چاپ
CV
IAUN
Islamic Azad University, Najafabad Branch

 1- Personal Information  
First Name : Hossein
Last Name : Pourghassem
E-mail : h_pourghasem@iaun.ac.ir; hpourghassem@yahoo.com
Work Address : Islamic Azad University, Najafabad Branch, Esfahan
Academic Rank :Associate Professor


 2- Education Background  
Academic Degree Education Field University Country Year
B.Sc Elecetrical Engineering- Bioelectric Shahed University Iran 2002
M.Sc Elecetrical Engineering- Bioelectric Tarbiat Modares University Iran 2004
Ph.D Elecetrical Engineering- Bioelectric Tarbiat Modares University Iran 2008


 3- Educational Experience  
Row Specialized Courses Taught Degree
1 تجزيه و تحليل كارشناسي
2 زبان تخصصي برق كارشناسي
3 پردازش ديجيتالي سيگنال كارشناسي ارشد
4 پردازش تصوير كارشناسي ارشد
5 شناسايي آماري الگو كارشناسي ارشد
6 اصول سيستمهاي راديولوژي و تصويرگر پزشكي كارشناسي


 4- Research Interests  
Row Fields of Investigation and Specialized
1 Image Processing
2 Biosignal Processing
3 Pattern Recognition


 5- Research Activities    5-1) Paper Published in Journals  
Row Article title Journal Name Year Volume Article Printed Pages
1 Seizure-Specific Wavelet (Seizlet) Design for Epileptic Seizure Detection using CorrEntropy Ellipse Features based on Seizure Modulus Maximas Patterns Journal of Neuroscience Methods 2017 276 84-107
2 A Novel Retina-based Human Identification Algorithm based on Geometrical Shape Features Using a Hierarchical Matching Structure Computer Methods and Programs in Biomedicine 2017 141 43-58
3 Computer vision-based apple grading for golden delicious apples based on surface features Information Processing in Agriculture 2017 4-1 33-40
4 Decision-Level Fusion-Based Structure of Autism Diagnosis Using Interpretation of EEG Signals Related to Facial Expression Modes Neurophysiology 2017 49-1 59-71
5 Robust Intra-Class Distance-based Approach for Multimodal Biometric Game Theory-based Rank-Level Fusion of Ear, Palmprint and Signature Iranian Journal of Science and Technology, Transactions of Electrical Engineering 2017 41 51-64
6 Spectral Correlation Power-based Seizure Detection using Statistical Multi-Level Dimensionality Reduction and PSO-PNN Optimization Algorithm IETE Journal of Research 2017 63-5 736-753
7 A retinal image authentication framework based on a graph-based representation algorithm in a two-stage matching structure Biocybernetics and Biomedical Engineering 2017 37-4 742-759
8 Automatic brain hemorrhage segmentation and classification algorithm based on weighted grayscale histogram feature in a hierarchical classification st Biocybernetics and Biomedical Engineering 2016 36 217-232
9 Optical Disc Detection in Retinal Image Based on Spatial Density of Grayscale Pixels International Journal of Imaging and Robotics 2016 16-2 105-117
10 Real-time seizure prediction using RLS filtering and interpolated histogram feature based on hybrid optimization algorithm of Bayesian classifier and Computer Methods and Programs in Biomedicine 2016 132 115-136
11 Skin Lesion Classification from Dermoscopy Image using Structural Features and Random Forest International Journal of Tomography and Simulation 2016 29-3 75-91
12 A robust object tracking synthetic structure using regional mutual information and edge correlation-based tracking algorithm in aerial surveillance ap Signal Image and Video Processing 2015 9 175-189
13 Optimal Query-Based Relevance Feedback in Medical Image Retrieval Using Score Fusion-Based Classification Journal of digital Imaging 2015 28-2 160-178
14 Shadow Detection Based on Combinations of Hessenberg Decomposition and Principal Component Analysis in Surveillance Applications IETE JOURNAL OF RESEARCH 2015 61 269-284
15 An Automatic Aneurysm Extraction Algorithm in Fused Brain Digital Subtraction Angiography Images Biocybernetics and Biomedical Engineering 2015 38 1-12
16 A Feature-based Vehicle Tracking Algorithm Using Merge and Split-based Hierarchical Grouping International Journal of Signal and Data Processing 2015 12 33-46
17 Human Authentication Algorithm using Spectral Feature of Retinal Fundus Image International Journal of Tomography and Simulation 2015 28 23-38
18 Carpet Map Classification and Retrieval based on Color and Textural Features International Journal of Imaging and Robotics 2015 15 55-69
