امروز : چهارشنبه سی و یکم شهریور 1400
معرفی
روزبه رجبی :: استادیار گروه مخابرات
پنجشنبه دوازدهم آذر 1394 ساعت 5:26 ب ظ - توسط : مدیر پرتال


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روزبه رجبی

استادیار گروه مخابرات
دانشکده مهندسی برق و کامپیوتر
دانشگاه صنعتی قم
ایران، قم، صندوق پستی 1519-37195
rajabi -at- qut.ac.ir, rajabi -at- ieee.org
www.roozbehrajabi.net
Google Scholar

تحصیلات دانشگاهی:

دکترای مهندسی برق (مخابرات سیستم) (مهر 1388 تا تیر 1393) (معدل: 18.14)
دانشگاه تربیت مدرس، ایران، تهران
عنوان رساله: پردازش پیکسل‌های آمیخته در تصاویر ابرطیفی سنجش از دور، درجه عالی
استاد راهنما: دکتر محمد حسن قاسمیان یزدی

کارشناسی ارشد مهندسی برق (مهندسی پزشکی) (مهر 1386 تا شهریور 1388) (معدل: 18.40)
دانشگاه تربیت مدرس، ایران، تهران
عنوان پروژه: آنالیز تغییرات شکل موج T در سیگنال ECG
استاد راهنما: دکتر محمد حسن قاسمیان یزدی

کارشناسی مهندسی برق (مخابرات) (مهر 1381 تا شهریور 1386) (معدل: 16.55)
دانشگاه علم و صنعت، ایران، تهران
عنوان پروژه: کدهای توربو غیر سیستماتیک
استاد راهنما: دکتر وحید طباطباوکیلی


افتخارات:
شاگرد اول فارغ‌­التحصیلان کارشناسی ارشد گرایش مهندسی پزشکی دانشگاه تربیت مدرس سال 1388
رتبه اول آزمون دکترای تخصصی رشته مهندسی برق مخابرات سیستم دانشگاه تربیت مدرس سال 1388


موضوعات تحقیقاتی مورد علاقه:
سنجش از دور (پردازش تصاویر ابر طیفی)
     آنالیز پیکسل­های آمیخته
      طبقه ­بندی تصاویر ابر طیفی
پردازش سیگنال­های آماری
 جداسازی کور منابع (BSS)

پردازش سیگنال­های حیاتی
      آنالیز موج T در سیگنال ECG
    تخمین پتانسیل­های سطح بدن
     پردازش سیگنال ژنوم

تصویربرداری پزشکی کاربردی
     تصویربرداری الکتروکاردیوگرافیک (BSPM)
     تصویربرداری تشدید مغناطیسی کاربردی (fMRI)

تئوری کدینگ
    روش­های دکدینگ تکراری (کدهای توربو)

 
عضویت در مجامع علمی:
انجمن مهندسین برق و الکترونیک (IEEE) (از سال 2008 میلادی تاکنون)
جامعه‌های پردازش سیگنال، سنجش از دور، مهندسی پزشکی

داور مجلات European Journal of Remote Sensing، Springer Journal of Indian Society of Remote Sensing، IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

 

برنامه‌نویسی و مهارت‌های کامپیوتری:
برنامه‌نویسی و شبیه‌سازی کامپیوتری:

  • Microsoft Visual Studio .NET (C++, C#, Basic)
  • MATLAB & Simulink
  • o   Signal Processing
  • o   Image Processing
  • o   Neural Network
  • o   Control
  • o   Symbolic Mat
  • o   Wavelet
  • Code Composer Studio v3.3

 نرم‌افزارهای طراحی مدارهای الکترونیکی:

  • Orcad 16
  • Protel DXP 2004
  • Proteus 7

کار با پردازنده‌­های DSP شرکت Texas Instruments
راه‌اندازی و نگهداری شبکه‌های کامپیوتری
طراحی و برنامه‌نویسی صفحات وب

مهارت­های زبان:
تسلط به زبان انگلیسی (امتیاز آزمون تافل IBT 105 از 120)
تسلط به زبان فارسی

مقالات:

A. Estebsari and R. Rajabi, "Single Residential Load Forecasting Using Deep Learning and Image Encoding Techniques," Electronics, vol. 9, no. 1, Jan. 2020.

