Hassan Ghassemian
Professor
Speciality: Multi-Source Signal/Image Processing and Analysis
  • BS/BA: Electrical Engineering
  • MS: Electrical Engineering
  • PhD: Electrical Engineering
  • Phone: 82883373
  • Fax: 82884325
  • Email: ghassemi@modares.ac.ir
  • Address: School of Electrical & Computer Engineering, Tarbiat Modares University, Room 802
  • Resume Download
 
Research Update Date: 2015/08/16

My research interests focus on Multi-Source Signal/Image Processing, Information Analysis and Remote Sensing. 

Dr. Ghassemian has published more than 300 articles in peer-reviewed journals and conference papers.


 

Journal Papers

 

 

 

68- Maryam Imani, Hassan Ghassemian, Nonparametric Supervised Feature Extraction for Classification of Hyperspectral Images Using Limited Training Samples, Electronics Industries Quarterly Vol.4 No.3 Autumn2013, (Printed in Persian). Abstract

67- M. Zeinali, H. Ghassemian ,   Application of Merging Pixels in Restoring Mixed Pixels Data, Journal of Geomatics Science and Technology, 2014; 3 (3) :55-64, (Printed in Persian). Abstract

66-M. Imaniand H. Ghassemian, “Feature Extraction Using Attraction Points for Classification of Hyperspectral Images in Small Sample Size Situation ,”IEEE Geoscience and Remote Sensing Lett., vol. 11, no. 11, pp. 1986 - 1990, Nov. 2014.  Abstract

65-Khodadadzadeh, M., Li, J., Plaza, A., Ghassemian, H., Bioucas-Dias, J.M., Li, X., Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization, (2014) IEEE Transactions on Geoscience and Remote Sensing Abstract

64-Maryam Imani,, Hassan Ghassemian, Assessment of Performance Improvement in Hyperspectral Image Classification Based on Adaptive Expansion of Training Samples,Journal of Information Systems and Telecommunication, Vol. 2, No. 2, April-June 2014.  Abstract

63- حامد آقاپناه،حسن قاسمیان، تشخیص بدون نظارت سرطان پوست با ادغام ویژگی‌های بافت و لبه در تصاویر پوستی، مجله سيستم‌هاي هوشمند در مهندسي برق، سال پنجم، شماره اول، ص 1-11.

62-Jamshidi, B., Minaei, S., Mohajerani, E., Ghassemian, H., Prediction of soluble solids in oranges using visible/near-infrared spectroscopy: Effect of peel, (2014) International Journal of Food Properties  17  (7)  PP. 1460 - 1468  Abstract

61- Mansoor Zeinali, Hassan Ghassemian, Mohammad Naser-Moghaddasi: A New Magnification Method for RGB Color Images Based on Subpixels Decomposition. IEEE Signal Process. Lett. 21(5): 577-580 (2014)   Abstract

60-Maryam Imani, Hassan Ghassemian: Band Clustering-Based Feature Extraction for Classification of Hyperspectral Images Using Limited Training Samples. IEEE Geosci. Remote Sensing Lett. 11(8): 1325-1329 (2014),   Abstract

59-Maryam Mohebbi, Hassan Ghassemian, Predicting termination of paroxysmal atrial fibrillation using empirical mode decomposition of the atrial activity and statistical features of the heart rate variability, Medical & Biological Engineering & Computing, May 2014, Volume 52, Issue 5, pp 415-427. Abstract

58- حمید رضا شاهدوستی، حسن قاسمیان، استفاده از تبديل PCAمکاني جهت ادغام تصاوير چند طيفي و تک رنگ، دوفصل نامه علمی پژوهشی پردازش علائم و داده ها، 1392،  شماره1 پیاپی 19، صفحه 69-78

57-Nasser Behroozi, Teymour Tavakoli, Hassan Ghassemian, Hadi Khoshtaghaza, Ahmad Banakar, Applied Machine Vision and Artificial Neural Network for Modeling and Controlling of the Grape Drying Process, Computers and Electronics in Agriculture, Volume 98, October 2013, Pages 205–213. Abstract

56-Behroozi Khazaei, N., Tavakoli Hashjin, T., Ghassemian, H., Khoshtaghaza, M.H., Banakar, A., Application of machine vision in modeling of grape drying process, (2013) Journal of Agricultural Science and Technology  15  (6)  PP. 1095 - 1106  Abstract

55- Samira Sabouri, Alireza Behrad, Hassan Ghassemian, Deformable contour based visual maneuvering aircraft segmenting and tracking at color video sequences, ISRN Machine Vision Volume 2013, Article ID 863923, 14 pages, http://dx.doi.org/10.1155/2013/863923.Abstract