19 A Blood Vessel Segmentation Algorithm in Retinal Images Using Morphological and Spatial Features International Journal of Imaging and Robotics 2015 15 12-28
20 Breast cancer detection using MRF-based probable texture feature and decision-level fusion-based classification using HMM on thermography images Pattern Recognition 2015 48 1-11
21 Multiresolution Image Registration in Digital X-Ray Angiography with Intensity Variation Modeling Journal of Medical Systems 2014 38 1-10
22 Clavulanic acid production estimation based on color and structural features of streptomyces clavuligerus bacteria using self-organizing map and genet Computer Methods and Programs in Biomedicine 2014 114 337-348
23 Diagnosing Autism Spectrum Disorders Based on EEG Analysis: a Survey Neurophysiology 2014 46 183-195
24 An Automatic Fuzzy-based Multi-temporal Brain Digital Subtraction Angiography Image Fusion Algorithm Using Curvelet Transform and Content Selection St Journal of Medical Systems 2014 38 1-16
25 A Novel Intra-class Distance-based Signature Identification Algorithm Using Weighted Gabor Features and Dynamic Characteristics Arabian Journal for Science and Engineering 2013 38 3019-3029
26 Iris Image Identification Using Gray Level Co-occurrence Features and FMT-Based Normalization International Journal of Tomography and Simulation 2013 23-2 10-21
27 A Framework for Medical Image Retrieval Using Merging-Based Classification with Dependency Probability-Based Relevance Feedback TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES 2013 21 882-896
28 Kidney Extraction from Ultrasound Images Based on Multi-Scaling and Multi-directional Filters and Shape Model International Journal of Tomography and Simulation 2013 23 88-104
29 A fast and automatic algorithm for optic disc extraction in retinal images using PCA-based pre-processing and Curvelet transform JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION 2013 30 13-21
30 A Novel Fast Epileptic Seizure Onset Detection Algorithm Using General Tensor Discriminant Analysis Journal of Clinical Neurophysiology 2013 30 362-370
31 Facial Emotion Processing in Autism Spectrum Disorder Based on Spectral Features of EEG Signals International Journal of Imaging and Robotics 2013 11 68-80
32 Facial Expression Recognition Using ALGBP-TOP International Journal of Imaging and Robotics 2013 11 11-23
33 Medical X-ray Image Hierarchical Classification Using a Merging and Splitting Scheme in Feature Space Journal of Medical Signals and Sensors 2013 3 150-163
34 A Novel Framework for Logo Detection and Recognition from Document Images Journal of Intelligent Procedures in Electrical Technology 2012 3 66-73
35 Online Mental Task Classification based on DWT-PCA Features and Probabilistic Neural Network International Journal of Imaging and Robotics 2012 7 110-118
36 Automatic Optic Disc and Macula Extraction in Retinal Images Using Curvelet Transform-based Enhancement and Multi-Directional Functors International Journal of Tomography and Statistics 2012 19 81-96
37 A Novel Image-Based Human Age Estimation Algorithm using Local Texture Curvelet Transform Features and Improved Active Shape Model International Journal of Tomography and Statistics 2012 20 24-46
38 A Novel Age Estimation Algorithm Based on Texture Features and Curvelet Transform in Human Face Images International Review on Computers and Software (I.RE.CO.S.) 2012 7 149-157
39 A Novel Decision Level Fusion Algorithm for Dynamic Signature Identification System International Review on Computers and Software (I.RE.CO.S.) 2012 7 143-148
40 Kidney Region Extraction in Ultrasound Images Based on Gradient Descent Method and Curvelet Transform-based Enhancement International Review on Computers and Software (I.RE.CO.S.) 2012 7 132-142
41 Seizure Detection Algorithms Based on Analysis of EEG and ECG Signals: A Survey Neurophysiology 2012 44 174-186
42 A Score Level Fusion Approach for a Multimodal Biometric Identification System Using Ear and Palmprint International Journal of Mathematics and Computation 2012 17 34-45
43 A Novel Eigenborder-based Melanoma Diagnosis and Classification Algorithm in Dermoscopy Images International Journal of Imaging and Robotics 2012 8 61-84
