شنبه، 1 مهر 1396 تماس با ما نقشه سایت صفحه اصلی English
 
 
 
 
     

حسین ابراهیم نژاد
مرتبه علمی :استاد
تخصص : Electrical Engineering & Computer Science
زمینه های تحقیقاتی : Computer Vision 3D Model Reconstruction Pattern Analysis and Machine Intelligence Video and Multimedia Processing Image Understanding and Scene Analysis Image and Video Communication Image and Video Coding Audio Visual Speech Proccessing Object Detection
مراکز تحقیقاتی :Computer Vision Research Lab

پست الکترونیکی: ebrahimnezhad@sut.ac.ir
شماره تلفن: 04133459343
شماره فکس: 04133444322
رزومه:
Hossein Ebrahimnezhad, PhD

Professor of Electrical Engineering & Computer Science
 
Personal:

Hossein Ebrahimnezhad Sadigh
Tel.: (+9841) 3345 9343
Fax: (+9841) 3344 4322
Email: ebrahimnezhad@sut.ac.ir

Professional Experience:
  • [1996- Now ] Member of academic staff, Faculty of Electrical Engineering, Sahand University of Technology, Tabriz, Iran.
  • [1996- 2007] Lecturer, Faculty of Electrical Engineering, Sahand University of Technology, Tabriz, Iran.
  • [2007- 2013] Assistant Professor, Faculty of Electrical Engineering, Sahand University of Technology, Tabriz, Iran.
  • [2013- 2017] Associate Professor, Faculty of Electrical Engineering, Sahand University of Technology, Tabriz, Iran.
  • [2017- Now ] Full Professor, Faculty of Electrical Engineering, Sahand University of Technology, Tabriz, Iran.

Education:
  
  • [1989-1993] B.Sc.: Faculty of Engineering, University of Tabriz, Electronics Eng.
  • [1993-1995] M.Sc.: Faculty of Electrical Engineering, K.N.Toosi Univ. of Tech., Tele-Communication Systems Eng.
  • [2003-2007] Ph.D. : Dept. of Electrical and Computer Engineering, School of Engineering, Tarbiat Modares University, Communication Systems Eng., Thesis title: "3D Model Reconstruction by Silhouette, Stereo and Motion Features Fusion", Supervisor: Professor H. Ghassemian.

Professional Membership:
 
  • Member of IEEE
  • Member of Iranian Society of Machine Vision and Image Processing (ISMVIP)

 Areas of Interests:
 

  • Computer Vision 
     
  • Signal, Speech, Image and Video Processing 
     
  • Computer Graphics
     
  • 3D Model Reconstruction, Processing, Retrieval, Animation, Compression
     
  • Pattern Analysis and Machine Intelligence
     
  • 2D and 3D Shape Analysis, Classification,  Retrieval
     
  • Multimedia Processing
     
  • Image Understanding and Scene Analysis
     
  • Object Detection and Categorization
     
  • Image and Video Communication, Coding, Retrieval
     
  • Audio Visual Speech Processing
     
  • Human Pose Detection and Tracking
     
  • Hand Gesture Recognition and Pose Tracking


Teaching Experience:
 

  • Under Graduate: Electrical circuits-II, Physics of Electronics, Communication Systems, Microprocessor Systmes, Pulse Technique, Computer Networks.
     
  • Graduate: Computer Vision, Soft computing, Video Processing and Coding, Speech Processing, Advanced Digital Communication, 3D Geometry Processing, Computational Geometry, Image and Video Understanding.

Journal Publications:
 

  1. H. Ebrahimnezhad, H. Ghassemian, “3D Model Reconstruction by Silhouette, Stereo and Motion Features Fusion”, Iranian Journal of Electrical and Computer Engineering, Vol.3, No.1, pp.18-28, Summer 2005, (printed in Persian) (ISC).
     
  2. H. Ebrahimnezhad, H. Ghassemian, “Robust Motion from Space Curves and 3D Reconstruction from Multiviews Using Perpendicular Double Stereo Rigs, Journal of Image and Vision Computing, Elsevier, Vol 26, No.10, pp. 1397-1420, Oct. 2008 (ISI-JCR). 
     
  3. M. Emambakhsh, H. Ebrahimnezhad, M.H. Sedaaghi, "Integrated Region-Based Segmentation Using Color Components and Texture Features with Prior Shape Knowledge", International Journal of Applied Mathematics and Computer Science, Vol. 20, No. 4, pp. 711-726, Dec. 2010 (ISI-JCR). 
     
  4. S. Zare, A.Ghaffarpour Rahbar, H. Ebrahimnezhad, "A 2-level FEC mechanism joint with cross-layer superposition coded multicast for robust IPTV service over WiMAX", Wireless Networks, Vol. 17, No. 5, pp. 1203-1216, Jul. 2011 (ISI-JCR).  
     
  5. M. Ramezani, H. Ebrahimnezhad, "A Novel 3D Object Categorization and Retrieval System Using Geometric Features", International Journal of Information and Communication Technology Research (IJICTR), Vol.4, No.1, pp.9-20 , Dec. 2011 (ISC).  
     
  6. N. Alijanpour, H. Ebrahimnezhad, A. Ebrahimi, "Hand static gesture recognition using HMM based on curvature gradient of occluding contour", Journal of Intelligent Procedures in Electrical Technology (JIPET), Vol.3, No.10, pp.33-42, Summer 2012 (printed in Persian).
     
  7. G. Khademi, H. Ebrahimnezhad, "Multi-view based 3D Human Pose Estimation by Fitting the Projection of 3D Articular Skeleton Model in Silhouette Images", Journal of Signal and Data Processing (JSDP), Vol.9, No.1, Serial 17,  pp.3-18 , 2012 (printed in Persian) (ISC).
     
  8. A. Goshvarpour, H. Ebrahimnezhad, A. Goshvarpour,"Classification of Epileptic EEG Signals using Time-Delay Neural Networks and Probabilistic Neural Networks", International Journal of Information Engineering and Electronic Business, (IJIEEB), Vol.5, No.1, pp.59-67, May. 2013.
     