54-Mostafa Rahmani and Hassan Ghassemian,Beamforming in Short Time Fractional Fourier Domain (FRFD), Research Journal of Applied Sciences, Engineering and Technology, 4(18): 3510-3515, 2012-12. Abstract

53-Mehdi Kamandar, Hassan Ghassemian: Linear Feature Extraction for Hyperspectral Images Based on Information Theoretic Learning.IEEE Geosci. Remote Sensing Lett. 10(4): 702-706 (2013)   Abstract

52-Ali Bakhshi, Hassan Ghassemian, Alireza Ahmadifard, The Effect of the Spectral Band Selection Method on Hyperspectral Images Segmentation Accuracy, International Journal of Computer Theory and Engineering, Vol. 4, No. 3, June 2012, pp 318-321. Abstract

51-Sabalan Daneshvar, Hossein Pourghassem, Morad Danishvar, Hassan Ghassemian, Combination of Feature and Pixel Level ImageFusion with Feedback Retina and IHS Model, IAENG International Journal of Computer Science, vol. 24 August 2011. Abstract

50- Yashar Taghizadegan1, Hassan Ghassemian2, Naser Moghaddasi, 3D Face Recognition Method Using 2DPCA  Euclidean Distance Classification, ACEEE Int. J. on Control System & Instrumentation, Vol. 03, No. 01, Feb 2012. Abstract

49-M. Mohebbi, H. Ghassemian, B. Mohamadzadeh, Structures of the Recurrence Plot of Heart Rate Variability Signal as a Tool for Predicting the Onset of Paroxysmal Atrial, Fibrillation, Journal of Medical Signals & Sensors, Vol 1, No2, May, 2012. Abstract

48- Bahareh Jamshidi, Saeid Minaei, Ezzedin Mohajerani, Hassan Ghassemian, Reflectance Vis/NIR spectroscopy for nondestructive taste characterization of Valencia oranges, Computers and Electronics in Agriculture, Vol.85, pp. 64-69, July, 2012. Abstract

47-M. Khodadadzadeh, H. Ghassemian, Contextual Classification of Hyperspectral Remote Sensing Images Using SVM-PLR,Australian Journal of Basic and Applied Sciences, Vol.5, No.8,, pp 374-382, August 2011. Abstract

46-S. A. Hosseini, H. Ghassemian, A new fast algorithm for multiclass hyperspectral image classification with SVM, International Journal of Remote Sensing, December 2011, Vol.32, No.23, , Pp 8657-8683. Abstract

45-Maryam Mohebbi, Hassan Ghassemian: Prediction of paroxysmal atrial fibrillation based on non-linear analysis and spectrum and bispectrum features of the heart rate variability signal. Computer Methods and Programs in Biomedicine 105(1): 40-49 (2012) Abstract

44- Sepideh Jabbari, Hassan Ghassemian: A Time-Frequency Approach for Discrimination of Heart Murmurs. J. Signal and Information Processing 2(3): 232-237 (2011) Abstract

43- Sepideh Jabbari, Hassan Ghassemian: Modeling of heart systolic murmurs based on multivariate matching pursuit for diagnosis of valvular disorders. Comp. in Bio. and Med. 41(9): 802-811 (2011) Abstract

42-M. Mohebbi, H. Ghassemian,Prediction of paroxysmal atrial fibrillation using recurrence plot-based features of RR-interval signal, Journal of Physiological Measurement ,2011, Vol.32, No.8, pp1147-1162. Abstract

41- M. Nematollahi, H. Ghassemian, "A Hierarchical Content-Based Image Retrieval Diagnostic Decision-Support Tool for Clinical Dermatology", Iranian Journal of Electrical and Computer Engineering, Vol.9, No.1, pp23-33, Spring 2010.Abstract

40-A. Taimori, A. R. Behrad, H. Ghassemian, "Automatic Human Face Detection and Tracking Using Cascaded Classifiers and Deformable Meshes", Modarres Journal of Electrical Engineering, Vol.10, No.1, pp109-126, Spring 2010. Abstract

39-H. Ghassemian, M. Elyasi "IKONOS-Spatial Information and SPOT-Spectral Information Fusion", Modarres Journal of Human Sciences, Special Issue on Spatial Planning, Vol.14, No.1, pp57-82, Spring 2010.(Printed in Persian). Abstract

38- H. Pourghassem, H. Ghassemian, "A Novel Relevance Feedback Approach based on Similarity Measure Modification in an X-ray Image Retrieval System based on Fuzzy Representation using Fuzzy Attributed Relation Graph", Trans. on Electrical Technology, Vol.1, No.4, pp.35-46, Autumn 2009.(Printed in Persian).