M. Shamsesalehi, Y. Attarizi, and R. Rajabi, "Power allocation and subchannel pairing for BER minimization in MIMO-OFDM AF relay systems," Annals of Telecommunications, vol. 75, pp. 175-184, Jan. 2020.

M. H. Safi, R. Rajabi, "Traffic Sign Recognition Using MobileNet Neural Network," 11th Iranian Conference on Machine Vision and Image Processing (MVIP 2020), Qom, Iran, Feb. 2020.

H. Moosavi, R. Rajabi, "Spectral Unmixing of Hyperspectral Images Using Block Sparse Structure," Iranian Conference on Signal Processing and Intelligent Systems (ICSIPS 2019), Shahrood, Iran, Dec. 2019.

S. Attari, R. Rajabi, "Data Fusion Algorithm for Cooperative Spectrum Sensing Based on LSTM Networks," Iranian Conference on Signal Processing and Intelligent Systems (ICSIPS 2019), Shahrood, Iran, Dec. 2019.

R. Rajabi and A. Estebsari, "Deep Learning Based Forecasting of Individual Residential Loads Using Recurrence Plots," 2019 IEEE Milan Power Tech, Milan, Italy, 2019.

M. Yazdani, A. Estebsari, M. Estebsari and R. Rajabi, "Markov Chain Modelling-Based Approach to Reserve Electric Vehicles in Parking Lots for Distribution System Energy Management," 2019 IEEE International Conference on Environment (EEEIC 2019), Genova, Italy, 2019.

S. Khoshsokhan, R. Rajabi and H. Zayyani, "Clustered multitask non-negative matrix factorization for spectral unmixing of hyperspectral data," in Journal of Applied Remote Sensing, vol. 13, no. 2, May 2019.

S. Khoshsokhan, R. Rajabi and H. Zayyani, "Sparsity-Constrained Distributed Unmixing of Hyperspectral Data," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 12, no. 4, pp. 1279-1288, April 2019.

S. Khoshsokhan, R. Rajabi and H. Zayyani, "Hyperspectral Unmixing based on Clustered Multitask Networks," 2018 4th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS), Tehran, Iran, pp. 131-134, 2018.

S. Khoshsokhan, R. Rajabi and H. Zayyani, "Distributed Unmixing of Hyperspectral Data with Sparsity Constraint", Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4/W4, pp. 145-150, 2017.

R. Rajabi and H. Ghassemian, "Spectral Unmixing of Hyperspectral Imagery using Multilayer NMF", IEEE Geoscience and Remote Sensing Letters, vol. 12, pp. 38-42, 2015.

R. Rajabi and H. Ghassemian, "Sparsity Constrained Graph Regularized NMF for Spectral Unmixing of Hyperspectral Data", Springer Journal of the Indian Society of Remote Sensing, pp. 1-10, 2014.

A. Jamshidi, A. Alidoosti, S. Givehchi, R. Rajabi, "A model for Security Vulnerability Assessment in the Oil Industry, Case study: Marine Oil Industry", Journal of Emergency Management, vol. 1, no. 1, pp. 61-67, Spring & Summer 2012.

R. Rajabi and H. Ghassemian, "Multilayer Structured NMF For Spectral Unmixing of Hyperspectral Images”, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2014), Lausanne, Switzerland, 2014.

 
R. Rajabi, H. Ghassemian, "Fusion of Hyperspectral and Panchromatic Images using Spectral Uumixing Results", International Conference on Sensors and Models in Photogrammetry and Remote Sensing (SMPR 2013), Tehran, Iran, 2013.
 
R. Rajabi, H. Ghassemian, “Hyperspectral Data Unmixing Using GNMF Method and Sparseness Constraint”, IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2013), Melbourne, Australia, 2013.
 
R. Rajabi, H. Ghassemian, "Unmixing of hyperspectral data using robust statistics-based NMF", 6th International Symposium on Telecommunications (IST 2012), Tehran, Iran, 2012.
 