  9. A. Goshvarpour, H. Ebrahimnezhad, A. Goshvarpour, "Shape Classification Based on Normalized Distance and Angle Histograms Using PNN", International Journal of Information Technology and Computer Science(IJITCS), Vol. 5, No. 9, pp. 65-72, Aug. 2013.
     
  10. S. Khoshnoud, H. Ebrahimnezhad, "Classification of Arrhythmias Using Linear Predictive Coefficients and Probabilistic Neural Network",  Applied Medical Informatics, Vol. 33, No. 3, pp. 56-63, 2013.  
     
  11. A.M. Molaei, H. Ebrahimnezhad, M.H. Sedaaghi, "A Blind Fragile Watermarking Method for 3D Models based on Geometric Properties of Triangles", 3D Research, Springer, Vol. 4, No. 4, Dec. 2013 (ISI).
     
  12. A.M. Molaei, M.H. Sedaaghi, H. Ebrahimnezhad, "A Blind Steganography based on Reed-Solomon Codes and Optimal Substitution Table with ImprovingPayload and Robustness", Tabriz Journal of Electrical Engineering (TJEE), Vol.43, No.2, pp.43-59, Winter 2013.
     
  13.  M. Ghaseri, H. Ebrahimnezhad, "Facial Image Retrieval by Combining Gradient Histogram and Local Binary Pattern",  Journal of Machine Vision and Image Processing, (JMVIP), Vol. 1, No. 1, pp. 58-68, Summer 2013, (printed in Persian).
       
  14. M. Ramezani, H. Ebrahimnezhad, "3D Model Pose Estimation and Alighnment by Error Minimization in Silhouette Images",  Journal of Machine Vision and Image Processing, (JMVIP), Vol. 1, No. 1, pp. 28-43, Summer 2013, (printed in Persian).
     
  15. Z. Mousavian, H. Ebrahimnezhad, "Persian Static Sign Language Recognition using a New Shape Descriptor",  Journal of Machine Vision and Image Processing,  Vol. 1, No. 2, pp. 57-66, Winter 2013, (printed in Persian). 
      
  16. A. Momennezhad, M. Shamsi, H. Ebrahimnezhad, H.Saberkari, "Classification of EEG-P300 Signals Extracted from Brain Activities in BCI Systems using ν-SVM and BLDA Algorithms",  Applied Medical Informatics, Vol. 34, No. 2, pp. 23-35, 2014.
     
  17. A. Momennezhad, H. Ebrahimnezhad, M.Shamsi, L.Asgharian, "Brain Activity EEG-P300 Signal Categorization from LPC based Estimation of Signal using Fisher Linear Discriminant Analysis", International Journal of Intelligent Computing in Medical Sciences & Image Processing (IC-MED), Taylor & Fransis, Vol. 6, No.1, pp. 17-26, Aug. 2014. 
     
  18. M. Mirloo, H. Ebrahimnezhad, "Semantic Segmentation of 3D Model Objects based on Salient Points and Core Extraction", Journal of Signal and Data Processing (JSDP), Vol.11, No.1, Serial 21,  pp. 59-72, Summer 2014 (printed in Persian) (ISC) .  
     
  19. S. Mansouri, H. Ebrahimnezhad, "3D Model Compression using Non-Linear System based on Curvature Feature", Journal of Nonlinear Systems in Electrical Engineering (JNSEE), Vol. 2, No. 2, pp. 72-87, Fall 2014 (printed in Persian) (ISC) . 
     
  20. V. Mehrdad, H. Ebrahimnezhad, "3D Model Retrieval Based on Linear Prediction Coding in Cylindrical and Spherical Projections using SVM-OSS", Multimedia Tools and Applications, Springer, Vol. 74, No. 4, pp. 1511-1535, Feb. 2015 (ISI-JCR) .
     
  21. G. Malekshahi, H. Ebrahimnezhad, "Detection and Removal of Rain from Video Using Predominant Direction of Gabor Filters", Journal of Information Systems and Telecommunication (JIST), Vol. 3, No. 1, pp. 41-49,  Winter 2015 (ISC) .
     
  22. M. Anvaripour, H. Ebrahimnezhad, "Accurate Object Detection Using Local Shape Descriptors", Pattern Analysis and Applications , Springer,  Vol. 18, No. 2, pp 277-295, May 2015 (ISI-JCR) . 
        
  23. B. Maleki, H. Ebrahimnezhad, "Intelligent Visual Mouse System Based on Hand Pose Trajectory Recognition in Video Sequences", Multimedia Systems, Springer, Vol. 21, No. 6, pp 581-601, Nov. 2015 (ISI-JCR) . 
      
  24. V. Mehrdad, H. Ebrahimnezhad, "3D Object Retrieval Based on Histogram of Local Orientation using One-Shot Score Support Vector Machine", Frontiers of Computer Science, Springer, Vol. 9, No. 6, pp. 990-1005, Dec. 2015 (ISI-JCR) .
     
  25. S. Mansouri, H. Ebrahimnezhad, "Segmentation Based Semi-Regular Remeshing of 3D Models Using Curvature Adapted Subdivision Surface Fitting", Journal of Visualization, Springer, Vol. 19, No. 1, pp. 141-150, Feb. 2016 (ISI-JCR).
     
  26. Kh.Mahdikhanlou, H.Ebrahimnezhad, "Shape Classification Based on Geometric Features of Evolution Points via Sparse Representation", International Journal on Artificial Intelligence Tools, Worldscientific, Vol. 25, No. 3, pp. 1650010-1:23 , June 2016 (ISI-JCR).
      
  27. A.M. Molaei, H. Ebrahimnezhad, M.H. Sedaaghi, "A Robust and Blind 3D Mesh Watermarking in Spatial Domain Based on Faces Categorization and Sorting", 3D Research, Springer, Vol. 7, No. 2, pp. Art-11, June 2016 (ISI)
     
  28. S. Mansouri, H. Ebrahimnezhad, "Efficient Axial Symmetry Aware Mesh Approximation with Application to 3D Pottery Models", Multimedia Tools and Applications, Springer, Vol. 75, No.14, pp. 8347-8379, July 2016 (ISI-JCR) .
     