44 A Robust Feature- based Digital Image Watermarking Scheme Using Fourier-Mellin Transform International Journal of Tomography and Statistics 2012 21 33-47
45 Surface and Corner Defect Detection on Tile Images Using Gabor Features, Level Set Segmentation and Dot Product International Journal of Imaging and Robotics 2012 8 11-29
46 A Novel Material Detection Algorithm Based on 2D GMM-Based Power Density Function and Image Detail Addition Scheme in Dual energy X-ray Images Journal of X-Ray Science and Technology 2012 20 213-228
47 Design and Simulation of Monopulse Patch Linear Array for Passive SAR Satellite Tracking International Journal on Communications Antenna and Propagation 2012 2 45-55
48 An Optimal EEG-based Emotion Recognition Algorithm Using Gabor Features WSEAS Transactions on Signal Processing 2012 8-3 87-99
49 Teeth Contour Extraction Using Modified Active Contour without Edges International Review on Computers and Software 2012 7-3 1130-1141
50 A Novel Automatic Synthetic Segmentation Algorithm Based on Mean Shift Clustering and Canny Edge Detector for Aerial and Satellite Images International Review on Computers and Software 2012 7-3 1122-1129
51 Optical Disc and Diabetic Retinopathy Detection in Retinal Images Using Morphological Operation and Region Growing International Review on Computers and Software 2012 7-4 1463-1469
52 Evaluation of Anesthesia Depth via EEG Using Wavelet Energy International Review on Computers and Software (I.RE.CO.S.) 2012 7 2266-2270
53 Optimum Feature Extraction with Wavelet Transform for Iris Recognition International Review on Computers and Software 2012 7-5 1996-2002
54 Vehicle Detection Based on Template Matching in Traffic Surveillance System International Review on Computers and Software 2012 7-3 1114-1121
55 License Plate Character Recognition Using Mixture of Expert Architecture Electronic Industries Journal 2012 3 41-60
56 Medical X-ray Image Clustering Using a New Gabor Function-Based Image Representation International Review on Computers and Software 2012 7-3 1100-1106
57 A Novel Relevance Feedback Approach Based on Similarity Measure Modification in an X-ray Image Retrieval System Based on Fuzzy Representation using Fu Journal of Intelligent Procedures in Electrical Technology 2011 2 31-42
58 Evaluating the Performance of MLP Neural Network and GRNN in Active Cancellation of Sound Noise Canadian Journal on Artificial Intelligence, Machine Learning and Pattern Recognition 2011 2 28-33
59 Combination of Feature and Pixel Level Image Fusion with Feedback Retina and IHS Model IAENG International Journal of Computer Science 2011 38 302-308
60 A Novel Logo Detection and Recognition Framework for Separated Part Logos in Document Images Australian Journal of Basic and Applied Sciences 2011 5 936-946
61 A Novel Epileptic Seizure Detection Algorithm Based on Analysis of EEG and ECG Signals Using Probabilistic Neural Network Australian Journal of Basic and Applied Sciences 2011 5 308-315
62 A Novel Weapon Detection Algorithm in X-ray Dual-Energy Images Based on Connected Component Analysis and Shape Features Australian Journal of Basic and Applied Sciences 2011 5 300-307
63 Page Layout Analysis of the Document Image based on the Region Classification in a Decision hierarchical Structure Journal of Intelligent Procedures in Electrical Technology 2010 4 37-44
64 Semantic Document Image Classification based on Valuable Text Pattern Journal of Intelligent Procedures in Electrical Technology 2010 4 49-56
65 A Hierarchical Structure of Classification based on Trainable Bayesian Classifier for Logo Detection and Recognition in Document Image Majlesi Journal of Electrical Engineering 2010 4 16-23
66 A Relevance Feedback Approach based on Modification of Similarity Measure Using Particle Swarm Optimization in a Medical X-ray Image Retrieval System Majlesi Journal of Electrical Engineering 2010 2 9-17
67 Content-Based Medical Image Classification Using a New Hierarchical Merging Scheme Journal of Computerized Medical Imaging and Graphics 2008 32 651-661
68 Fingerprint Classification Based on Spectral Features CSI Journal on Computer Science 2005 3 19-26
69 Shadow Detection Based on Combination of HSV Color Space and Principal Component Analysis in Surveillance Videos Electronics Industries Quarterly 2016 7-2 15-27
