About Me

Lecturer and Researcher

I studied at the Technical University of Cluj-Napoca and have a masters degree in artificial intelligence and vision and a PhD in computer science, under the supervision of Prof. dr. Radu Danescu. I am a lecturer and researcher at the Technical University in Cluj-Napoca, helping students learn about image processing, computer architecture and design with microprocessors. I am also a member of the image processing and pattern recognition group at the Technical University Cluj-Napoca.

Education

PhD in Computer Science

2015-2019

Technical University of Cluj-Napoca

MSc in Computer Science, Artificial Intelligence and Vision

2013-2015

Technical University of Cluj-Napoca

BSc in Computer Science

2009-2013

Technical University of Cluj-Napoca

Research Interests

  • Computer Vision
  • Artificial Intelligence
  • Camera Calibration
  • Autonomous Vehicles and Robots
  • Satellite Detection

Teaching

Computer Programming and Programming Languages

Programarea calculatoarelor si limbaje de programare

1st year, 1st semester

Computer Architecture

Arhitectura calculatoarelor

2nd year, 2nd semester

Image Processing

Procesarea imaginilor

3rd year, 2nd semester

Pattern Recognition Systems

Sisteme de recunoastere a formelor

4th year, 1st semester

Artificial Vision

Viziune artificiala

1st year, 1st semester (masters degree)

Diploma (license) thesis / Master dissertation advisor

Supervising theses or dissertations related to my teaching and research interests: Arduino and robotics, image processing/computer vision on desktop and also on mobile devices (Android), convolutional neural networks and artificial intelligence for advanced driver assistance (self driving vehicles). Contact me by email or office if you are interested.

Publications

Journals

Fully Convolutional Neural Network for Vehicle Speed and Emergency-Brake Prediction

Razvan Itu, Radu Danescu

Sensors Vol. 24, No. 1, 2024 Art. No. 212

Part-Based Obstacle Detection Using a Multiple Output Neural Network

Razvan Itu, Radu Danescu

Sensors Vol. 22, No. 12, 2022 Art. No. 4312

SST Anywhere—A Portable Solution for Wide Field Low Earth Orbit Surveillance

Radu Danescu, Razvan Itu, Mircea Paul Muresan, Ana Rednic, Vlad Turcu

Remote Sensing Vol. 14, No. 8, 2022 Art. No. 1905

Books & Book Chapters

Sistem de percepție monoculară folosind inteligență și viziune artificială

Razvan Itu

UTPRESS Cluj-Napoca 2021 ISBN: 978-606-737-537-4

Design with Microprocessors - Laboratory Guide

Radu Danescu, Mircea Paul Muresan, Razvan Itu, Tiberiu Marita

UTPRESS Cluj-Napoca 2018 ISBN: 978-606-737-337-0

Proiectare cu Microprocesoare - Indrumator de laborator

Radu Danescu, Mircea Paul Muresan, Razvan Itu

UTPRESS Cluj-Napoca 2018 ISBN: 978-606-737-336-3

Conferences

Active Learning for Semantic Segmentation with Area Disagreement

Flavius Cristian Fetean, Razvan Itu

IEEE 20th International Conference on Intelligent Computer Communication and Processing (ICCP 2024) pp. 1-6

On-Board Estimation of Vehicle Speed and the Need of Braking Using Convolutional Neural Networks

Razvan Itu, Radu Danescu

20th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2023) pp. 600-607

Predicting Emergency Braking in Vehicles Using a CNN with Sequential Image and Velocity Data

Razvan Itu, Radu Danescu

IEEE 19th International Conference on Intelligent Computer Communication and Processing (ICCP 2023) pp. 41-47

Object detection using part based semantic segmentation

Razvan Itu, Radu Danescu

IEEE 17th International Conference on Intelligent Computer Communication and Processing (ICCP 2021) pp. 227-231

MONet - Multiple Output Network for Driver Assistance Systems Based on a Monocular Camera

Razvan Itu, Radu Danescu

IEEE 16th International Conference on Intelligent Computer Communication and Processing (ICCP 2020) pp. 325-330

Contact

Email: razvan.itu {at} cs.utcluj.ro
Phone: +40 264 401 457
LinkedIn profile

Office: Room 37
26-28 George Baritiu Street
400027 Cluj-Napoca, Romania