Education

  • M.Sc. in Electrical Engineering (Communication Systems), Shiraz University of Technology, 2022
  • B.S. in Electrical Engineering, University of Birjand, 2019

Research Interests

  • Computer Vision
  • Wireless networks
  • Signal Processing
  • Machine Learning
  • Reinforcement Learning
  • Deep Learning
  • Image Processing

Publications

  • N. Heydari, J. Norouzi, M.S. Helfroush, and H. Danyali. ”Dynamic Hand Gesture Recognition with 2DCNN-LSTM and Improved Keyframe Extraction” ICCKE2024 (Under Review)
  • J. Norouzi, M.S. Helfroush, A. Liaghat, and H. Danyali. ”Beyond Outlier Removal: Integrated Ensemble Matching for Accurate Image Keypoint Correspondence” in Knowledge-Based Systems (Under Review)
  • A. Liaghat, M.S. Helfroush, J. Norouzi and H. Danyali. ”OS-CycleGAN: Modified CycleGAN-based Descriptors for Optical and SAR Image Matching” in IEEE Transactions on Geoscience and Remote Sensing (Under Review)
  • J. Norouzi, M.S. Helfroush, A. Liaghat, and H. Danyali. ”A Deep-Based Approach for Multi-Descriptor Feature Extraction:Applications on SAR Image Registration” Expert Systems With Applications 2024 Nov 15;254:124291
  • J. Norouzi, M.S. Helfroush, A. Liaghat, and H. Danyali. ”Robust Feature-Based Image Matching Through Dual Descriptors (Presented Orally). 2024 International Conference on Advanced Technology (ICAT) ”
  • A. Liaghat, M.S. Helfroush, J. Norouzi, and H. Danyali. ”Airborne SAR to Optical Image Registration Based on SAR Georeferencing and Deep Learning Approach,” in IEEE Sensors Journal, vol. 23, no. 21, pp. 26446-26458, 1 Nov.1, 2023, doi: 10.1109/JSEN.2023.3314608.
  • J. Norouzi, A. Liaghat, M.S. Helfroush, and H. Danyali. ”VGG16-based Feature Fusion For Image Kyepoint Description,” 2023 31st International Conference on Electrical Engineering (ICEE), Tehran, Iran, Islamic Republic of, 2023, pp. 1005-1009, doi: 10.1109/ICEE59167.2023.10334668.

  • J. Norouzi, A. Liaghat, M.S. Helfroush, and H. Danyali. ”A Novel Deep Learning Framework For Image KeyPoint Description,” 2022 12th International Conference on Computer and Knowledge Engineering (ICCKE), Mashhad, Iran, Islamic Republic of, 2022, pp. 332-336, doi: 10.1109/ICCKE57176.2022.9960057.

    Languages

    • Persian (Native)
    • English (Fluent)

    Technical Skills

    • Programming Languages:
      • C++, Python, Matlab,JavaScript, Julia
    • Developer tools
      • GNU/Linux, Git, Qt Creator, VS Code, Anaconda
    • Libraries
      • TensorFlow, Pytorch, OpenCV, SciKit Learn, SciKit Image, GeeMap
    • Other Computer Skills
      • Latex, Qt, QML, CSS, HTML

    Selected Projects

    • Lactic Acid Threshold Detection via Breathing Pattern
      • Developed a method to identify the ventilatory threshold using audio-recorded breathing signals. This technique is particularly valuable in fitness and training applications, enabling athletes to determine if they have reached their optimal workout intensity.
    • Quadratic Mirror Filter Bank Demo
      • A graphical interface for applying filters to discrete signals in real time in C++. A quadratic mirror filter bank wasused, and the graphical interface was implemented using Qt and QML. This project was a part of the ADSP course. github.com/ShowStopperTheSecond/QMFB
    • Finger Print Verification on Low-quality Images
      • Enhancing fingerprint ridges on different angles to help better verification of low-quality fingerprint images. This was part of the Digital Image Processing course. github.com/ShowStopperTheSecond/FingerPringRidges
    • Image WaterMarking By Using Pseudo Random Sequences
      • Hiding a watermark in digital art imagery to track their ownership with the minimum loss in quality. This was part of the image watermarking course. github.com/ShowStopperTheSecond/imgWaterMarking
    • Presence Logger
      • A presence logger using Arduino and fingerprint sensors. The designed logger could record the entry and departure times of employees. This was the summer internship project I took at TechVico, a startup to create smart wheelchairs for disabled patients.
    • 5G Antenna
      • The final bachelor project involving the design of a 5G antenna using the High-Frequency Structure Simulator (HFSS). The designed antenna could show a good gain in the 5G frequency band.

    Honors and Awards

    • Ranked 3rd among graduate master students of System Telecommunications (Shiraz, Iran, 2022)

    • The 1st team IPCC(International Programming Collegiate Contest) at the University of Birjand (Birjand, Iran, 2018)

    • The 1st team IPCC(International Programming Collegiate Contest) at the University of Birjand (Birjand, Iran, 2017)

    • The 1st place in programming competitions under 15 years old in Shiraz district, 1 (Shiraz, Iran, 2009)