70 AN AUTOMATED APPROACH FOR DETECTION OF VESSEL BORDERS AND HARD PLAQUES IN INTRAVASCULAR ULTRASOUND IMAGES Journal of Electrical Engineering and Computer Engineering Iran 2016 14-2 155-162
71 Epilepsy Detection Based on Optimization of Fused Hartley Transform Feature with Hybrid Model of MLP and GA using Memetic Learning Strategy Journal of Electrical Engineering 2015 45 51-67
72 Epileptic Seizure Detection based on Wavelet Transform Statistics Map and EMD Method for Hilbert-Huang Spectral Analyzing in Gamma Frequency Band of E Journal of Intelligent Procedures in Electrical Technology 2015 6 23-36
73 Automatic Segmentation and Classification of Brain Hemorrhage Regions Using Multi-class Support Vector Machine in CT-scan Images Journal of Isfahan Medical School 2014 32-28 1-15
74 Content-Based Medical Image Retrieval Based on Image Feature Projection in Relevance Feedback Level Journal of Intelligent Procedures in Electrical Technology 2014 5-17 3-14
75 Breast Cancer Detection Based on Asymmetry Analysis Using Spectral Probable Feature on Thermography Images Iranian Journal of Breast Diseases 2014 6-4 15-25
76 Brain Blood Vessel Map Extraction Using Wavelet-based DSA Fusion Journal of Intelligent Procedures in Electrical Technology 2013 4-15 43-52
77 Segmentation of Melanoma and Other Pigmented Skin Lesions in Dermoscopic Images Using Fusion of Threshoding Methods Based on Reinforcement Algorithm Journal of Intelligent Procedures in Electrical Technology 2014 4-16 37-48
78 A Novel Image Watermarking Robustness Improving Algorithm Based on Combination of Wavelet and Singular Value Decomposition Transforms against Noisy an Journal of Intelligent Procedures in Electrical Technology 2012 3-10 43-53
79 A Joint Salt and Pepper Noise Removal and Resolution Enhancement Algorithm in Complex Wavelet Domain Journal of Intelligent Procedures in Electrical Technology 2012 3-9 19-26
80 Blood Vessels Extraction in Retinal Image Using New Generation Curvelet Transform and Adaptive Weighted Morphology Operators Intelligent Systems in Electrical Engineering 2013 3-4 63-76
81 Speed Sign Detection and Recognition Using Color and Shape Information Journal of Intelligent Procedures in Electrical Technology 2011 2-7 21-30

 5-2) Papers Presented at the Conference  
Row Article title Conference Name Conference Location Year
1 Insect Identification Based on Bioacoustic Signal Using Spectral and Temporal Features 25th Iranian Conference on Electrical Engineering (ICEE2017) Tehran-Toosi University of Technology 2017
2 Insect Sound Classification Based on Coefficients of Signal Model Using ELM Classifier 3rd International Conference on Pattern Analysis and Image Analysis Shahrekord University 2017
3 Eigen-Seizure for Signal Core Modeling Using PCA-RSF and Circular Mapping Distance Classifier in Automated Epileptic Seizure Detector 23rd Iranian Conference on Biomedical Engineering and 1st International Iranian Conference on Biomedical Engineering (ICBME2016) Tehran 2016
4 Retinal Optic Disk Segmentation and Analysis in Fundus Images using DBSCAN Clustering Algorithm 23rd Iranian Conference on Biomedical Engineering and 1st International Iranian Conference on Biomedical Engineering (ICBME2016) Tehran 2016
5 Periodogram Pattern Feature-based Seizure Detection Algorithm using Optimized Hybrid Model of MLP and Ant Colony 23rd Iranian Conference on Electrical Engineering (ICEE2015) Tehran 2015
6 Multi-temporal Fusion of Brain Digital Subtraction Angiography Images Based on Local Information Density Signal Processing and Intelligent Systems (SPIS2015) Amirkabir University, Tehran 2015
7 Singular Lorenz Measures Method for Seizure Detection using KNN-Scatter Search Optimization Algorithm first conference on Signal Processing and Intelligent Systems (SPIS2015) Amirkabir University, Tehran 2015
8 Power Complexity Feature-based Seizure Prediction using DNN and Firefly-BPNN Optimization Algorithm 22nd Iranian Conference on Biomedical Engineering (ICBME2015) Tehran 2015
9 Retinal Blood Vessel Classification Based on Color and Directional Features in Fundus Images 22nd Iranian Conference on Biomedical Engineering (ICBME2015) Tehran 2015
10 Invariant Pattern Descriptor-based Logo Recognition Using Radon Transform and Complex Moments 12th IEEE India International Conference Electronics, Energy, Environment, Communication, Computer, Control (INDICON2015) New Delhi, India 2015
