REZA SAFABAKHSH
Professor
Department of Computer Engineering
Artificial Intelligent and Robotics
Department of Computer Engineering
Artificial Intelligent and Robotics
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Pepole
CV
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Email:
safa
aut.ac.ir
aut.ac.irPhone:
64542728
h-index (Scopus):
26
Citations (Scopus):
2741
Research Interests
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Title
Start date
1
Deep Learning
2
Reinforcement Learning
3
Computer Vision
Supervised PhD Theses
#
Thesis title
By
Date
1
Improving UAV navigation in the landing phase With Inertial and Vision Sensors
Sina Taghizadeh & Reza Safabakhsh
January 2024
2
Variable Signature Modeling for Spectral Unmixing
Ali Jafari & Reza Safabakhsh
November 2016
3
Mathematical and Computational Modeling of the Interaction between the Immune and Nervous Systems
Hamed Malek & Reza Safabakhsh
November 2015
4
Improved Particle Swarm Optimizers for Non-Stationary Environments
Ahmad Nikababdi & Reza Safabakhsh
April 2012
5
NO TITLE]
Peyman Adibi & Reza Safabakhsh
November 2009
Supervised MSc Theses
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Thesis title
By
Date
1
Anomaly detection in cryptocurrency time-series using Generative Adversarial Networks
Behnam Zargari & Reza Safabakhsh
September 2023
2
Tinnitus Disorder Detection and Classification Using Deep Learning Techniques
Halimeh Rahimi & Reza Safabakhsh
July 2023
3
Forecasting financial time series data based on a deep hybrid model
Asma Gharekhani & Reza Safabakhsh
May 2023
4
Face Attributes Editing using Generative Adversarial Networks
Najmeh Mohammadbagheri & Reza Safabakhsh
March 2023
5
Short-Term Power Load Forecasting and Abnormal Consumers Detection by Clustering Smart-Meters Data
Parham Shayan Doust & Reza Safabakhsh
October 2022
6
Content based image retrieval using deep learning
Bita Jalali & Reza Safabakhsh
March 2022
7
Anomaly detection on time series using deep neural networks
Javad Sheikh & Reza Safabakhsh
September 2021
8
document summarization : a deep reinforcement learning approach
Azadeh Fakhim & Reza Safabakhsh
February 2021
9
Machin-learning-based Traffic Violation Detection in Urban Videos
Farshad Mahvash Mohammadi & Reza Safabakhsh
February 2021
10
Camoufrlaged Objects Detection and Tracking using Active Contours and Neural Networks
Mohammadjavad Matinkia & Reza Safabakhsh
July 2020
11
lecture quality assessment using audience reaction
Elaheh Mohammadreza & Reza Safabakhsh
September 2019
12
Visual Question Answering using Deep Convolutional Neural Networks
Hesam Shokri Asri & Reza Safabakhsh
July 2019
13
Object Recognition using Evolutionary methods
Mohammad Sohrabi Nasrabadi & Reza Safabakhsh
June 2019
14
Elderly Human Activity Recognition in Smart Indoor Environments
Midiya Jahantabi & Reza Safabakhsh
July 2018
15
Text Localization in Urban Scenes using Deep Convolutional Neural Network
Mitra Behzadi & Reza Safabakhsh
July 2018
16
Automatic Image Captioning Using Deep Convolutional and Recurrent Neural Networks
Ahmad Asadi & Reza Safabakhsh
February 2018
17
Recognition of Printed Farsi Text in Usual Fonts Using Deep Convolutional Neural Networks
Saman Malek Ghasemian & Reza Safabakhsh
February 2018
18
reading analog gauge with machine vision
Mahta Javaheri & Reza Safabakhsh
October 2017
19
teacher entry and exit recognition in smart class based on face detection
Maryam Moshrefizadeh & Reza Safabakhsh
September 2017
20
Motorcycles Detection and Tracking in Traffic images using a Deformable Part Model
for Autonomous Vehicle
Ahmad Kaviani & Reza Safabakhsh
July 2017
21
Vehicle tracking in open areas images based on sparse representation
Reza Naseri Saray & Reza Safabakhsh
March 2017
22
Intelligent Vehicle Localization Using Machine Vision
Ehsan Shojaedini & Reza Safabakhsh
February 2017
23
a hybrid linear and nonlinear model for paper consumption prediction
Seyedmojtaba Kargar & Reza Safabakhsh
October 2016
24
Fingerprint recognition using convolutional neural networks
Mohammad Hasan Safavian & Reza Safabakhsh
May 2016
25
Traffic light detection for autonomous vehicles in urban environments