37-S. Daneshvar & H. Ghassemian,MRI and PET Image Fusion by Combining IHS and Retina-Inspired Models, Information Fusion, No.11, pp.114-123, Feb. 2010. Abstract

36-Mehdi Saadatmand Tarzjan, Hassan Ghassemian: A novel active contour for medical image segmentation. IEICE Electronic Express 6(23): 1683-1689 (2009) Abstract

35- M. Saadatmand, M. Khademi, H. Ghassemian, "A New Algorithm for Color-Defects Detection of Ceramic Tiles through Clustering-Based Modeling and Genetic Algorithms", Journal of Faculty of Engineering, Vol.36, No.1, pp.13-24, Autumn 2008,(Printed in Persian). Abstract

34- N. Mehrshad, H. Ghassemian, "An edge Detection Method based on Computational Model of Simple Cells in Primary Cortex", Iranian Journal of Biomedical Engineering, Vol.1, No.2, pp.119-130, Summer 2007,(Printed in Persian). Abstract

33- S. Sakhaei, A. Mahloojifar, H. Ghassemian, "A Transformation Based Method to Design Ultrasound Array", ULTRASONICS, Vol.49, No.2, pp.179-184, Feb. 2009. Abstract

32-Hossein Pourghassem, Hassan Ghassemian: Content-based medical image classification using a new hierarchical merging scheme.Comp. Med. Imag. and Graph. 32(8): 651-661 (2008) Abstract

31-S. Daneshvar, H. Ghassemian, "A Fast Algorithm for Medical Image Registration", Journal of Faculty Engineering, Vol.35, No.1, pp.11-19, Winter 2008,(Printed in Persian). Abstract

30-H. Ebrahimnezhad& H. Ghassemian, Robust Motion from Space Curves and 3D Reconstruction from Multiviews Using Perpendicular Double Stereo Rigs, Image and Vision Computing, 26, 2008, Page 1397-1420.Abstract

29- S. Sakhaei, A. Mahloojifar, H. Ghassemian, "Parallel Beamforming Method to Enhance Ultrasound Images", Iranian Journal of Electrical & Electronic Engineering, Vol.2, No.2, pp.41-46, April 2006. Abstract

28- S. Daneshvar, H. Ghassemian, "MRI and PET Images Fusion Based on Human Retina Model", Springer Journal of Zhejiang University SCIENCE A, Vol.8, No.10, pp.1624-1632, October 2007. Abstract

27- H. Pourghassem, H. Ghassemian, "Fingerprint Classification Based on Spectral Features", The CSI Journal on Computer Science & Engineering, Vol.3, No.2&4, pp.19-26, Winter 2005. Abstract

26- S. Helfroush, H. Ghassemian, "Nonminutiae-Based Decision-Level Fusion for Fingerprint Verification", EURASIP Journal on Advances on Signal Processing, Vol. 2007, Article ID 60590, 11 pages, doi:10.1155/2007/60590, 2007, pp.1-11. Abstract

25- H. Dehghani, H. Ghassemian, “Measurement of Uncertainty by the Entropy: Application to the Classification of MSS Data”,  International Journal of Remote Sensing, Vol.27, No.18/20, pp. 4005 - 4014, September 2006. Abstract

24- S. Helfroush, H. Ghassemian, "Search Space Reduction in Fingerprint Recognition Based on Block Orientation Field”, Iranian Journal of Electrical and Computer Engineering,  Vol.4, No.2, pp.53-60, Winter 2006 (Printed in Persian). Abstract

23- N. Chaji, H. Ghassemian, “Texture Gradient Based Contour Detection”, EURASIP Journal on Applied Signal Processing, Volume 2006, No. 13, Article ID 21709, Pages 1–8. DOI 10.1155/ASP/2006/21709. Abstract

22-N. Chaji, H. Ghassemian, “Image Segmentation by Edge and Textural Features Fusion”, The CSI Journal on Computer Science & Engineering, Vol.3, No.1 (A), pp.1-10, Spring 2005 (Printed in Persian). Abstract

21-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). Abstract

20-A. Keshavarz and H. Ghassemian, “A Fast Algorithm for Hyperspectral Image Analysis Using SVM and Spatial Dependency”, Iranian Journal of Electrical and Computer Engineering, Vol.3, No.1, pp.37-44, Summer 2005 (Printed in Persian). Abstract

19-R. Sedighi, R. Haghifam, O. Malik, and H. Ghassemian, "High Impedance Fault Detection Based on Wavelet Transform and Statistical Pattern Recognition", IEEE Trans. on Power Delivery, Vol. 20, No. 4. pp.2414-2421, October 2005. Abstract