R. Rajabi, M. Khodadadzadeh, H. Ghassemian, “Graph Regularized Nonnegative Matrix Factorization for Hyperspectral Data Unmixing”, 7th Iranian Machine Vision and Image Processing (MVIP 2011), Tehran, Iran, 2011.

M. Khodadadzadeh, R. Rajabi, H. Ghassemian, “A Novel Approach for Spectral-Spatial Classification of Hyperspectral Data Based on SVM-MRF Method”, IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), Vancouver, Canada, 2011.
 
M. Khodadadzadeh, R. Rajabi, H. Ghassemian, “Combination of region-based and pixel-based hyperspectral image classification using erosion technique and MRF model”, The 18th Iranian Conference on Electrical Engineering (ICEE 2010), Isfahan, Iran, 2010.

R. Rajabi, H. Ghassemian, “T-Wave Alternans Analysis using Lyapunov Exponents”, 2009 IEEE Symposium on Industrial Electronics & Applications (ISIEA09), Kuala Lumpur, Malaysia, 2009.

R. Rajabi, H. Ghassemian, “Body surface potentials estimation in electrocardiographic imaging”, 17th Iranian Conference on Electrical Engineering (ICEE 2009), Tehran, Iran, 2009.

 

سابقه آموزشی:

·         استادیار دانشگاه صنعتی قم (از سال 1393 تاکنون)
·         موسسه غیرانتفاعی صدرا تهران (از سال 1394 تاکنون)
·         دانشگاه آزاد اسلامی واحد تهران جنوب (از سال 1390 تا 1394)
·         دانشگاه صنعتی قم (از سال 1389 تا 1390)
·         دانشگاه آزاد اسلامی واحد شهر ری (از سال 1388 تا 1390)

تدریس دروس تخصصی مهندسی برق:
پردازش سیگنال‌ دیجیتال (DSP)، تجزیه و تحلیل سیگنال­ها و سیستم­ها، مخابرات 1 و 2، الکترونیک 1 و 2 و 3، الکترومغناطیس، میدان‌ها و امواج، آنتن، مدارهای منطقی، مدارهای الکتریکی 1 و 2، برنامه­ نویسی کامپیوتر به زبان ++C، آزمایشگاه الکترونیک 2 و 3، آزمایشگاه مدارهای منطقی، آزمایشگاه مدارهای مخابراتی


سابقه پژوهشی:

آزمایشگاه پردازش تصویر و آنالیز اطلاعات، دانشگاه تربیت مدرس، تهران
·         پردازش تصاویر ابرطیفی سنجش از دور
·         پردازش سیگنال و تصاویر پزشکی

شرکت مهندسین مشاور موننکو ایران، تهران
شرکت مهندسین مشاور شتاب آرش، تهران
·         طراحی و پیاده ­سازی نرم­ افزار طراحی شبکه­ های PLC
·         شبکه­ های مخابراتی صنعت برق

شرکت در کارگاه­های آموزشی:

·         کارگاه روش‌های مبتنی بر کرنل در پردازش تصاویر ابرطیفی، کنفرانس سنجش از دور، لوزان، سوئیس
·         کارگاه روش‌های غیرخطی جداسازی طیفی، کنفرانس سنجش از دور، ملبورن، استرالیا
·        دوره آموزشی کاربردی تخصصی پردازش بی­درنگ سیگنال­های دیجیتال با پردازنده­ های DSP Texas Instrument، دانشکده فنی، دانشگاه تهران
·         طراحی و پیاده‌­سازی ابزار دقیق مهندسی پزشکی (اصول و نمونه­ ها)، کنفرانس مهندسی برق، دانشگاه تربیت مدرس
·         سیگنالینگ GSM، شرکت مخابرات همراه اول، دانشگاه علم و صنعت ایران
·         اصول GSM، شرکت مخابرات همراه اول، دانشگاه علم و صنعت ایران

 

RSS
Introduction
Roozbeh Rajabi :: Assistant Professor of Electrical Engineering
سه شنبه دهم آذر 1394 ساعت 11:30 ق ظ - توسط : روزبه رجبی


 

Roozbeh Rajabi

 

 

Assistant Professor of ECE

Qom University of Technology (QUT)

Qom, Iran

 