Shima Jafarikaliji & Reza Safabakhsh
February 2016
26
Real-time Detection and localization of Traffic Panels and persian text in street-level Videos
Navid Khazaee Korghond & Reza Safabakhsh
February 2016
27
Real-time Traffic Sign Detection and Recognition
Mahsa Mirabdollahi Shams & Reza Safabakhsh
February 2016
28
person Recognition at home based on face and body information with kinect
Shaghayegh Gharghabi & Reza Safabakhsh
February 2015
29
monocular slam in robocup soccer fields
Taher Abbas Shangary & Reza Safabakhsh
February 2015
30
3D Coordinate Measurement of EF7 Cylinder Block Holes By Machine Vision
Ali Saheli & Reza Safabakhsh
October 2014
31
Human entry and exit detection and recognition in a Labratory
Hassan Kian & Reza Safabakhsh
October 2014
32
Vehicle detection an vehicle type determination in video
Shiva Kamkar & Reza Safabakhsh
October 2014
33
Recognition of multi font printed Farsi text using hidden Markov model and language model
Saeed Torabzadeh & Reza Safabakhsh
October 2014
34
designing large scale recurrent neural networks with incremental learning using PSO and reinforcement learning
Mojtaba Taherkhani & Reza Safabakhsh
September 2014
35
Normal Chain of Connected-Component Contour (N4C) and its application in Automatic Writer Identification
Alireza Zarei & Reza Safabakhsh
September 2014
36
Facial modeling for efficient face recognition
Nastaran Nourbakhsh Kaashki & Reza Safabakhsh
August 2014
37
Humam detection and tracking in crowded environments with occlusion
Sahar Rahmatian & Reza Safabakhsh
August 2014
38
Simultaneous localization and mapping for unmanned aerial vehicle
Ghazal Zand & Reza Safabakhsh
June 2014
39
uav landing using machine vision
Simindokht Jahangard & Reza Safabakhsh
February 2014
40
Partially Occluded pedestrian Detection
Seyedeh Neelufar Payrovnaziri & Reza Safabakhsh
November 2013
41
Automatic Detection and Recognition Of Farsi License Plates
Helia Farhood & Reza Safabakhsh
September 2013
42
traffic lights control based on traffic flow and pedestrian volume estimated from visual
Marjan Jalaly Moghaddam & Reza Safabakhsh
July 2013
43
human recognition based on ear shape
Mina Shahriari & Reza Safabakhsh
July 2013
44
writer identification and verification using local binary patterns
Alireza Ghanbarian & Reza Safabakhsh
June 2013
45
blind steganalysis of jpeg images with neural networks
Manoosh Farifteh Jahantigh & Reza Safabakhsh
May 2013
46
time & attendance system based on face recognition
Negin Harandi & Reza Safabakhsh
May 2013
47
image segmentation using evolutioary multi objective clustering
Pooya Parsa & Reza Safabakhsh
May 2013
48
accident detection at intersections
Arman Hosseinzadeh & Reza Safabakhsh
June 2012
49
vision -based real time obstacle detection and tracking in intelligent vehicles
Atena Sadat Kalaki & Reza Safabakhsh
June 2012
50
Human head movement recognition and pose estimation
Hamed Habibi Aghdam & Reza Safabakhsh
May 2012
51
d-3 object model construction using projection moire technique
Arezoo Movaghar & Reza Safabakhsh
February 2012
52
designing patterns to increase invisibility of objects in computer game scenes
Arash Abdi Hejrandoost & Reza Safabakhsh
October 2011
53
fusing face and gait biometriccs for video-based human identification
Ahmad Babaeian Jelodar & Reza Safabakhsh
July 2011
54
enhancement of the growing hierarchical self-organizing networks
Zahra Bahmanidehkordi & Reza Safabakhsh
June 2011
55
detection and registration of several drivung violations in a video sequence using neural networks
Afsane Ghasemi Ghale Bahmani & Reza Safabakhsh
June 2011
56
data mining and drug basket analysis
Alireza Shirazi & Reza Safabakhsh
May 2011
57
crisis management based on geographic information systems
Behnaz Mahmoodzadeh & Reza Safabakhsh
May 2011
58
enhancement of data hiding methods in spatial domain
Kazem Ghazanfari & Reza Safabakhsh
October 2010
59
a new method for non-stationary time series prediction
Farideh Sharifnezhad & Reza Safabakhsh
July 2010
60
Text-independent writer identification and verification on offline handwriting
Golnaz Ghiasi & Reza Safabakhsh
July 2010
61