  29. L. Asgharian, H. Ebrahimnezhad, "Animating of Carton Characters by Skeleton based Articular Motion Transferring of Other Objects", Journal of Signal and Data Processing (JSDP), Vol.13, No. 2, Serial 28,  pp. 71-89, Summer 2016 (printed in Persian) (ISC) .  
     
  30. Kh. Mahdikhanlou, H. Ebrahimnezhad, "Shape based Object Retrieval using Descriptors Extracted from Growing Contour Process", Journal of Signal and Data Processing (JSDP), Vol. 13, No. 3, Serial 29,  pp. , Autumn 2016 (printed in Persian) (ISC) .  
      
  31. P. Salehpour, H.Balazadeh Bahar,G.Karimian, H.Ebrahimnezhad, "Adaptive Bit-Plane Probability and Wavelet Based Ucler Detection in Wireless Capsule Endoscopy Images",Biomedical Engineering: Applications, Basis and Communications, Worldscientific, Vol. 28, No. 4, pp. 1650029-1:10, Aug. 2016 (ISI)
      
  32. F. Amini, H. Ebrahimnezhad,"Skeleton based Non rigid Shape Matching", Bulletin de la Société Royale des Sciences de Liège, Vol. 85, pp. 1188 - 1194, Oct 2016 (ISI).  
     
  33. M. Hajizadeh, H. Ebrahimnezhad, "Predictive Compression of Animated 3D Models by Optimized Weighted Blending of Key-Frames", Computer Animation and Virtual Worlds, Wiley, Vol. 27, No. 6, pp. 556–576, Nov./Dec. 2016 (ISI-JCR) .
      
  34. A.M. Molaei, M.H. Sedaaghi, H. Ebrahimnezhad, "Steganography Scheme Based on Reed-Muller Code with Improving Payload and Ability to Retrieval of Destroyed Data for Digital Images", Amirkabir International Journal of Science & Research Electrical and Electronics Engineering (AIJ-EEE), Vol. 49, No. 1, pp. 61-70, Spring 2017 (ISC).
      
  35. S. Nikzad, H. Ebrahimnezhad, "Two-Person Interaction Recognition from Bilateral Silhouette of Key Poses", Journal of Ambient Intelligence and Smart Environments, IOS Press, Vol. 9, No. 4, pp. 483-499, July/Aug. 2017 (ISI-JCR).
     
  36. M. Mirloo, H. Ebrahimnezhad, "Non-rigid 3D Object Retrieval using Directional Graph Representation of Wave Kernel Signature", Multimedia Tools and Applications, Springer, Vol. , No. , pp. , (article in press), Published Online: Apr. 2017 (ISI-JCR) .

     
Conference Publications:
 
  1. H. Asjadi, H. Ebrahim Nezhad, “A New Algorithm for Signal Reconstruction from the Phase of Bispectrum and its Applications in Image Enhancement” Sixth International Conference on Image Processing and its Applications. (IPA97), IEE, Dublin, Ireland, Vol.1 , No443, pp. 298-302, 1997.
     
  2. H. Ebrahimnezhad, H. Asjadi, "Image Reconstruction Using Third Order Spectrum", Proceeding of 5th Iranian Conference on Electrical Engineering (ICEE-97), vol. 5, pp. 286-293, Tehran, Iran., May 1997, (printed in Persian).
     
  3. H. Ebrahimnezhad, F. Fattahi, “Design of SMES system for Azarbaijan Electrical network with Fuzzy controller and survey of its effect on damping of dynamic swing of power system”, 15th International Power System Conference(PCS2000), Niroo Research Center, pp.167-175, Tehran, Iran, Nov. 2000, (printed in Persian).
     
  4. H. Ebrahimnezhad, “A New Approach to Improving of Transmission Capacity in Electrical Transmission Line Using Super Conductive Magnetic Energy Storage” Energy, Ecology, Economy, Sixth Baku International Congress, pp.59-64, Baku, Azerbaijan, May-June 2001.
     
  5. H. Ebrahimnezhad, H. Ghassemian, "3D model reconstruction through a silhouette based hierarchical method", Proceeding of 10th CSI Computer Conference (CSICC2005), vol.2, pp. 40-47, Tehran, Iran, Feb. 2005.
     
  6. H. Ebrahimnezhad, H. Ghassemian, "3D Model reconstruction by multiple-views feature based matching and silhouette information during time", Proceeding of 13th Iranian Conference on Electrical Engineering(ICEE2005), vol. 1, pp. 459-464, Zanjan, Iran., May 2005.
     
  7. H. Ebrahimnezhadi, H. Ghassemian, "A Volume Based 3D Visual Hull Reconstruction for Tele-Conferencing Application”, Proceeding of 3rd Iranian Conference on Machine Vision and Image Processing MVIP2005, pp. 125-132, Tehran, Iran, Feb. 2005, (printed in Persian).
     
  8. H. Ebrahimnezhad, H. Ghassemian, “Combining the Feature based Stereo Matching, Motion and Silhouette to Reconstruct Visual Hull”, IEEE Workshop on Signal Processing Systems, (SIPS2005), pp. 461-466, Athens, Greece, Nov. 2005.
     
  9. H. Ebrahimnezhad, H. Ghassemian, “3D Shape Reconstruction of Moving Object by Tracking the Sparse Singular Points”, IEEE International workshop on Multimedia Signal Processing (MMSP2006), pp. 192-197,Victoria, Canada, Oct. 2006.
     
  10. H. Ebrahimnezhad, H. Ghassemian, “Shape Reconstruction from Space Curves through the Rigid Motion”, 12th International CSI Computer Conference (CSICC2007), pp. 1452-1459, Tehran, Iran, Feb. 2007.
     