 

rajabi at qut.ac.ir

rajabi at ieee.org

www.roozbehrajabi.net

 

 

Education

2009 - 2014

Ph.D. in Electrical Engineering (Communications)

Tarbiat Modares University (TMU), Tehran, Iran

GPA: 18.14/20

Thesis title: “Mixed Pixel Analysis in Hyperspectral Imagery”

Supervisor: Prof. Hassan Ghassemian

   

 

2007 - 2009

M.Sc. in Electrical Engineering (Biomedical Engineering)

Tarbiat Modares University (TMU), Tehran, Iran

GPA: 18.40/20

Thesis title: “T-wave Alternans Analysis in the ECG signal”

Supervisor: Prof. Hassan Ghassemian

   

 

2002 - 2007

B.Sc. in Electrical Engineering (Communications)

GPA: 16.55/20

Iran University of Science & Technology (IUST), Tehran, Iran

Thesis title: “Nonsystematic Turbo codes”

Advisor: Prof. Vahid Tabatabavakili

   

Work
Experience

2014 Present

Assistant Professor of Electrical and Computer Engineering

Faculty of ECE

Communications and Electronics Department

Qom University of Technology (QUT), Qom, Iran

Main Duties: Teaching, Research, Administrative Duties

 

2012 - 2014

Senior Software Developer

Geoinformatics Research Institute, University of Tehran, Tehran, Iran

Main Duties: Developing Dust Detection Software Using Satellite Images

 

2010 - 2012

Senior Software Developer

Shetab Aresh Consulting Engineers, Tehran, Iran

Main Duties: Developing PLC and Fiber Optics Management Software

 

2006 - 2010

Communications Engineer and Software Developer

Monenco Iran Consulting Engineers, Tehran, Iran

Main Duties: Developing Power Line Carrier (PLC) Management Software

   

Administrative
Experience

Qom University of Technology, Qom, Iran

Director of Central Library and University Press (May 2020 – Present)

Director of Industrial Relations and Entrepreneurship (May 2019 – May 2020)

Head of Communications and Electronics Department (September 2016 – January 2019)

Head of Central Laboratory (May 2016 - September 2018)

   

Research

Interests

Machine Learning

Deep Learning

Natural Language Processing (NLP)

Generative Adversarial Network (GAN)

Geoscience & Remote Sensing

Unmixing of Hyperspectral Data

Classification of Hyperspectral Images

Intelligent Transportation Systems

License Plate Recognition

Traffic Sign Recognition

Biomedical Signal and Image Processing

T-wave Alternans Detection in the ECG Signal

Medical Image Analysis (MRI, CT, Ophthalmic)

Genomic Signal Processing

Statistical Signal Processing

Blind Source Separation (BSS)

   

Teaching
Experience

Assistant Professor, Qom University of Technology, Qom, Iran (2014 - Present)

Graduate Courses Taught: Pattern Recognition, Digital Image Processing, Advanced DSP, Research Methods.

Undergraduate Courses Taught: Digital Signal Processing (DSP), Fundamentals of Communications Systems, Signals and Systems, Communication Circuits Lab, DSP Lab, MATLAB Workshop, Raspberry Pi Workshop.

 

Sadra Institute of Higher Education (2016 - 2020)

Graduate Courses Taught: Neural Networks, Digital Image Processing, Advanced DSP.

Undergraduate Courses Taught: Digital Signal Processing (DSP), Digital Communications, Fundamentals of Communications Systems.

 

Azad University, South Tehran Branch, Tehran, Iran (2012 - 2014)

Courses Taught: Digital Communications, Signals and Systems, Communication Circuits Lab.