Design and evaluation of distributed intelligent camera network for object tracking
Jenia Baghdanian & Reza Safabakhsh
July 2009
62
Multi-objective optimization in sensor networks with learning methods
Mohammad Rahimi & Reza Safabakhsh
July 2009
63
Tracking players and ball in indoor soccer game video sequence
Soudeh Kasiri Bidhendi & Reza Safabakhsh
July 2009
64
Face and ear biometric for human recognition
Nasim Souly & Reza Safabakhsh
February 2009
65
A multimodal biometric identification system based on iris and fingerprint biometrics
Hamed Kiani Galoogahi & Reza Safabakhsh
January 2009
66
MODEL BASED HUMAN GAIT RECOGNITION
Faezeh Tafazzoli & Reza Safabakhsh
May 2008
67
REAL-TIME HAND RECOGNITION IN HUMAN- COMPUTER INTERACTION
Seyednaser Nourashrafeddin & Reza Safabakhsh
March 2008
68
arabic text recognition using neural network and hidden markov model in mobile window
Mojtaba Shafaghi & Reza Safabakhsh
March 2008
69
MACROSCOPIC SIMULATION OF INTERACTIVE INTELLIGENT AGENT-BASED CONTROL TRAFFIC LIGHTS
Lobat Azizi & Reza Safabakhsh
September 2007
70
STUDY OF CONVERGENCE CHORACTERISTICS OF REINFORCEMENT LEARNING WITH FUNCTION APPROIMATION
Babak Behsaz & Reza Safabakhsh
July 2007
71
PALMPRINT IDENTIFICATION AND VERIFICATION WITH GABOR FILTER AND PCA
Azadeh Ghandehari & Reza Safabakhsh
March 2007
72
DESIGN OF THE EVOLUTIONARY MODULAR NEURAL NETWORKS
Ahmad Nikabadi & Reza Safabakhsh
January 2007
73
REIN FORCEMENT LEARNING USING TIME-ADAPTIVE SEM
Hesam Montazeri & Reza Safabakhsh
January 2007
74
MULTI-CAMERA MULTI-PEOPLE RACKING
Mohammad Izadi & Reza Safabakhsh
July 2006
75
HUMAN LEUKOCYTE DETECTION IN NORMAL BLOOD MICROSCOPIC IMAGES
Fatemeh Zamani & Reza Safabakhsh
May 2006
76
A SYSTEM FOR THE SEARCH, STORAGE AND RETRIEVAL OF HUMAN FACE IMAGES
Narjesossadat Nourbakhsh & Reza Safabakhsh
May 2006
Books
#
Title
Author(s)
Publisher country
publication date
version
Portal Records
1
Deep Learning: Concepts and Architectures chapter: 4 The Encoder-Decoder Framework and Its Applications
Ahmad Asadi, Reza Safabakhsh
Germany
October 2019
1
2
Swarm Intelligence Volume 1: Principles, current algorithms and methods
Ahmad Nikabadi, Reza Safabakhsh, Mohammad Mehdi Ebadzadeh
United Kingdom
July 2018
1
3
Principles of Writing Scientific Technical Papers
Reza Safabakhsh
Iran (Islamic Republic of)
December 2021
1
Journal Papers
Portal Records
1
Zeinab Ghasemi Naraghi, Ahmad Nikabadi, Reza Safabakhsh, "Towards Reliable Multi-Person Pose Estimation Using Conditional Random Fields", PATTERN RECOGNITION LETTERS, November 2023
Vol. -,
Num. 175,
Page 59-65,
November 2023,
2
Zeinab Ghasemi Naraghi, Ahmad Nikabadi, Reza Safabakhsh, "Multi-Task Learning Using Uncertainty for Realtime Multi-Person Pose Estimation", Journal of Electrical and Computer Engineering Innovations (JECEI), October 2023
Vol. -,
Num. 0,
Page 147-162,
October 2023,
3
Sina Taghizadeh, Reza Safabakhsh, "An Integrated INS/GNSS system with an attention-based hierarchical LSTM during GNSS outage", GPS SOLUTIONS, February 2023
Vol. 27,
Num. 71,
Page 1-12,
February 2023,
4
Sina Taghizadeh, Reza Safabakhsh, "Low-cost integrated INS/GNSS using adaptive H? Cubature Kalman Filter", JOURNAL OF NAVIGATION, February 2023
Vol. 1,
Num. 1,
Page 1-19,
February 2023,
5
Mehran Taghian Jazi, Ahmad Asadi, Reza Safabakhsh, "A Reinforcement Learning-based Encoder-Decoder Framework for Learning Stock Trading Rules", Journal of Artificial Intelligence and Data Mining, January 2023
Vol. 11,
Num. 1,
Page 103-118,
January 2023,
6
Mehran Taghian Jazi, Ahmad Asadi, Reza Safabakhsh, "Learning financial asset-specific trading rules via deep reinforcement
learning", EXPERT SYSTEMS WITH APPLICATIONS, June 2022
Vol. 195,
Num. 1,
Page 1-19,
June 2022,
7
Sina Taghizadeh, Mohsen Nezhadshaibodaghi, Reza Safabakhsh, Mohammad Reza Mosavi, "A low?cost integrated navigation system based on factor graph
nonlinear optimization for autonomous fight", GPS SOLUTIONS, May 2022
Vol. 26,
Num. 78,
Page 1-15,
May 2022,
8
Zeinab Ghasemi Naraghi, Ahmad Nikabadi, Reza Safabakhsh, "LogSE: An Uncertainty-Based Multi-Task Loss Function for Learning Two Regression Tasks", JOURNAL OF UNIVERSAL COMPUTER SCIENCE, February 2022
Vol. 28,