18- A. Kiani, A. Parhizkar, H. Shokoei and H. Ghassemian, "Analysis on the Utilization of Real-time Intelligent Sensors and Cellular Learning Automata in the Urban Planning (Case Study: Tehran Metropolitan)", Modarres Journal of Human Sciences, Special Issue on Geography, Vol.8, No.4, pp127-146, Winter 2005. Abstract

17-R. Valavi and H. Ghassemian, "Multi-Sensor Image Data Fusion in Remote Sensing  Applications Based on Retina Model”,Amirkabir Journal of Science & Technology, Vol. 16, No. 62-A, pp1-12, Fall 2005. (Printed in Persian). Abstract

16-Ali J. Rashidi, M. Hassan Ghassemian: A New Approach for Multi-System/Sensor Decision Fusion Based on Joint Measures. I. J. Information Acquisition 1(2): 109-120 (2004) Abstract

15- H. Ghassemian, M. Mokhtarnia, A. Amidian, "Optimal BTS Allocation by Using Digital Elevation Model of Urban," Space Magazine, vol. 1, no.7, pp. 46-53, February 2004, (Printed in Persian).

14-H. Ghassemian, A. Keshavarz, D. Landgrebe, "Hyper-Spectral Image Processing and Analyses," Space Magazine, vol. 1, no. 3, pp. 32-41, October 2003, (Printed in Persian).

13- H. Bakhshi, H. Ghassemian, M. Kahrizi, "Bit Error Performance for Asynchronous DS/CDMA Systems over Multipath Flat Rayleigh Fading Channels”, International Journal of Engineering, vol. 15, no. 2, pp. 135-140, June 2002. Abstract

12-R. Roozbehani, H. Ghassemian, A. Sharafat,  “Robust Segmentation of  Medical Images Using Competitive Hopfield Neural Networks as a Clustering Tool”,Iranian Journal of Science & Technology, (Shiraz), Summer 2001, Vol. 25 NO. B3, Page427-439. Abstract

11-Reza Golparvar Roozbahani, Mohammad-Hassan Ghassemian, Ahmad-Reza Sharafat: Estimating gain fields in multispectral MRI. IEEE Trans. Biomed. Engineering 47(12): 1610-1615 (2000) Abstract

10- Hassan Ghassemian, "An Automatic Fingerprint Classification Algorithm” Esteghlal Journal of Engineering, vol. 18, no. 1, pp. 1-11, September 1999, (Printed in Persian). Abstract

9-M. Khalilzadeh, H. Ghassemian, M. Hashemi, M. Elkhani, “Effect of Digital Processing on the AR Modeling of EEG”, Journal ofDaneshvar, vol. 6, no. 22, pp. 1-8, Winter 1998, (Printed in Persian). Abstract

8-H. Ghassemian, R. Asghari, "Automatic Fingerprint Segmentation” Modares Journal of Engineering, vol. 1, no. 3, pp. 55-63, Winter 1998, (printed in Persian). Abstract

7- Hassan Ghassemian, “A Robust Structural Fingerprint Restoration”, International Journal of Engineering, vol. 10, no. 4, pp. 181-190, November 1997.Abstract

6- Hassan Ghassemian, "A Hardware Design for a Video Conferencing Network" International Journal of Engineering Sciences, vol. 7, no. 2, pp. 73-85, Winter 1997, (Printed in Persian).

5-F. Almasganj, M. Hashemi, K. Lucas, H. Ghassemian, “Speech Recognition by Viterbi Algorithm and Prosodic Features”, Journal of Amirkabir, vol. 9, no. 35, pp. 293-299, Fall 1997, (Printed in Persian).

4- Hassan Ghassemian, “Structural Fingerprint Restoration”, Lecture Notes in Computer Science, Volume II, Image Analysis and Processing, pp. 544-551, Springer 1997. Abstract

3- S. Seyedsalehi, A. Motamedi, M. Hashemi, H. Ghassemian,  “A Functional Model for Human Brain and Neural Networks by a Nonlinear Mapping in High-dimensional Spaces”, Journal of Daneshvar, vol. 3, no. 12, pp. 1-11, Summer 1996, (Printed in Persian).Abstract

2- Hassan Ghassemian, "A Simple Algorithm for AR Variance Estimation (for Image Modeling and Compression)," Modares Journal of Engineering, vol. 1, no. 2, pp. 50-54, Spring 1996.

1- H. Ghassemian and D. Landgrebe, "Object-Oriented Feature Extraction Method for Image Data Compaction," IEEE Control System Magazine, vol.8, no.3, pp. 42-46, June 1988.   Abstract