  11. H. Ebrahimnezhad, Gh. A. Montazer, N. Jafari, "Recognition of Persian Numeral Fonts by Combining the Entropy Minimized Fuzzifier and Fuzzy Grammar ", Proceedings of the 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases, pp 22-27,Corfu Island, Greece, Feb. 2007. 
     
  12. H. Ebrahimnezhad, H. Ghassemian, “Robust Motion and 3D Structure from Space Curves”, IEEE International Symposium on Signal Processing and its Applications (ISSPA2007), 1-4244-0779-6/07, Sharjah, United Arab Emirates, Feb. 2007.
     
  13. H. Ebrahimnezhad, H. Ghassemian, "Rigid Motion Estimation Using Two Rectangular Stereo Setup", Proceeding of 15th Iranian Conference on Electrical Engineering (ICEE2007), Communications (systems) Proceedings, pp 305-310, Tehran, Iran, May 2007, (printed in Persian). 
     
  14. S. Kamel, H. Ebrahimnezhad, A. Ebrahimi, "Moving Object Removal in Video Sequence and Background Restoration using Kalman Filter", International Symposium on Telecommunication (IST2008), IEEE, pp.580-585, Tehran, Iran, Aug. 2008.  
     
  15. H. Ranjzad, A. Ebrahimi, H. Ebrahimnezhad,  "Improving Feature Vectors for Iris Recognition Through Design and Implementation of New Filter Bank and Locally Compound using of PCA and ICA", First International Symposium on Applied Science on Biomedical and Communication Technologies, (ISABEL 2008), IEEE, pp.1-5, Aalborg, Denmark, Oct. 2008.  
     
  16. H. Ranjzad, H. Ebrahimnezhad, A. Ebrahimi, "A Novel Compound Approach for Iris Segmentation", International Conference on Convergence and Hybrid Information Technology (ICCIT 2008), IEEE, pp. 657-661, Bousan, Korea, Nov. 2008.  
     
  17. S. Kamel, H. Ebrahimnezhad, A. Ebrahimi, "Removing the Fixed Object from Video Sequences and Restoring the Occluded Backgroung and Moving Object", Fifth Iranian Conference on Machine Vision and Image Processing (MVIP2008), Tabriz, Iran, Nov. 2008.  
     
  18. S. Galamifard, H. Ebrahimnezhad, A. Ebrahimi, "Edge Detection in Blurry Images using Image Histogram Optimization", Fifth Iranian Conference on Machine Vision and Image Processing (MVIP2005), Tabriz, Iran, Nov. 2008.  
     
  19. N. Alijanpour, H. Ebrahimnezhad, A. Ebrahimi,  "Inner Distance Based Hand Gesture Recognition for Device Control", International  Conference on Innovations in Information Technology (Innovations 2008), IEEE, Al Ain, United Arab Emirates, Dec 2008.  
     
  20. N. Alijanpour, H. Ebrahimnezhad, A. Ebrahimi,  "Hand Gesture Recognition by Combining the geometric and shape context features to control the wheelchair", 15th Iranian Conference on Biomedical Engineering (ICBME 2008), Mashhad, Iran, Feb. 2009 (printed in Persian).  
     
  21. F. Hourali, H. Ebrahimnezhad, M. R. Alsharif, MD.Foisal Hossain, " Ear Recognition Based on Rotation Invariant Transformed DCT", The 8th Intenational Conference on Applications and Principles of Information Science (APIS 2009), pp. 19-22, University of Ryukyus, Okinawa, Japan, Jan. 2009.  
     
  22. H. Ranjzad, H. Ebrahimnezhad, M. R. Alsharif, MD.Foisal Hossain, " Iris Feature Extraction using Geometrical Properties of Texture Lines", The 8th Intenational Conference on Applications and Principles of Information Science (APIS 2009), pp. 259-262, University of Ryukyus, Okinawa, Japan, Jan. 2009.  
     
  23. P. Shavandy, H. Ebrahimnezhad, M. R. Alsharif , MD.Foisal Hossain, " An Adaptive Image Mosaicing Based on SIFT Features", The 8th Intenational Conference on Applications and Principles of Information Science (APIS 2009), pp. 317-320, University of Ryukyus, Okinawa, Japan, Jan. 2009.  
     
  24. H. Ranjzad, H. Ebrahimnezhad, A. Ebrahimi, "Design of a New Adaptive Filter for Accurate Iris Feature Extraction",   14th Iranian CSI Computer Conference (CSICC2009), Tehran, Iran, Mar. 2009 (printed in Persian).  
     
  25. F. Hourali, H. Ebrahimnezhad, " Ear Recognition using Rotation and Translation Invariant Descriptors", 14th Iranian CSI Computer Conference (CSICC2009), Tehran, Iran, Mar. 2009 (printed in Persian).  
     
  26. M. Emambakhsh, H. Ebrahimnezhad, "Texture Segmentation using Level sets based on Color, Oriented Differentials, and Nonlinear Diffusion", 14th Iranian CSI Computer Conference (CSICC2009), Tehran, Iran, Mar. 2009 (printed in Persian).  
     
  27. R. Kheirolahy, H. Ebrahimnezhad, " Object Segmentation using Level sets Based on Fusion of Texture Information and Object Model", 14th Iranian CSI Computer Conference (CSICC2009), Tehran, Iran, Mar. 2009 (printed in Persian).
      
  28. N. Alijanpour, H. Ebrahimnezhad, "Shape Recognition Using  Combined Features of Crossing Circles", Proceeding of 17th Iranian Conference on Electrical Engineering (ICEE2009), May 2009.
      
  29. N. Alijanpour, H. Ebrahimnezhad, A. Ebrahimi, "Hand Gesture Recognition by Combining the Features of Active Fingers, Differential Area and Hough Transform" ,  Proceeding of 17th Iranian Conference on Electrical Engineering (ICEE2009), May 2009 (printed in Persian). 
      
  30. R.kheirolahy, H.Ebrahimnezhad, M.H.Sedaaghi, "Robust Pupil Boundary Detection by Optimized Color Mapping for Iris Recognition", International CSI Computer Conference (CSICC2009), IEEE, Oct. 2009. 
      