Num. 2,
Page 141-159,
February 2022,
9
Manijeh Talebi, Ahmad Nikabadi, Baris Majnounian, Ehsan Abdi, Reza Safabakhsh, Nafiseh Izadyar, Andrea Laschi, "Forest road planning to improve tourism accessibility: a comparison of different methods applied in a real case study", Geocarto International, January 2022
Vol. 1,
Num. 1,
Page 1-16,
January 2022,
10
Arash Abdi Hejrandoost, Reza Safabakhsh, "An Automatic Graphic Pattern Generation Algorithm and Its Application to the Multipurpose Camouflage Pattern Design", IEEE Transactions on Cybernetics, January 2022
Vol. 1,
Num. 1,
Page 1-15,
January 2022,
11
Hamed Malek, Mohammad Mehdi Ebadzadeh, Reza Safabakhsh, Alireza Razavi, "Mathematical analysis of the role of pituitary-adrenal interactions in ultradian rhythms of the HPA axis", COMPUTERS IN BIOLOGY AND MEDICINE, August 2021
Vol. 135,
Num. 104580,
Page 1-7,
August 2021,
12
, Tahmineh Hosseinian, Roghayeh Saeidi, S.Ahmad Motamedi, Mohammad Javad Abdollahifard, Reza Mansoori, Reza Safabakhsh, "KAZE-SAR: SAR Image Registration Using KAZE Detector and Modified SURF Descriptor for Tackling Speckle Noise", IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, June 2021
Vol. -,
Num. 0,
Page 1-12,
June 2021,
13
Elaheh Mohammadreza, Reza Safabakhsh, "Lecture quality assessment based on the audience reactions using machine learning and neural networks", Computers and Education: Artificial Intelligence, May 2021
Vol. 2,
Num. 1,
Page 1-10,
May 2021,
14
Mohammad Sohrabi Nasrabadi, Reza Safabakhsh, "3D object recognition with a linear time-varying system of
overlay layers", IET COMPUTER VISION, April 2021
Vol. 1,
Num. 1,
Page 1-12,
April 2021,
15
Mohammad Hadi Goldani, Saeede Momtazi, Reza Safabakhsh, "Detecting Fake News with Capsule Neural Networks", APPLIED SOFT COMPUTING, March 2021
Vol. 101,
Num. 106991,
Page 0-0,
March 2021,
16
Mohammad Hadi Goldani, Reza Safabakhsh, Saeede Momtazi, "Convolutional neural network with margin loss for fake news detection", INFORMATION PROCESSING & MANAGEMENT, December 2020
Vol. 58,
Num. 1,
Page 0-0,
December 2020,
17
Alireza Ghanbarian, Golnaz Ghiasi, Reza Safabakhsh, Narges Arastouei, "Writer Identification with n-tuple direction feature from contour", IET IMAGE PROCESSING, May 2020
Vol. 14,
Num. 6,
Page 1101-1109,
May 2020,
18
Somayeh Bakhshaei, Reza Safabakhsh, Shahram Khadivi, "Matching Graph, a Method for Extracting Parallel Information from Comparable Corpora", ACM Transactions on Asian and Low-Resource Language Information Processing, August 2019
Vol. 19,
Num. 0,
Page 0-0,
August 2019,
19
Marjan Jalaly Moghaddam, Matinsadat Hosseini, Reza Safabakhsh, "Fuzzy Q-learning traffic light control based on traffic flow and pedestrian number estimated from visual information", journal of Computer and Knowledge Engineering (CKE), July 2019
Vol. 2,
Num. 1,
Page 1-10,
July 2019,
20
Ehsan Shojaedini, Mahshid Majd, Reza Safabakhsh, "Novel adaptive genetic algorithm sample consensus", APPLIED SOFT COMPUTING, April 2019
Vol. 77,
Num. 4,
Page 635-642,
April 2019,
21
Arezoo Torkaman, Reza Safabakhsh, "Robust Opponent Modeling in Real-Time Strategy Games Using Bayesian Networks", Journal of Artificial Intelligence and Data Mining, April 2019
Vol. 7,
Num. 1,
Page 149-159,
April 2019,
22
Mahshid Majd, Reza Safabakhsh, "Correlational Convolutional LSTM for human action recognition", NEUROCOMPUTING, April 2019
Vol. 396,
Num. 0,
Page 224-229,
April 2019,
23
Mohammad Fakhredanesh, Mohammad Rahmati, Reza Safabakhsh, "Steganography in discrete wavelet transform based on human visual system and cover model", MULTIMEDIA TOOLS AND APPLICATIONS, February 2019
Vol. 0,
Num. 0,
Page 0-0,
February 2019,
24
Mahshid Majd, Reza Safabakhsh, "A motion-aware ConvLSTM network for action recognition", APPLIED INTELLIGENCE, January 2019
Vol. 49,
Num. 0,
Page 1-7,
January 2019,
25
Somayeh Bakhshaei, Reza Safabakhsh, Shahram Khadivi, "Extracting parallel fragments from comparable documents using a generative model", COMPUTER SPEECH AND LANGUAGE, July 2018
Vol. 53,
Num. 1,
Page 1-18,
July 2018,
26
Nastaran Nourbakhsh Kaashki, Reza Safabakhsh, "RGB-D face Recognition under various conditions via 3D constrained model", JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, April 2018