11 Lagged Correlogram Patterns-based Seizure Detection Algorithm using Optimized HMM Feature Fusion 12th IEEE India International Conference Electronics, Energy, Environment, Communication, Computer, Control (INDICON2015) New delhi, India 2015
12 Shadow Detection Based on Combinations of HSV Color Space and Orthogonal Transformation in Surveillance Videos 12th Iranian Conference on Intelligent Systems Bam, Iran 2014
13 Object Depth Extraction in Images using Defocus Blurring Iranian Conference on Electrical Islamic Azad University of Gonabad 2014
14 A Rotation Invariant Retina Identification Algorithm using Tessellation-based Spectral Feature 21st Iranian Conference on Biomedical Engineering (ICBM 2014) Tehran-Amirkabir University 2014
15 Virulent Melanoma Skin Lesion Detection in Dermoscopic Images 6th National Conference of Electrical and Electronics Engineers Gonabad 2014
16 Transformation a 2D Image to 3D Depth Map using Defocus Blurring The second National Conference on Computer Science and Engineering (CCSE 2014) Najafabad Branch, Islamic Azad University 2014
17 Iranian License Plate Character Recognition Using Mixture of MLP Experts International Conference on Communication Systems and Network Technologies India 2013
18 Mental Task Classification Based on HMM and BPNN International Conference on Communication Systems and Network Technologies India 2013
19 Children Detection Algorithm Based on Statistical Models and LDA in Human Face Images International Conference on Communication Systems and Network Technologies India 2013
20 Signature Identification using Dynamic and HMM Features and KNN Classifier International Conference on Communication Systems and Network Technologies India 2013
21 Graph-Based Hyperspectral Image Classification Using Outliers Detection based on Spatial Information and Estimating of the Number of GMM Mixtures International Conference on Communication Systems and Network Technologies (CSNT 2013) India 2013
22 Hyperspectral Image Segmentation Using Seed Points and Minimum Path Estimation Method International Conference on Communication Systems and Network Technologies India 2013
23 Patient-Specific Epileptic Seizure Onset Detection Algorithm Based on Spectral Features and IPSONN Classifier International Conference on Communication Systems and Network Technologies (CSNT 2013) India 2013
24 Kidney Segmentation in Ultrasound Images Using Curvelet Transform and Shape Prior International Conference on Communication Systems and Network Technologies (CSNT 2013) India 2013
25 Feature Descriptor Optimization in Medical Image Retrieval Based on Genetic Algorithm 20th Iranian Conference on Biomedical Engineering (ICBME2013) University of Tehran 2013
26 An Automated Vessel Segmentation Algorithm in Retinal Images Using 2D Gabor Wavelet 8th Iranian Conference on Machine Vision and Image Processing university of Zanjan, Iran 2013
27 Carpet Map Classification Based on Directional and Textural Features 8th Iranian Conference on Machine Vision and Image Processing (MVIP2013) university of Zanjan 2013
28 Brain Blood Vessel Map Extraction Using Wavelet-based DSA Fusion 8th Iranian Conference on Machine Vision and Image Processing university of Zanjan, Iran 2013
29 Facial Expression Recognition Based on Combination of Spatio-temporal and Spectral Features in Local Facial Regions 8th Iranian Conference on Machine Vision and Image Processing uiversity of Zanjan 2013
30 Breast Cancer Detection Using Spectral Probable Feature on Thermography Images 8th Iranian Conference on Machine Vision and Image Processing university ofZanjan 2013
31 Dermoscopy Image Segmentation Using a Modified Level Set Algorithm Fourth International Conference on Computational Intelligence and Communication Networks (CICN2012) India 2012
32 Medical X-ray Images Classification Based on Shape Features and Bayesian Rule Fourth International Conference on Computational Intelligence and Communication Networks (CICN2012) India 2012
33 Material Detection Based on GMM-Based Power Density Function Estimation and Fused Image in Dual-energy X-ray Images Fourth International Conference on Computational Intelligence and Communication Networks (CICN2012) India 2012