 

Qom University of Technology, Qom, Iran (2011 - 2012)

Courses Taught: Fundamentals of Communication Systems, Microelectronics II, Circuits I

 

Azad University, Shahr-e-Rey Branch, Tehran, Iran (2010 - 2012)

Courses Taught: Microelectronics I, Digital Design, Microelectronics II & III Lab., Computer Programming C++, Circuits I & II

   

Projects

Design and implementation of traffic sign recognition system

Stakeholder: Qom University of Technology, Qom, Iran, 2018

Design and implementation of dust detection system

Stakeholder: Atmospheric Science & Meteorological Research Center, Tehran, Iran, 2016

Design and implementation of JOSHAN risk management software

Stakeholder: Risk Management Research Center, Tehran, Iran, 2013

Design and implementation of privatization laws and regulations system

Stakeholder: Iranian Privatization Organization, Tehran, Iran, 2015

Design and implementation of PLC and fiber optics management software

Stakeholder: Iran Grid Management Company, Tehran, Iran, 2012

Design and implementation of PLC management software

Stakeholder: Mazandaran Regional Electric Company, Mazandaran, Iran, 2011

Design and implementation of PLC management software

Stakeholder: Yazd Regional Electric Company, Yazd, Iran, 2010

   

Professional Membership

IEEE Member (since 2014)

Advisor of IEEE QUT Student Branch (since 2014)

IEEE Geoscience and Remote Sensing Society (since 2010)

IEEE Engineering in Medicine & Biology Society (2008 - 2012)

IEEE Signal Processing Society (Since 2009)

IEEE Communications Society (2008)

IEEE Graduate Student Member (2008-2014)

Member of IT Committee of Iranian Society of Smart Grid (2018-present)

Scientific Committee Member and Technical Session Chair of Machine Vision and Image Processing (MVIP 2020) Conference

Active Reviewer of ISI Journals:

IEEE Geoscience and Remote Sensing Letters (GRSL)

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)

IEEE Transactions on Geoscience and Remote Sensing (TGRS)

IEEE Transactions on Image Processing (TIP)

SPIE Journal of Applied Remote Sensing (JARS)

Journal of Intelligent and Fuzzy System (JIFS)

T and F International Journal of Remote Sensing

T and F Remote Sensing Letters

   

Programming

&

Computer Skills

Python

scikit-learn, Keras, TensorFlow, OpenCV

MATLAB & Simulink

Toolboxes: Signal Processing, Image Processing, Computer Vision, Deep learning, Communications, Control Systems, Symbolic Math, Wavelet

Microsoft Visual Studio .NET

C++, C#, VB

Circuit Design Software

OrCAD, Altium Designer, Proteus, Multisim

Web Programming

ASP.NET, PHP, SQL Server, Django

Document Preparation System

LaTeX, Microsoft Office Collection

   

Language Skills

Fluent in English (TOEFL IBT Score: 105/120 (Exam Year: 2009))

Native in Persian

   

Publications

A. Estebsari and R. Rajabi, "Single Residential Load Forecasting Using Deep Learning and Image Encoding Techniques," Electronics, vol. 9, no. 1, Jan. 2020.

 

M. Shamsesalehi, Y. Attarizi, and R. Rajabi, "Power allocation and subchannel pairing for BER minimization in MIMO-OFDM AF relay systems," Annals of Telecommunications, vol. 75, pp. 175-184, Jan. 2020.

 

M. H. Safi, R. Rajabi, "Traffic Sign Recognition Using MobileNet Neural Network," 11th Iranian Conference on Machine Vision and Image Processing (MVIP 2020), Qom, Iran, Feb. 2020. (in Persian)

 

H. Moosavi, R. Rajabi, "Spectral Unmixing of Hyperspectral Images Using Block Sparse Structure," Iranian Conference on Signal Processing and Intelligent Systems (ICSIPS 2019), Shahrood, Iran, Dec. 2019. (in Persian)

 

S. Attari, R. Rajabi, "Data Fusion Algorithm for Cooperative Spectrum Sensing Based on LSTM Networks," Iranian Conference on Signal Processing and Intelligent Systems (ICSIPS 2019), Shahrood, Iran, Dec. 2019. (in Persian)

 

R. Rajabi and A. Estebsari, "Deep Learning Based Forecasting of Individual Residential Loads Using Recurrence Plots," 2019 IEEE Milan Power Tech, Milan, Italy, 2019.

 

M. Yazdani, A. Estebsari, M. Estebsari and R. Rajabi, "Markov Chain Modelling-Based Approach to Reserve Electric Vehicles in Parking Lots for Distribution System Energy Management," 2019 IEEE International Conference on Environment (EEEIC 2019), Genova, Italy, 2019.