Vol. 52,
Num. 1,
Page 66-85,
April 2018,
27
Latifeh Pourmohammad Bagher Esfahani, Mohammad Mehdi Ebadzadeh, Reza Safabakhsh, "Graphical model based continuous estimation of distribution algorithm", APPLIED SOFT COMPUTING, May 2017
Vol. 58,
Num. 0,
Page 388-400,
May 2017,
28
Ali Jafari, Mohammad Mehdi Ebadzadeh, Reza Safabakhsh, "Independent Base Vector Representation to Address Endmember Variability in Hyperspectral Unmixing", PHOTONIRVACHAK-JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, July 2016
Vol. 0,
Num. 0,
Page 1-13,
July 2016,
29
Pooya Parsa, Reza Safabakhsh, "A new image segmentation method based on fuzzy clustering and multi-objective differential evolution", , June 2016
Vol. 13,
Num. 2,
Page 103-113,
June 2016,
30
Shiva Kamkar, Reza Safabakhsh, "Vehicle detection, counting, and classification in various conditions", IET INTELLIGENT TRANSPORT SYSTEMS, April 2016
Vol. 10,
Num. 6,
Page 1-8,
April 2016,
31
Ali Jafari, Reza Safabakhsh, Mohammad Mehdi Ebadzadeh, "Endmember orthonormal mapping in hyperspectral mixture analysis to address endmember variability", Earth Science Informatics, March 2016
Vol. 0,
Num. 0,
Page 1-17,
March 2016,
32
Mojtaba Taherkhani, Reza Safabakhsh, "A novel stability-based adaptive inertia weight for particle swarm optimization", APPLIED SOFT COMPUTING, October 2015
Vol. 38,
Num. 38,
Page 281-295,
October 2015,
33
Hamed Malek, Mohammad Mehdi Ebadzadeh, Reza Safabakhsh, "Dynamics of the HPA axis and inflammatory cytokines: Insights from mathematical modeling", COMPUTERS IN BIOLOGY AND MEDICINE, October 2015
Vol. 1,
Num. 1,
Page 1-1,
October 2015,
34
Marzieh Varposhti, Mehdi Dehghan Takht Fooladi, Reza Safabakhsh, "A Distributed Homological Approach to Location-Independent Area Coverage in Wireless Sensor Networks", WIRELESS PERSONAL COMMUNICATIONS, April 2015
Vol. 2015,
Num. 1,
Page 1-14,
April 2015,
35
Kazem Ghazanfari, Reza Safabakhsh, "A new steganography method which preserves histogram: generalization of LSB", INFORMATION SCIENCES, August 2014
Vol. 277,
Num. 1,
Page 90-101,
August 2014,
36
Marzieh Varposhti, Mehdi Dehghan Takht Fooladi, Reza Safabakhsh, "Distributed Topological Camera Selection Without Location Information", IEEE SENSORS JOURNAL, August 2014
Vol. 14,
Num. 8,
Page 2579-2589,
August 2014,
37
Mohammad Fakhredanesh, Reza Safabakhsh, Mohammad Rahmati, "A Model-Based Image Steganography Method Using Watsons Visual Model", ETRI JOURNAL, July 2014
Vol. 36,
Num. 3,
Page 479-489,
July 2014,
38
Seyyed Hossein Hosseini, Mojtaba Karami, Martin Olazar, Reza Safabakhsh, Mohammad Rahmati, "Prediction of the Minimum Spouting Velocity by Genetic Programming Approach", INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, June 2014
Vol. 53,
Num. 1,
Page 12639-12643,
June 2014,
39
Mehran Iranpour, Reza Safabakhsh, "Reducing the embedding impact in steganography using Hamiltonian paths and writing on wet paper", MULTIMEDIA TOOLS AND APPLICATIONS, March 2014
Vol. 69,
Num. 1,
Page 1-16,
March 2014,
40
Kazem Ghazanfari, Reza Safabakhsh, "High capacity method for hiding data in the discrete cosine transform domain", JOURNAL OF ELECTRONIC IMAGING, October 2013
Vol. 22,
Num. 4,
Page 1-10,
October 2013,
41
Mohammad Fakhredanesh, Mohammad Rahmati, Reza Safabakhsh, "Adaptive Image Steganography using Contourlet Transform", JOURNAL OF ELECTRONIC IMAGING, October 2013
Vol. 22,
Num. 4,
Page 1-13,
October 2013,
42
Mojtaba Karami, Reza Safabakhsh, Mohammad Rahmati, "Modular Cellular Neural Network Structure For Wave - Computing Based Image Processing", ETRI JOURNAL, April 2013
Vol. 35,
Num. 2,
Page 207-217,
April 2013,
43
Golnaz Ghiasi, Reza Safabakhsh, "Offline Text-Independent Writer Identification Using Codebook and Efficient Code Extraction Methods", IMAGE AND VISION COMPUTING, March 2013
Vol. 31,
Num. 3,
Page 379-391,
March 2013,
44
Mojtaba Karami, Mohammad Rahmati, Reza Safabakhsh, "A diffusion Based Wave Computing Algorithm for Real Time Edge detection", International Journal of Circuites Systems and Signal Processing, January 2013
Vol. 6,
Num. 2,
Page 131-142,