34 Image Registration Using Template Matching and Similarity Measures for Dental Radiograph Fourth International Conference on Computational Intelligence and Communication Networks (CICN2012) India 2012
35 Robust Object Tracking Using Regional Mutual Information and Normalized Cross Correlation Fourth International Conference on Computational Intelligence and Communication Networks (CICN2012) India 2012
36 A Hierarchical Logo Detection and Recognition Algorithm Using Two-stage Segmentation and Multiple Classifiers Fourth International Conference on Computational Intelligence and Communication Networks (CICN2012) India 2012
37 Vehicle Stop Detection Algorithm Based on Motion Analysis in Access Control System Application Fourth International Conference on Computational Intelligence and Communication Networks (CICN2012) India 2012
38 A Clustering Technique for Remote Sensing Images using Combination of Watershed algorithm and Gustafson-Kessel Clustering Fourth International Conference on Computational Intelligence and Communication Networks (CICN2012) India 2012
39 EEG Signal Compression Based on Adaptive Arithmetic Coding and First-order Markov Model for an Ambulatory Monitoring System Fourth International Conference on Computational Intelligence and Communication Networks (CICN2012) India 2012
40 A robust and real-time road line extraction algorithm using Hough transform in intelligent transportation system application IEEE International Conference on Computer Science and Automation Engineering (CSAE) China 2012
41 Image Resolution Enhancement Using Dual-Tree Complex Wavelet Transform and Neural Networks International Conference on Graphic and Image Processing (ICGIP 2011) Egypt 2011
42 Corner Defect Detection Based on Dot Product in Ceramic Tile Images 7th IEEE Int. Colloquium on Signal Processing Malaysia 2011
43 A Novel Prosthetic Hand Control Approach Based on Genetic Algorithm and Wavelet Transform Features 7th IEEE Int. Colloquium on Signal Processing Malaysia 2011
44 Fast Logo Detection Based on Morphological Features in Document Images 7th IEEE Int. Colloquium on Signal Processing Malaysia 2011
45 A Novel Interpolation Method Using Radon Transform 7th IEEE Int. Colloquium on Signal Processing Malaysia 2011
46 Comparison of Feed-Forward and Recurrent Neural Networks in Active Cancellation of Sound Noise International Conference on Multimedia and Signal Processing (CMSP 2011) China 2011
47 Dynamic study and Stability Analyze of Damping Cohefision and Reactance in TCSC Controller Connected on Optimization SMIB System 3rd IEEE International Conference on Communication Software and Networks (ICCSN) China 2011
48 Decentralized Adaptive Control for a Class of Large Scale Nonlinear Systems using Wavelet Networks 3rd IEEE International Conference on Communication Software and Networks (ICCSN) China 2011
49 A Semi Automatic Algorithm Based on Morphology Features for Measuring of Root 3rd IEEE International Conference on Communication Software and Networks (ICCSN) China 2011
50 A Novel Synthetic Image Watermarking Algorithm Based on Discrete Wavelet Transform and Fourier-Mellin Transform 3rd IEEE International Conference on Communication Software and Networks (ICCSN) China 2011
51 Iris Image Classification Based on Texture and Fourier Mellin Transform Features 3rd IEEE International Conference on Communication Software and Networks (ICCSN) China 2011
52 A Novel Effective Feature Selection Algorithm based on S-PCA and Wavelet Transform Features in EEG Signal Classification 3rd IEEE International Conference on Communication Software and Networks (ICCSN) China 2011
53 Using Structural and Color Features of Streptomyces Clavuligerus Bacteria in Approximating of Production Level of Clavulanic Acid 3rd IEEE International Conference on Communication Software and Networks (ICCSN) China 2011
54 A Joint Salt and Pepper Noise Removal and Resolution Enhancement Algorithm in Complex Wavelet Domain International Conference on Computer Engineering and Applications (ICCEA 2011) China 2011
55 Comparison of Multilayer Perceptron and Generalized Regression Neural Networks in Active Noise Control Third Pacific-Asia Conference on Circuits, Communications and System (PACCS2011) China 2011
56 New image compression algorithm using proposed quantization approach International Conference on Pattern Analysis and Intelligent Robotics (ICPAIR 2011) Malaysia 2011
