiu Marita, "Design with Microprocessors - Laboratory Guide", UTPRESS Cluj-Napoca, 2018, ISBN: 978-606-737-337-0

3. Radu Danescu, Mircea Paul Muresan, Razvan Itu, "Proiectare cu Microprocesoare - Indrumator de laborator", UTPRESS Cluj-Napoca, 2018, ISBN: 978-606-737-336-3

4. Radu Danescu, Diana Borza, Razvan Itu, "Detecting Micro-Expressions in Real Time Using High-Speed Video Sequences", InTechOpen Video Surveillance, DOI: 10.5772/intechopen.76155

Conferences:
1. Razvan Itu, Radu Danescu, "On-Board Estimation of Vehicle Speed and the Need of Braking Using Convolutional Neural Networks”, In Proceedings of the 20th International Conference on Informatics in Control, Automation and Robotics - Volume 1 (ICINCO), 2023, SciTePress, pp. 600-607.

2. Radu Danescu, Attila Fuzes, Razvan Itu, Vlad Turcu, "Real Time Orbital Object Recognition for Optical Space Surveillance Applications”, In Proceedings of the 20th International Conference on Informatics in Control, Automation and Robotics - Volume 1 (ICINCO), 2023, SciTePress, pp. 562-569.

3. Razvan Itu, Radu Danescu, "Predicting Emergency Braking in Vehicles Using a CNN with Sequential Image and Velocity Data", 2023 IEEE 19th International Conference on Intelligent Computer Communication and Processing (ICCP 2023), in print.

4. Radu Danescu, Razvan Itu, Vlad Turcu, Dan Moldovan, ""Adding Surveillance Capabilities to a LEO Tracker Using a Low-Cost Wide Field of View Detection System", 2nd NEO and Debris Detection Conference, 24 January 2023 - 26 January 2023, Darmstadt, Germany, published by ESA Space Debris Office.

5. Razvan Itu, Radu Danescu, "Object detection using part based semantic segmentation", 2021 IEEE 17th International Conference on Intelligent Computer Communication and Processing (ICCP 2021), pp. 227-231.

6. Radu Danescu, Razvan Itu, Mircea Paul Muresan, Vlad Turcu, "Compact Solution for Low Earth Orbit Surveillance", 2021 IEEE 17th International Conference on Intelligent Computer Communication and Processing (ICCP 2021), pp. 401-408.

7. Razvan Itu, Radu Danescu, "MONet - Multiple Output Network for Driver Assistance Systems Based on a Monocular Camera", 2020 IEEE 16th International Conference on Intelligent Computer Communication and Processing (ICCP 2020), pp. 325-330.

8. Radu Danescu, Razvan Itu, Mircea Paul Muresan, "PartID - Individual Objects Tracking in Occupancy Grids Using Particle Identities", 2020 IEEE 16th International Conference on Intelligent Computer Communication and Processing (ICCP 2020), pp. 283-290.

9. Tiberiu Marita, Raluca Brehar, Razvan Itu, Paul Trif, Delia Mitrea, "Deep Learning Based Masses Segmentation Method in Mammograms", Journal of Automation, Computers, Applied Mathematics (ACAM), Vol. 28, No. 1, 2020, pp. 15-21, ISSN 1221-437X.

10. Diana Borza, Razvan Itu, Radu Danescu, Ioana Barbantan, "Analysing facial features using CNNs and computer vision", Modeling And Development of Intelligent Systems (MDIS 2019), 2019, pp. 146-157.

11. Radu Danescu, Razvan Itu, Diana Borza, "Dynamic 3D Environment Perception Using Monocular Vision and Semantic Segmentation", 2019 IEEE 15th International Conference on Intelligent Computer Communication and Processing (ICCP 2019), pp. 193-200.

12. Radu Danescu, Razvan Itu, "Camera Calibration for CNN Based Generic Obstacle Detection", EPIA Conference on Artificial Intelligence, 2019, pp. 623-636.

13. Ioana Mocan, Razvan Itu, Anca Ciurte, Radu Danescu, Rares Buiga, "Automatic Detection of Tumor Cells in Microscopic Images of Unstained Blood using Convolutional Neural Networks", 2018 IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP 2018), pp. 319-324.

14. Razvan Itu, Radu Danescu, "Machine Learning Based Automatic Extrinsic Calibration of an Onboard Monocular Camera for Driving Assistance Applications on Smart Mobile Devices", 2018 International Forum on Advanced Microsystems for Automotive Applications, pp. 16-28.

15. Diana Borza, Razvan Itu, Radu Danescu, "Micro Expression Detection and Recognition from High Speed Cameras using Convolutional Neural Networks", 2018 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), pp. 201-208.

16. Razvan Itu, Diana Borza, Radu Danescu, "Automatic extrinsic camera parameters calibration using Convolutional Neural Networks", 2017 IEEE 13th International Conference on Intelligent Computer Communication and Processing (ICCP 2017), pp. 273-278.

17. Diana Borza, Razvan Itu, Radu Danescu, "Real-time micro-expression detection from high speed cameras", 2017 IEEE 13th International Conference on Intelligent Computer Communication and Processing (ICCP 2017), pp. 357-361.

18. Radu Danescu, Andra Petrovai, Razvan Itu, Sergiu Nedevschi, "Generic Obstacle Detection for Mobile Devices Using a Dynamic Intermediate Representation", Advances in Intelligent Systems and Computing, vol. 427, 2016, pp. 629-639.

19. Radu Danescu, Razvan Itu, Andra Petrovai, "Sensing the Driving Environment with Smart Mobile Devices", 2015 IEEE 11th International Conference on Intelligent Computer Communication and Processing (ICCP 2015), pp. 271-278.

20. Razvan Itu, Radu Danescu, "An Efficient Obstacle Awareness Application for Android Mobile Devices", International Conference on Intelligent Computer Communication and Processing (ICCP 2014), 2014, pp. 157-163.

PhD thesis: Romanian
PhD thesis abstract: Romanian - English

Google scholar citations: here

Datasets: here

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