  31. M. Emambakhsh,  M.H.Sedaaghi, H. Ebrahimnezhad, "Locating Texture Boundaries Using a Fast Unsupervised Approach Based on Clustering Algorithms Fusion and Level Set", IEEE International Conference on Signal and Image Processing Applications (ICSIPA2009), pp. 129-134, Nov. 2009.  
      
  32. M. Anvaripour, H. Ebrahimnezhad, “Object Recognition in Image Using Poisson Features of Object Parts", 15th Iranian CSI Computer Conference (CSICC2010), Tehran, Iran, Feb. 2010 (printed in Persian).  
      
  33. H.Arabi, H.Ebrahimnezhad, "Traffic Sign Recognition in Image Through The Gabor filter Features Using Probabilistic Neural Network", 15th Iranian CSI Computer Conference (CSICC2010), Tehran, Iran, Feb. 2010 (printed in Persian).  
      
  34. M.Emambakhsh, H.Ebrahimnezhad, M.H.Sedaaghi,  "A Hybrid Top-Down/Bottom-Up Approach for Image Segmentation Incorporating Colour and Texture with Prior Shape Knowledge", 18th Iranian Conference on Electrical Engineering (ICEE2010), pp. 270-275, IEEE, esfahan, Iran, May 2010.   
        
  35. H.Soleymani, H.Ebrahimnezhad, M.H.Sedaaghi,  "A Model Based Object Detection Using Support Vector Machins with Hidden Variables", 18th Iranian Conference on Electrical Engineering (ICEE2010), esfahan, Iran, May 2010 (printed in Persian).   
      
  36. S. Gharebaghi, H.Ebrahimnezhad, "Shape Recognition Based on Distance and Curvature Features of  Occluding Contour Using Neuro_fuzzy Classifier", 10th Iranian Conference on Fuzzy System (IFS2010), pp. 111-116, Tehran, Iran, July  2010 (printed in Persian).   
      
  37. Z. Gholizaadeh, H.Ebrahimnezhad, "Removing of Salt and Pepper Noise in Image Using Neuro-Fuzzy System", 10th Iranian Conference on Fuzzy System (IFS2010), pp. 242-246, Tehran, Iran, July 2010 (printed in Persian).   
      
  38. Z. Imaani, H.Ebrahimnezhad, "Object Categorization Based on Inner Distance Histogram Feature of  Occluding Contour Using Neuro_fuzzy Classifier ", 10th Iranian Conference on Fuzzy System (IFS2010), pp. 167-172, Tehran, Iran, July  2010 (printed in Persian).   
      
  39. H. Arabi, H.Ebrahimnezhad, "Traffic Sign Recognition Based on Histogram of Interior Points Minimum Distance from Boundary Using Neuro-Fuzzy System", 10th Iranian Conference on Fuzzy System (IFS2010), p. 116, Tehran, Iran, July  2010 (printed in Persian).   
      
  40. S.R. Banimahd, H.Ebrahimnezhad, "Lip Segmentation Using Level Set Method: Fusing Landmark Edge Distance and Image Information", 20th International Conference on Pattern Recognition (ICPR2010), pp. 2432-2435, IEEE, Istanbul, Turkey, Aug. 2010.  
      
  41. M. Ziaeefard, H.Ebrahimnezhad, "Hierarchical Human Action Recognition by Normalized-Polar Histogram", 20th International Conference on Pattern Recognition (ICPR2010), pp. 3720-3723, IEEE, Istanbul, Turkey, Aug. 2010. 
      
  42. M.Anvaripour, H.Ebrahimnezhad, "Object Detection by Edge Fragments Features extracted from Poisson Equation ", 6th Iranian Conference on Machine Vision and Image Processing (MVIP2010), Isfahan, Iran, Oct. 2010 (printed in Persian).
      
  43. M.hajizadeh, H.Ebrahimnezhad, "Face Recognition by Fusing the Output of Modular Neural Networks using Choquet Fuzzy Integral ", 6th Iranian Conference on Machine Vision and Image Processing (MVIP2010), Isfahan, Iran, Oct. 2010 (printed in Persian).
      
  44. H.Arabi, H.Ebrahimnezhad, "Traffic Sign Detection and Recognition in Image Based on the Angle between Centers of Border Chain Codes Using SVM ", 6th Iranian Conference on Machine Vision and Image Processing (MVIP2010), Isfahan, Iran, Oct. 2010 (printed in Persian).
      
  45. S.Soltanpour, H.Ebrahimnezhad, "Object Categorization in Images by Extracting Fundamental Parts and Using Their Grammar ", 6th Iranian Conference on Machine Vision and Image Processing (MVIP2010), Isfahan, Iran, Oct. 2010 (printed in Persian).
      
  46. Z.Imani, H.Ebrahimnezhad, "Shape Recognition Based on Curvature, Distance from Center of Gravity and Area Features using SVM Classifier ", 6th Iranian Conference on Machine Vision and Image Processing (MVIP2010), Isfahan, Iran, Oct. 2010 (printed in Persian).
     
  47. M. Ziaeefard, H.Ebrahimnezhad, "Human Action Recognition by RANSAC Based Salient Features of Skeleton History Image Using ANFIS", 6th Iranian Conference on Machine Vision and Image Processing (MVIP2010),IEEE,  Isfahan, Iran, Oct. 2010.
      
  48. H.Soleymani, H.Ebrahimnezhad, "Human Detection with Three Dimensional Parts", 6th Iranian Conference on Machine Vision and Image Processing (MVIP2010), IEEE, Isfahan, Iran, Oct. 2010. 
      
  49. S.Soltanpour, H.Ebrahimnezhad, "Learning Novel Object Parts Model for Object Catagorization", International Symposium on Telecommunication (IST2010), pp. 796-800, IEEE, Tehran, Iran, Dec. 2010. 
     