January 2013,
45
Ahmad Nikababdi, Mohammad Mehdi Ebadzadeh, Reza Safabakhsh, "A competitive clustering particle swarm optimizer for dynamic optimization problems", Swarm Intelligence, September 2012
Vol. 6,
Num. 3,
Page 177-206,
September 2012,
46
Kazem Ghazanfari, Reza Safabakhsh, "Adaptive method for hiding data in images", JOURNAL OF ELECTRONIC IMAGING, April 2012
Vol. 21,
Num. 1,
Page 0-0,
April 2012,
47
Hesam Montazeri, Sajjad Moradi, Reza Safabakhsh, "ContinuousState/ActionReinforcementLearning: A GrowingSelf-organizingMapApproach", NEUROCOMPUTING, April 2011
Vol. 74,
Num. 7,
Page 1069-1082,
April 2011,
48
Ahmad Nikababdi, Mohammad Mehdi Ebadzadeh, Reza Safabakhsh, "A Novel Particle Swarm Optimization Algorithm with Adaptive Inertia Weight", APPLIED SOFT COMPUTING, February 2011
Vol. 11,
Num. 4,
Page 3658-3670,
February 2011,
49
Faezeh Tafazzoli, Reza Safabakhsh, "Model-based human gait recognition using leg and arm movements", ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, December 2010
Vol. 23,
Num. 8,
Page 1273-1246,
December 2010,
50
Mohammad Izadi, Reza Safabakhsh, "An improved time-adaptive self-organizing map for high-speed shape modeling", , July 2009
Vol. ,
Num. 42,
Page 0-0,
July 2009,
51
[en-name N/A], Reza Safabakhsh, "Optimal matching by the transiently chaotic neural network", , June 2009
Vol. ,
Num. 9,
Page 0-0,
June 2009,
52
Peyman Adibi, Reza Safabakhsh, "Information Maximization in a Linear Manifold Topographic Map", NEURAL PROCESSING LETTERS, April 2009
Vol. 29,
Num. 2,
Page 155-178,
April 2009,
53
Sayed Kamaledin Ghiasi Shirazi, Reza Safabakhsh, "Omnidirectional edge detection", , April 2009
Vol. ,
Num. 113,
Page 0-0,
April 2009,
54
Peyman Adibi, Reza Safabakhsh, "Linear manifold topographic map formation based on an energy function with on-line adaptation rules", , March 2009
Vol. ,
Num. 72,
Page 0-0,
March 2009,
55
Abbas Ghaemi Bafghi, Reza Safabakhsh, Babak Sadeghiyan, "Finding the differential characteristics of block ciphers with neural networks", , August 2008
Vol. ,
Num. 178,
Page 0-0,
August 2008,
56
Mohammad Hossein Khosravi, Reza Safabakhsh, "Human eye sclera detection and tracking using a modified time-adaptive self-organizing map", , August 2008
Vol. ,
Num. 41,
Page 0-0,
August 2008,
57
Hamidreza Zaboli, Reza Safabakhsh, "A Neural Network String Matcher", , August 2007
Vol. ,
Num. 4673,
Page 0-0,
August 2007,
58
Reza Safabakhsh, Peyman Adibi, "Nastaaligh Handwritten Word Recognition Using A Continuous_Density Variable_Duration HMM", , April 2005
Vol. ,
Num. 0,
Page 0-0,
April 2005,
59
Peyman Adibi, Mohammad Reza Meybodi, Reza Safabakhsh, "Unsopervised learning of synaptic delays based on learning automata in an RBF-link network of spiking neurons for data clustering", , March 2005
Vol. ,
Num. 64,
Page 0-0,
March 2005,
60
Hamed Shahhosseini, Reza Safabakhsh, "A tasom-based algorithm for active contour modeling", , June 2003
Vol. ,
Num. 24,
Page 0-0,
June 2003,
61
Hamed Shahhosseini, Reza Safabakhsh, "TASOM : a new time adaptive self - organizing map", , April 2003
Vol. ,
Num. 33,
Page 0-0,
April 2003,
62
Hamed Shahhosseini, Reza Safabakhsh, "Automatic multilevel thesholding for image segmentation by the growing time adaptive self-organizing map", , October 2002
Vol. ,
Num. 10,
Page 0-0,
October 2002,
63
Reza Safabakhsh, Hamed Shahhosseini, "Automatic adjustment of learning rates of the self-organizing feature map", , January 2001
Vol. ,
Num. ,
Page 0-0,
January 2001,
64
Reza Safabakhsh, [en-name N/A], "The time adaptive self -organizing map for distribution estimation", , January 2001
Vol. ,
Num. ,
Page 0-0,
January 2001,
65
Rafael C.Conzalez, Reza Safabakhsh, "Computer Vision Techniques for Industrial Inspection and Robot Control: Tutorial Overview", , January 1986
Vol. ,
Num. 1,
Page 0-0,
January 1986,
66
Rafael C.Conzalez, Reza Safabakhsh, "Computer Vision Techniques for Industrial Applications and Robot Control", , December 1982
Vol. ,
Num. 1,
Page 0-0,
December 1982,
Conference Papers
Portal Records
1
Ramin Barati, Reza Safabakhsh, Mohammad Rahmati, "Towards Explaining Adversarial Examples Phenomenon in Artificial Neural Networks ", 25th International Conference on Pattern Recognition, January 2021