 

S. Khoshsokhan, R. Rajabi and H. Zayyani, "Clustered multitask non-negative matrix factorization for spectral unmixing of hyperspectral data," Journal of Applied Remote Sensing, vol. 12, no. 4, pp. May 2019.

 

S. Khoshsokhan, R. Rajabi and H. Zayyani, "Sparsity-Constrained Distributed Unmixing of Hyperspectral Data," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 12, no. 4, April 2019.

 

S. Khoshsokhan, R. Rajabi, H. Zayyani, "Hyperspectral Unmixing Based on Clustered Multitask Networks", Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS 2018), Tehran, Iran, 2018.

 

Z. Rostami, R. Rajabi, "Performance Evaluation of SVM and FFNN Classifier for Cardiac Arrhythmias Classification using Wavelet Features", Electronics Industries, vol. 9, no. 1 pp. 47-54. (in Persian)

 

V. Abdollahi, H. Zayyani, R. Rajabi, "Phase Based Arrival Angle Estimation in Linear Arrays", National Conference on New Technologies in Electrical and Computer Engineering, Isfahan, Iran, 2018. (in Persian)

 

S. Khoshsokhan, R. Rajabi, H. Zayyani, "Distributed Unmixing of Hyperspectral Data with Sparsity Constraint", International Conference on Sensors and Models in Photogrammetry and Remote Sensing (SMPR 2017), Tehran, Iran, 2017.

 

A. H. Alirezaei, R. Rajabi, "Iranian Traffic Signs Recognition using Image Processing on Raspberry PI", The 16th International Conference on Traffic and Transportation Engineering (ICTTE 2017), Tehran, Iran, 2017. (in Persian)

 

H. Moosavi Azarang, R. Rajabi, "Smart Traffic Light using Image Processing on Raspberry PI", The 2nd Iran Intelligent Transportation Systems Congress (ITS Congress 2017), Tehran, Iran, 2017. (in Persian)

 

Z. Rostami, R. Rajabi, "ECG Beats Classification based on Wavelet Features using SVM and FFNN Classifiers", 18th Iranian Student Conference on Electrical Engineering (ISCEE 2015), Mashhad, Iran, 2015. (in Persian)

 

R. Rajabi, H. Ghassemian, "Spectral Unmixing of Hyperspectral Imagery using Multilayer NMF", IEEE Geoscience and Remote Sensing Letters, vol. 12, pp. 38-42, 2015.

 

R. Rajabi, H. Ghassemian, "Sparsity Constrained Graph Regularized NMF for Spectral Unmixing of Hyperspectral Data", Springer Journal of the Indian Society of Remote Sensing, vol. 43, pp. 269-278, 2015.

 

A. Jamshidi, A. Alidoosti, S. Givehchi, R. Rajabi, "A model for Security Vulnerability Assessment in the Oil Industry, Case study: Marine Oil Industry", Journal of Emergency Management, vol. 1, no. 1, pp. 61-67, Spring & Summer 2012. (in Persian)

 

R. Rajabi, H. Ghassemian, "Multilayer Structured NMF For Spectral Unmixing of Hyperspectral Images”, IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2014), Lausanne, Switzerland, 2014.

 

R. Rajabi, H. Ghassemian, "Fusion of Hyperspectral and Panchromatic Images using Spectral Unmixing Results", International Conference on Sensors and Models in Photogrammetry and Remote Sensing (SMPR 2013), Tehran, Iran, 2013.

 

R. Rajabi, H. Ghassemian, "Hyperspectral data unmixing using GNMF method and sparseness constraint", IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2013), Melbourne, Australia, 2013.

 

R. Rajabi, H. Ghassemian, "Unmixing of Hyperspectral Data using Robust Statistics-based NMF", The 6th International Symposium on Telecommunications (IST 2012), Tehran, Iran, 2012.

 

R. Rajabi, M. Khodadadzadeh, H. Ghassemian, "Graph Regularized Nonnegative Matrix Factorization for Hyperspectral Data Unmixing", 7th Iranian Machine Vision and Image Processing (MVIP 2011), Tehran, Iran, 2011.