  50. M.Anvaripour, H.Ebrahimnezhad, "Object Detection with Novel Shape Representation Using Bounding Edge Fragments", International Symposium on Telecommunication (IST2010), pp. 846-851, IEEE, Tehran, Iran, Dec. 2010.  
     
  51. N.Forouzanfar, H.Ebrahimnezhad, A. Ebrahimi, "Dynamic Texture Segmentation Using Linear Predictive Coding", 7th Iranian Conference on Machine Vision and Image Processing (MVIP2011), IEEE, Tehran, Iran, Nov. 2011.
      
  52. M.A..Hajizadeh, H.Ebrahimnezhad, "Classification of Age Groups from Facial Image Using Histograms of Oriented Gradients", 7th Iranian Conference on Machine Vision and Image Processing (MVIP2011), IEEE,Tehran, Iran, Nov. 2011.
      
  53. M.Ramezani, , H.Ebrahimnezhad, "3D Object Categorization Based on Histogram of Distance and Normal Vector Angles on Surface Points", 7th Iranian Conference on Machine Vision and Image Processing (MVIP2011), IEEE, Tehran, Iran, Nov. 2011  (Selected As Best Paper).
      
  54. A.Gholipour, H.Ebrahimnezhad, "Shape Recognition Based on Combined Spatial Distance and Normal angles of Contour Points", 7th Iranian Conference on Machine Vision and Image Processing (MVIP2011), Tehran, Iran, Nov. 2011 (printed in Persian).. 
      
  55. M.Ramezani, H.Ebrahimnezhad, "View-Based 3D Objects Retrieval Using Geometric Features of Silhouette in Different Canonical Characterization", 20th Iranian Conference on Electrical Engineering (ICEE2012), IEEE, Tehran, Iran, May 2012. 
      
  56. V.Mehrdad, H.Ebrahimnezhad, "3D Model Retrieval Using Linear Prediction Coding Descriptor", 20th Iranian Conference on Electrical Engineering (ICEE2012), IEEE, Tehran, Iran, May 2012.
      
  57. Z.Mousavian, H.Ebrahimnezhad, "Persian sign language recognition based on histogram of oriented gradients and probabilistic neural networks", 20th Iranian Conference on Electrical Engineering (ICEE2012), Tehran, Iran, May 2012 (printed in Persian).
      
  58. M.Ghaseri, H.Ebrahimnezhad, "Face retrieval using histogram of oriented gradients in single model state", 20th Iranian Conference on Electrical Engineering (ICEE2012), Tehran, Iran, May 2012 (printed in Persian).
     
  59. M.Ramezani, H.Ebrahimnezhad, "3D Object Retrieval Using Elliptical Descriptor of Different 2D Views", 1st Iranian Conference on Pattern Recognition and Image Analysis(PRIA2013), Birjand, Iran, March 2013.
      
  60. A. Momennezhad, M. Shamsi, H.Ebrahimnezhad, H.R.Saberkari, "Presenting an optimized algorithm for designing BCI systems based on P300 excitation potential" , 11th Iranian Conference on Intelligent Systems (ICIS2013), Tehran, Iran, Feb. 2013 (printed in Persian).
      
  61. M. Joroughi, M. Shamsi, H.Ebrahimnezhad, M.H. Sedaghi, H.R.Saberkari, "Gen selection and micro array data categorization using correlation analysis, binary particle swarm optimization algorithm and probabilistic neural network" , 11th Iranian Conference on Intelligent Systems (ICIS2013), Tehran, Iran, Feb. 2013 (printed in Persian).
      
  62. N. Mostaghim, M. Shamsi, H.Ebrahimnezhad, M.H. Sedaghi, "RNA structures alignment using Hidden Markov Models" , 11th Iranian Conference on Intelligent Systems (ICIS2013), Tehran, Iran, Feb. 2013 (printed in Persian).
      
  63. A.M. Molaei, H.Ebrahimnezhad, M.H. Sedaghi, "Fragile watermarking for 3D models with low distortion and high accuracy localization of suspected to damage regions" , 11th Iranian Conference on Intelligent Systems (ICIS2013), Tehran, Iran, Feb. 2013 (printed in Persian).
      
  64. H.R. Emamjome, H.Ebrahimnezhad, "Human gaze estimation from geometric features of two eyes using Probabilistic Neural Network" , 11th Iranian Conference on Intelligent Systems (ICIS2013), Tehran, Iran, Feb. 2013 (printed in Persian).
      
  65. N. Soltanieh, H.Ebrahimnezhad, "Automatic 3D model surface reconstruction from point clouds using Gaussian functions" , 11th Iranian Conference on Intelligent Systems (ICIS2013), Tehran, Iran, Feb. 2013 (printed in Persian).
      
  66. M. Mirloo, H.Ebrahimnezhad, "Intelligent segmentation of 3D models using salient points feature", 11th Iranian Conference on Intelligent Systems (ICIS2013), Tehran, Iran, Feb. 2013 (printed in Persian).    
       
  67. M.Ramezani, H.Ebrahimnezhad, "3D Models' Retrieval System Design Based on Poisson's Histogram of 2D Selective Views", 21th Iranian Conference on Electrical Engineering (ICEE2013), Mashhad, Iran, May 2013.
      
  68. G.Malekshahi, H.Ebrahimnezhad, "Rain Detection and Removal in Video using Gabor Filter", 21th Iranian Conference on Electrical Engineering (ICEE2013), Mashhad, Iran, May 2013 (printed in Persian).
      
  69. M.Mirloo, H.Ebrahimnezhad, "3D Models Segmentation using Aria Feture of  Cutting Planes", 21th Iranian Conference on Electrical Engineering (ICEE2013), Mashhad, Iran, May 2013 (printed in Persian).
      
  70. A.M. Molaei, H.Ebrahimnezhad, "Fragile 3D model watermarking based on geometric properties of triangles maintaining the quantization steps", 21th Iranian Conference on Electrical Engineering (ICEE2013), Mashhad, Iran, May 2013 (printed in Persian).
      