2
Reza Naseri Saray, Reza Safabakhsh, "DVT: A Distant Vehicle Tracking Dataset ", 25th Iranian Conference on Electrical Engineering (ICEE2017), May 2017
3
Mohammad Mahdi Mahsuli, Reza Safabakhsh, "English to Persian Transliteration using Attention-based Approach in Deep Learning ", 25th Iranian Conference on Electrical Engineering (ICEE2017), May 2017
4
Somayeh Bakhshaei, Shahram Khadivi, Reza Safabakhsh, "A Generative Model for Extracting Parallel Fragments from Comparable Documents ", the 53rd annual meeting of the Association for Computational Linguistics (ACL), July 2015
5
Shiva Kamkar, Reza Safabakhsh, "Vehicle detection based on active basis model and its verification based on edge symmetry ", 7th International conference on information and knowledge technology, May 2015
6
Shiva Kamkar, Reza Safabakhsh, "Real-Time Vehicle Counting and Classification in Video Surveillance of Traffic ", International Conference on Pattern Recognition and Image Analysis, March 2015
7
Maryam Dashti, Reza Safabakhsh, Mohammadreza Pourfard, Mohammad Javad Abdollahifard, "Video Logo Removal Using Iterative Subsequent Matching ", International Symposium on Artificial Intelligence and Signal Processing (AISP) 2015, March 2015
8
Alireza Zarei, Reza Safabakhsh, "A new approach for Feature Extraction with applications to Automatic Writer Recognition ", 4th International Conference on Computer and Knowledge Engineering (ICCKE 2014), October 2014
9
Nastaran Nourbakhsh Kaashki, Reza Safabakhsh, "3D constrained local model-based face recognition using Kinect under variant conditions ", International Symposium on Telecommunications, September 2014
10
Somayeh Bakhshaei, Shahram Khadivi, Reza Safabakhsh, Atefeh Zafarian, "Name Deciphering in Unrelated Languages: The Case Study of Farsi and English ", International Symposium on Telecommunications, September 2014
11
Sahar Rahmatian, Reza Safabakhsh, "online multiple people tracking-by-detection in crowded scenes ", International Symposium on Telecommunications, September 2014
12
Atena Sadat Kalaki, Reza Safabakhsh, "Vision based Real-time Lane and Obstacle Detection and Tracking in Intelligent Vehicles ", 13th International Conference on Traffic and Transportation Engineering, February 2014
13
Atena Sadat Kalaki, Reza Safabakhsh, "Current and Adjacent Lane Detection for an Autonomous Vehicle in order to Facilitate the Obstacle Avoidance Task Using Monocular Camera ", 12th Iranian Conference on Intelligent Systems, February 2014
14
Reza Safabakhsh, Alireza Ghanbarian, Golnaz Ghiasi, "HaFT: A Handwritten Farsi Text Database ", 8th Iranian Conference on Machine Vision and Image Processing, September 2013
15
Mohammad Mahdi Mahsuli, Reza Safabakhsh, "Facial Expression Recognition using Facial Features ", 8th Iranian Conference on Machine Vision and Image Processing, September 2013
16
Fariba Hashemi, Arash Abdi Hejrandoost, Reza Safabakhsh, "Camouflage pattern Generation based on common regions ", 8th Iranian Conference on Machine Vision and Image Processing, September 2013
17
Mina Shahriari, Reza Safabakhsh, "Human Recognition based on Ear Shape and using Local Binary Pattern and Gabor Filters ", 8th Iranian Conference on Machine Vision and Image Processing, September 2013
18
Pooya Parsa, Reza Safabakhsh, "A New Image Segmentation Method based on Multi-objective Evolutionary Clustering ", 8th Iranian Conference on Machine Vision and Image Processing, September 2013
19
Marjan Jalaly Moghaddam, Reza Safabakhsh, "Traffic lights control based on traffic flow and pedestrian volume estimated from visual information ", 8th Iranian Conference on Machine Vision and Image Processing, September 2013
20
Arezoo Torkaman, Reza Safabakhsh, "A fast and accurate steganalysis using ensemble classifiers ", 8th Iranian Conference on Machine Vision and Image Processing, September 2013
21
Abbas Khosravani, Reza Safabakhsh, Mohammad Mehdi Homayounpour, "Robust Speaker Recognition in Noisy Environments using Sparse Representation ", Information and Knowledge Technology IKT, May 2013
22