57 A Novel Weapon Detection Framework in High-energy X-ray Dual-energy images Based on Shape and Edge Features 3rd International Conference on Software Technology and Engineering (ICSTE 2011) Malaysia 2011
58 An Ear Identification System Using Local-Gabor Features and KNN Classifier 7th Iranian Machine Vision and Image Processing (MVIP2011) Tehran, Iran 2011
59 Robust and Real Time Object Tracking Using Regional Mutual Information in Surveillance and Reconnaissance Systems 7th Iranian Machine Vision and Image Processing (MVIP2011) Tehran 2011
60 A Novel Rank-Level Fusion for Multispectral Palmprint Identification System International Conference on Intelligent Computation and Bio-Medical Instrumentation (ICBMI) Wuhan, China 2011
61 A Fast Logo Recognition Algorithm in Noisy Document Images International Conference on Intelligent Computation and Bio-Medical Instrumentation (ICBMI) China 2011
62 Multiresolution Search Strategy for Elastic Registration of X-Ray Angiography Images International Conference on Intelligent Computation and Bio-Medical Instrumentation (ICBMI) China 2011
63 Real- Time Seizure Detection Based on EEG and ECG Fused Features Using Gabor Functions International Conference on Intelligent Computation and Bio-Medical Instrumentation (ICBMI) China 2011
64 Epileptic Seizure Onset Detection Algorithm Using Dynamic Cascade Feed-Forward Neural Networks International Conference on Intelligent Computation and Bio-Medical Instrumentation (ICBMI) China 2011
65 Online Epilepsy Diagnosis Based on Analysis of EEG Signals by Hybrid Adaptive Filtering and Higher-order Crossings International Conference on Intelligent Computation and Bio-Medical Instrumentation (ICBMI) China 2011
66 Automatic Prediction of Epileptic Seizure Using Kernel Fisher Discriminant Classifiers International Conference on Intelligent Computation and Bio-Medical Instrumentation (ICBMI) China 2011
67 A New Feature Dimensionally Reduction Approach Based on General Tensor Discriminant Analysis in EEG Signal Classification International Conference on Intelligent Computation and Bio-Medical Instrumentation (ICBMI) China 2011
68 A Novel Method for Improving Edge Detection Using Negative and Gamma Correction Functions International Conference on Intelligent Computation and Bio-Medical Instrumentation (ICBMI) China 2011
69 Upper and Lower Jaw Segmentation in Dental X-ray Image Using Modified Active Contour International Conference on Intelligent Computation and Bio-Medical Instrumentation (ICBMI) China 2011
70 Performance of Forward Neural Network in Active Control of Modeled Sound Noise 19th Iranian conference on Electrical Engineering (ICEE2011) Tehran 2011
71 Current mode quadrature oscillator based on two CDTAs 2nd National Electrical Engineering Conf. (NEEC2010) Isfahan 2010
72 Optimum Similarity Measure Detection based on eigenface in Verification and Identification Applications 2nd National Electrical Engineering Conf. (NEEC2010) Isfahan 2010
73 A Low Power 2.5Gb/s CMOS Optoelectronic Amplifier 2nd National Electrical Engineering Conf. (NEEC2010) Isfahan 2010
74 Semantic Information Extraction from Document Image based on Classification 2nd National Electrical Engineering Conf. (NEEC2010) Isfahan 2010
75 SAR Satellite Detecting and Tracking Using Phase Array Antenna 4th conf. on Commands Control, Communications, Computers and Intelligence (C4I2010) Tehran 2010
76 Logo detection in document images using morphological operation and boundary extension of feature rectangle algorithm 6th Iranian Conference on Machine Vision and Image Processing(MVIP2010) Isfahan 2010
77 Speed Sign detection in Road Images in Smart Driving Application 6th Iranian Conference on Machine Vision and Image Processing(MVIP2010) Isfahan 2010
78 Road Boundary Extraction Under Nonuniform Light Condition using Coordinate Logic Filters IEEE International Conference on Computational Intelligence and Computing Research (ICCIC2010) India 2010
79 Production Level Estimation of Clavulanic Acid Using Structural and Color Features from Streptomyses Clavuligerus Bacteria 17th Iranian Conference of Biomedical Engineering (ICBME2010) Isfahan 2010
80 Lesion Detection in Dermoscopy Images Using Sarsa Reinforcement Algorithm 17th Iranian Conference of Biomedical Engineering (ICBME2010) Isfahan 2010