  71. A.M. Molaei, H.Ebrahimnezhad, "Blind steganography based on Reed-Muller codes with improved embedding payload and error correction capacity", 21th Iranian Conference on Electrical Engineering (ICEE2013), Mashhad, Iran, May 2013 (printed in Persian).
      
  72. M.Mirloo, H.Ebrahimnezhad, "3D model Decomposition Based on Geodesic Distanse", 8th Iranian Conference on Machine Vision and Image Processing (MVIP2013), Iran, Zanjan, Sep. 2013 (printed in Persian).
     
  73. B.Maleki, H.Ebrahimnezhad, "Hand Motion Gesture Recognition from Shape Context Descriptor for Virtual Mouse Application", 8th Iranian Conference on Machine Vision and Image Processing (MVIP2013), Iran, Zanjan, Sep. 2013 (printed in Persian).
      
  74. H.Heravi, H.Ebrahimnezhad, R. Aghaeifard, "Real Time Eye Gaze Estimation from monocular image", 8th Iranian Conference on Machine Vision and Image Processing (MVIP2013), Iran, Zanjan, Sep. 2013 (printed in Persian).
      
  75. S.Mansouri, H.Ebrahimnezhad, "3D Model Segmentation based on Curvature Feature in Triangular Meshes", 8th Iranian Conference on Machine Vision and Image Processing (MVIP2013), Iran, Zanjan, Sep. 2013 (printed in Persian).
      
  76. Kh.Mahdikhanlou, H.Ebrahimnezhad, "Segmentation based Shape Recognition using the Local Orientation Feature of the Inner points of Each Segment Extracted by Poison Equation", 19th Iranian CSI Computer Conference (CSICC2014), Tehran, Iran, March 2014 (printed in Persian).
      
  77. Kh.Mahdikhanlou, H.Ebrahimnezhad, "Plant Leaf Classification Using Centroid Distance and Axis of Least Inertia Method", 22th Iranian Conference on Electrical Engineering (ICEE2014), Tehran, Iran, May 2014. 
      
  78. Kh.Mahdikhanlou, H.Ebrahimnezhad, "Shape Recognition Based on the Length of Elipse Diameters Passed from Shape Center and Shape Contour",  6th Conference on Information and Knowledge (IKT2014), Shahrood, Iran, May 2014 (printed in Persian). 
      
  79. F.Gholipour, H.Ebrahimnezhad, "An Efficient Content Based Image Retrieval Using Edge Orientation Co-occurance Matrix",  6th Conference on Information and Knowledge (IKT2014), Shahrood, Iran, May 2014.
      
  80.  L.Asgharian, H.Ebrahimnezhad, "Non-Rigid Motion Synthesis in Articular Shape Models Based on Skletonizing",  6th Conference on Information and Knowledge (IKT2014), Shahrood, Iran, May 2014 (printed in Persian).
      
  81. P.Akhoundzadeh, H.Ebrahimnezhad, M.H.Sedaaghi, "Palm Recognition Based on Oriented Gradient Histogram using Neuro-Fuzzy Classifier ", 14th Iranian Conference on Fuzzy System  (ICFS2014), Sahand, Tabriz, Iran, Aug. 2014 (printed in Persian). 
      
  82. L.Asgharian, H.Ebrahimnezhad,  "Articular Motion Synthesis Based on Neuro-Fuzzy System ", 14th Iranian Conference on Fuzzy System  (ICFS2014), Sahand, Tabriz, Iran, Aug. 2014 (printed in Persian). 
      
  83. S.Nikzaad, H.Ebrahimnezhad, "Interaction Recognition Between Two Human in Video Frames using Neuro-Fuzzy System", 14th Iranian Conference on Fuzzy System  (ICFS2014), Sahand, Tabriz, Iran, Aug. 2014 (printed in Persian).  
      
  84. S.Nikzaad, H.Ebrahimnezhad, "Human Interaction Recognition from Distance Signature of Body Centers During Time", 7th  International Symposium on Telecommunication (IST2014), Tehran, Iran, Sep. 2014.   
      
  85. L.Asgharian, H.Ebrahimnezhad, "Human articulated body parts bending motion classification based on Dictionary-Learning Sparse Representation ", 4th International eConference on Computer and Knowledge Engineering (ICCKE2014), Mashhad, Iran, Oct. 2014.
       
  86. H.Ahmadi, S.Valli, H.Ebrahimnezhad, "Automatic vehicle plate recognition using a combinational algorithm in HSV color space based on SVM classifier",The First Congress on Intelligent Transportation Systems (ITS2015), Tehran, Iran, Jan. 2015.
       
  87. F.Shamsafar, H.Ebrahimnezhad, "Human 3D Pose Detection from Still Image using Fuzzy Clustering", 2nd Internatinal Conference on Pattern Recognition and Image Analysis(IPRIA2015), Gilan, Iran, March 2015, (printed in Persian).
       
  88. M.Hajizadeh, H.Ebrahimnezhad, "Dynamic 3D Model Prdictive Coding and Compression using Time Corelation Among Similiar Frames ", 2nd Internatinal Conference on Pattern Recognition and Image Analysis(IPRIA2015), Gilan, Iran, March 2015, (printed in Persian).
       
  89. S.Razavi, H.Ebrahimnezhad, "Content-Based Video Retrieval by Fusing Color, Texture and Edge Features", 2nd Internatinal Conference on Pattern Recognition and Image Analysis(IPRIA2015), Gilan, Iran, March 2015.
      
  90. M.Mirloo, H.Ebrahimnezhad, "3D Model Retrieval based on Geodesic Distance of its Components", 7th International Conference on Information and Knowledge Technology (IKT2015), Urmia, Iran, May 2015 (printed in Persian).
      
  91. B.Saadat, H.Ebrahimnezhad, "Automatic Recognition of Different Tree Leaves Based on the Histogram of Poisson Equation Solution Feature", 7th International Conference on Information and Knowledge Technology (IKT2015), Urmia, Iran, May 2015 (printed in Persian).  
      