 

M. Khodadadzadeh, R. Rajabi, H. Ghassemian, "A novel approach for spectral-spatial classification of hyperspectral data based on SVM-MRF method", IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), Vancouver, Canada, 2011.

 

M. Khodadadzadeh, R. Rajabi, H. Ghassemian, “Combination of region-based and pixel-based hyperspectral image classification using erosion technique and MRF model”, The 18th Iranian Conference on Electrical Engineering (ICEE 2010), Isfahan, Iran, 2010.

   

 

R. Rajabi, H. Ghassemian, “T-Wave Alternans Analysis using Lyapunov Exponents”, 2009 IEEE Symposium on Industrial Electronics & Applications (ISIEA09), Kuala Lumpur, Malaysia, 2009.

   

 

R. Rajabi, H. Ghassemian, “Body surface potentials estimation in electrocardiographic imaging”, 17th Iranian Conference on Electrical Engineering (ICEE 2009), Tehran, Iran, 2009. (in Persian)

   
   

MSc Theses Supervised

Sara Khoshsokhan, Thesis Title: “Distributed Spectral Unmixing of Hyperspectral Images”, Oct. 2017.

 

Mahdi Alipour Masoumabad, Thesis Title: “Design, analyze and simulation of a novel Leaky Wave Antenna with the ability of 50 degrees beam-scan angle and the gain of 10 dB”, Feb. 2019.

 

Hossein Moosavi Azarang, Thesis Title: “Spectral Unmixing of Hyperspectral Images Based on Block Sparse Structure”, Nov. 2019.

 

Sobhan Attari, Thesis Title: “Data Fusion Algorithm for Cooperative Spectrum Sensing Based on Long Short-Term Memory”, Feb. 2020.

 

Mohamad Hadi Safi, Thesis Title: “Traffic Signs Recognition Using Deep Learning”, Under Supervision.

 

Mojtaba Shahidi Zandi, Thesis Title: “Iranian License Plate Recognition Using Deep Learning”, Under Supervision.

 

Abbas Naghavian, Thesis Title: “Design and simulation of flat lens using theory of transformation optics method”, Under Supervision.

 

Elahe Khoshbakhti, Thesis Title: “Load Forecasting in Smart Grid Networks using Deep Pooling RNN”, Under Supervision.

 

Farzaneh Fayegh, Thesis Title: “Iris recognition using deep learning based on capsule network architecture”, Under Supervision.

 

Masoumeh Momeni, Thesis Title: “No-Reference Hyperspectral Image Quality Assessment Using Deep Learning”, Under Supervision.

 

Nafiseh Rezaei, Thesis Title: “Electricity price forecasting in smart grids using recurrent neural networks”, Under Supervision.

 

Zahra Montazeri, Thesis Title: “Channel estimation in massive MIMO systems using LSTM networks”, Under Supervision.

 

   

MSc Theses Advised

Vahid Abdollahi, “Phase-Based DOA Estimation”, Jan. 2018.

 

Nasrin Sadeghi, “Linear Agebra and Numerical Analysis for Image Cryptography”, Jan. 2018.

 

Mohamad Shams Salehi, “Simulation and Optimization of Relay Matrix in MIMO-OFDM AF Relay Systems”, Feb. 2019.

   

Awards

&

Honors

Outstanding Paper Award for the paper “Hyperspectral Unmixing Based on Clustered Multitask Networks”, ICSPIS 2018

 

Ph.D. Scholarship

Iran Ministry of Science, Research and Technology, 2012

 

IEEE Student Travel Support to Attend IGARSS 2013 in Melbourne, Australia, July 2013

 

Ranked 1st among participants of Ph.D. entrance examination

Tarbiat Modares University, 2009

 

Ranked 1st among M.Sc. students of Biomedical Engineering

Tarbiat Modares University, Entrance 2007

 

Between Top 10 B.Sc. students of Electrical Engineering

Iran University of Science and Technology, Entrance 2002

   

General

Interests

Climbing

Photography

My Photoblog: http://www.roozbehrajabi.net/photography

Playing Chess

Member of Tarbiat Modares University Chess Team (2008-2010)

Web Design & Programming