81 Wideband double layer Substrate Integrated Waveguide directional coupler 5th Int. Symposium on Telecommunications (IST2010) Tehran 2010
82 Content-Based Medical Image Classification Using Spectral Features and Directional Histogram in Multi scale Space 14th Iranian Conf. on Biomedical Engineering (ICBME2008) Tehran 2008
83 Content-based Medical Classification in a Hierarchical Structure Using a New Unsupervised Clustering 13th Computer Society of Iran Computer Conf. (CSICC08) Kish, Iran 2008
84 A Novel Hybrid Relevance Feedback based on Euclidean Distance and Probability Function Similarity Measures in a X-ray Medical Images Retrieval System 16th Iranian Conference on Electrical Engineering (ICEE2008) Tehran 2008
85 Improvement the Performance of an Automatic Object Tracking System in the Various Optical Conditions 12th Computer Society of Iran Computer Conf. (CSICC07) Tehran 2007
86 A Novel Hybrid Relevance Feedback Approach Based on Estimation of Query Distribution Function and Modification of Similarity Function 12th Computer Society of Iran Computer Conf. (CSICC07) Tehran 2007
87 A Content-Based Image Retrieval System in Radiography Image Database Application 13th Iranian Conf. on Biomedical Engineering (ICBME2007) Tehran 2007
88 Fingerprint classification based on local direction of ridges 14th Iranian Conference on Electrical Engineering, ICEE2006 Tehran 2006
89 Fingerprint Classification by Neural Networks 3rd Iranian Conference on Machine Vision and Image Processing(MVIP2005) Tehran 2005
90 Fingerprint Classification Based on 2-D Wavelet Features Extraction 10th Computer Society of Iran Computer Conf. (CSICC05) Tehran 2005
91 Fingerprint classification Based on Spectral Features 13th Iranian Conference on Electrical Engineering, ICEE2005 Zanjan 2005
92 FINGERPRINT CLASSIFICATION WITH PROBABILISTIC NEURAL NETWORK 8th IEEE Int. Symposium on Signal Processing and its Applications (ISSAP2005) Australia 2005

 5-3) Completed Research Plans  
Row Title Responsibility Project Kind
1 Vehicle tracking in surveillance video images using feature point-based approaches Director Internal Grant
2 Explosive and Weapon Detection in a Dual Energy Transmission X-ray-based Inspection System Director Internal Grant
3 Logo Recognition and Classification in the Official Document Image Director Internal Grant
4 The improvement of content-based X-ray image retrieval performance using relevance feedback approach. Director Internal Grant
5 Content-based document and non-document image classification Director Internal Grant

 5-4) Compilation and Books  
Row Title Compilation Kind Compilation Publishing Date Publisher
1 Medical Imaging Systems: Principles and Operation Compilation 2017 Najafabad Branch, Islamic Azad University
2 VHDL Hardware Description Language and FPGA Principle Compilation 2011 IAUN

 5-5) Initiative, Innovation and Invention, and Valuable Asrbdy  
Row Title Registration Place Reference Confirmed Date
1 Portable System for Insect Identification Based on Linux-based Board Iran 2017
2 Intelligent Computational Epileptic Seizure Prediction and Real-Time Detection System by EEG Signal Monitoring and Processing Iran 2017
3 Machine Vision System for Furnace Coloring Qualitative Inspection of Steel Drum Iran 2016

 5-6) Awards and Honors  
Row Institution Title Festival Date Reference Award Announcement
1 Najafabad Branch, Islamic Azad University Superior Researcher of Najafabad Branch, Islamic Azad University 2012
2 Basije Asatid of Isfahan Universities Superior Researcher of Basije Asatid of Isfahan Universities 2012
3 Islamic Azad University Superior Researcher of Islamic Azad University in Isfahan State 2013
4 Najafabad Branch, Islamic Azad University Superior Researcher of Najafabad Branch, Islamic Azad University 2014
5 استانداري اصفهان Superior Researcher of All Universities in Isfahan State 2015
6 Islamic Azad University Superior Researcher of Iran in the 4th Farhikhtegan Festival 2016

 5-7) Lecturer Of Workshop  
Row Title Date


 6- Executive Experience  
Row Title Executive Year
1 Dean of Research of Elecrical Engineering Faculty 2009
2 Dean of Bioelectric Education Group 2011
3 Dean of Digital Processing and Machine Vision Research Cente 2016