  92. B.Maleki, H.Ebrahimnezhad, Min Xu, Xiangjian He, "Hand Gesture Recognition for A Virtual Mouse Application Using Geometric Feature of Finger’s Trajectories", 7th International Conference on Internet Multimedia Computing and Service (ICIMCS 2015), Zhangjiajie, China, Aug. 2015 (Selected as Best Paper).   
      
  93. M.Bordbar, H.Ebrahimnezhad, "Segmentation of Informative and Uninformative Frames of Endoscopy Capsule's Video Based on Color Texture",  2nd Internatinal Congress of Electrical Engineering, Computer Science and Information Technology (IT2015), Tehran, Iran, Aug.  2015.    
      
  94. A.Sadeghzadeh, H.Ebrahimnezhad, "Neural Network based Head Pose Estimation using Facial Geometry",  1st Internatinal Conference on New Research Achievements in  Electrical Engineering & Computer Engineering (CBconf2016), Tehran, Iran, May. 2016. 
       
  95. A.Sadeghzadeh, H.Ebrahimnezhad, "Head Pose Estimation based on Fuzzy Systems using Facial Geometric Features",  8th  International Symposium on Telecommunication (IST2016), IEEE, ITRC, Tehran, Sep. 2016. 
       
  96. P.Akhoundzadeh, H.Ebrahimnezhad, "Palmprint Recognition based on Local Image Features", 2nd International Conference on Signal Processing and Intelligent Systems (ICSPIS2016), Amirkabir University of Technology, Tehran, Dec. 2016 (printed in Persian). 

      


Technical Reports:
 

  1. Design and Construct of Wireless Modem in FM Frequency Range, 1997
  2. Design of SMES System for Azerbaijan Electrical Network, 1998
  3. Segmentation of MS Lesions in MRI Images, 2001

MSc Thesis Supervision:

  1. Object removal in video sequence, Saeed Kamel
  2. Hand gesture recognition, Nasibeh Alijanpour
  3. Iris segmentation and Recognition, Hamed Ranjzaad
  4. Image segmentation by Integrating Color, Texture and Shape Information, Mehryar Emambakhsh
  5. Pupil detection, Rasoul Kheirollahi.
  6. Lip segmentation for audio Visual Speech Recognition, Reza Banimahd
  7. Speaker change Detection, Ebrahim keramatizaadeh
  8. Car detection in Image, Hossein Soleymani
  9. Object detection in Image by Poisson equation feature, Mohamad Anvaripour
  10. Obstacles detection in road using stereo vision for intelligent vehicle Navigation, Kaavous Abdolmaleki
  11. Traffic sign detection and recognition in image, Haaleh Arabi
  12. Shape recognition based on  geometric and occluding contour features, Zeynab Imaani 
  13. Semantic-based image segmentation, Araz Sholehkerdaar
  14. Object Categorizing in natural images by extracting its parts and using grammar between them , Sima Soltanpour
  15. Human action recognition from silhouette image sequences , Maryam Ziaefard
  16. Dynamic texture detection and segmentation in video sequence, Nima Frouzanfar
  17. Human pose tracking in video sequence, Ghasem Khademi
  18. Human age estimation from facial image, Mohamad Ali Hajizadeh
  19. Image retrieval by fusing shape, texture and color information, Farnaz Gholipour
  20. 3D objects retrieval from features of 2D views, Mohammad Ramezani
  21. Sign language recognition from hand images, Zhila Mousavian
  22. Face retrieval using semantic descriptors, Mohammad Ghaseri
  23. 3D model segmentation based on geometric feature, Mahsa Mirloo
  24. Dynamic hand gesture recognition for human computer interaction as a 3D mouse, Behnam Maleki 
  25. Classification of EEG-VEP signals using machine learning algorithms, Ali Momennezhad
  26. Digital Watermarking for 3D mesh models, Amir Masoud Molaye
  27. Rain and fog detetction and removal in video sequences , Gelareh Malekshahi
  28. 3D Model fitting and reconstruction from clouds of points , Naeimeh Soltanieh
  29. Human Eye gaze estimation using appearance features of eye under natural head movements, Hamidreza Emamjome
  30. Object Recognition Based on Sparse Representation of Shape Features, Khadije Mahdikhanlou
  31. Palmprint Recognition using Directional Features, Pouya Akhoundzadeh
  32. Human Interaction Recognition using Visual Features, Saman Nikzad
  33. Synthesis of Articulated Object Motion Based on the Movement of Other Objectes, Lida Asgharian
  34. Content Based Video Indexing, Salar Razavi. 
  35. Video Summarization of Wireless Endoscopy Capsule by Clustering, Mehrdokht Bordbar
  36. Facial Video Compression for Visual Communication, Omid Abachian
  37. Recognition of Plant Species based on their Leaf Image, Behnam Saadat.
  38. Analysis of Metal Microstructures by Extracting Texture Features of Crystals in Metallographic Images, Taher Khaghani.
  39. Endoscopy Wireless Capsule Video Summarization based on Clustering Method, Mehrdokht Bordbar
  40. Face Recognition Robust to Pose variation, Arezo Sadeghzadeh.
  41. Correspondence Finding in Non-Rigid 3D Models, Davoud Yadegari.
  42. Object  Recognition from Shape, Texture and Color Features to Categorize Butterfly Species, Behzad Mohammadpour.
  43. Non-Rigid Shape Matching in Images, Fariba Amini.
  44. Object Recognition in Image Robust to View Angle, Fahamieh Sobhani.

Ph.D. Thesis Supervision:

  1. Vahid Mehrdad, 3D Object Retrieval from Geometric Features
  2. Saeid Mansouri, 3D Model Compression using Surface Processing
  3. Mohammad Ali Hajizadeh, Animated 3D Model Compression
  4. Faranak Shamsafar, Human Pose Estimation Using Deep Learning
  5. Mahsa Mirloo, Non-Rigid Deformable 3D Object Retrieval  
  6. Khadijeh Mahdikhanlou, 3D Hand Pose Estimation
 
       
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