Afsane Ghasemi Ghale Bahmani, Reza Safabakhsh, "A real-time multiple vehicle classification and tracking system with occlusion handling ", IEEE 8th International Conference on Intelligent Computer Communication and Processing, September 2012
23
Afsane Ghasemi Ghale Bahmani, Reza Safabakhsh, "A real-time multiple vehicle classification and tracking system with occlusion handling ", IEEE 8th International Conference on Intelligent Computer Communication and Processing, August 2012
24
Marzieh Varposhti, Mehdi Dehghan Takht Fooladi, Reza Safabakhsh, "Camera selection without location information: A topological approach ", 2012 IEEE Symposium on Computers and Communications - ISCC, July 2012
25
Azadeh Ghandehari, Reza Safabakhsh, "A Comparison of Principal Component Analysis and Adaptive Pricipal Component Extraction for Palmprint Recognition ", International Conference on Hand-based Biometrics 2011, November 2011
26
Golnaz Ghiasi, Reza Safabakhsh, "An Efficient Method for Offline Text Independent Writer Identification ", International Conference on Pattern Recognition, August 2011
27
Kazem Ghazanfari, Reza Safabakhsh, "An improvement on LSB matching and LSB matching revisited method ", 19th Iranian Conference on Electrical Engineering, May 2011
28
Peyman Adibi, Reza Safabakhsh, "BAtch Topographic Mapping ", Iranian Conference on Electrical ENGINEERING 2011, May 2011
29
Afsane Ghasemi Ghale Bahmani, Reza Safabakhsh, "Unsupervised Foreground-Background Segmentation Using Growing Self-Organizing Map in Noisy Backgrounds ", 3rd International Conference on Computer Research and Development, March 2011
30
Afsane Ghasemi Ghale Bahmani, Reza Safabakhsh, "Unsupervised Foreground-Background Segmentation Using Growing Self-Organizing Map in Noisy Backgrounds ", 3rd International Conference on Computer Research and Development, November 2010
31
Kazem Ghazanfari, Reza Safabakhsh, "A New Method for Adaptive Steganography in Images ", The 6th Iranian Machine Vision & Image Processing Conference, October 2010
32
Vahid Soleimani, Reza Safabakhsh, "Detection and Recognition of Baghcheban Alphabet and Neumerals Using Rule-based Segmentation and machine Vision and Neural Networks Techniques ", The 6th Iranian Machine Vision & Image Processing Conference, October 2010
33
Zahra Bahmanidehkordi, Golnaz Ghiasi, Ahmad Nikababdi, Reza Safabakhsh, "Speeding up Handwriting based Human Identity Recognition Using a Growing Hierarchical Self-organizing Map ", The 6th Iranian Machine Vision & Image Processing Conference, October 2010
34
Mohammad Rahimi, Reza Safabakhsh, "Adaptation of Sampling in Target Tracking Sensor Networks ", Wireless Communications, Networking and Information Security , WCNIS 2010, June 2010
35
Abolfazl Nadi, Reza Safabakhsh, "Evaluation of Neural Network Architecture and Weights using Mutation Based Genetic Algorithm ", , October 2009
36
Jamal Saeedi, Reza Safabakhsh, "Document Image Segmentation Using Fuzzy Classifier and the Dual -Tree DWT ", 14th Intl CSI Computer Conference , CSICC09, October 2009
37
Soudeh Kasiri Bidhendi, Reza Safabakhsh, "Effective Tracking of the Players and Ball in Indoor Soccer Games in the Presence of Occlusion ", 14th International CSI computer conference, October 2009
38
Mohammad Rahimi, Reza Safabakhsh, "Adaptive Target Tracking in Sensor Networks Using Reinforcement Learning ", 14th Intl CSI Computer Conference , CSICC09, October 2009
39
Peyman Adibi, Reza Safabakhsh, "Batch Linear Manifold Topographic Map with Regional Dimensionality Estimation ", International Joint Conference on Neural Networks, IJCNN 2009, June 2009
40
Azadeh Ghandehari, Reza Safabakhsh, "Palmprint Verification Using Circular Gabor Filter ", 3rd IAPR/IEEE Intl Conference on Biometrics, June 2009
41
Hamed Kiani Galoogahi, Reza Safabakhsh, Ehsan Khadangi, "Fast recursive segmentation algorithm based on kapurs entropy ", , February 2009
42
Ahmad Nikabadi, Mohammad Mehdi Ebadzadeh, Reza Safabakhsh, "Evaluation the performance of DNPSO in dynamic environments ", IEEE International Conference on Systems, Man and Cybernetics SMC, October 2008
43
Ahmad Nikabadi, Mohammad Mehdi Ebadzadeh, Reza Safabakhsh, "DNPSO: a dynamic niching particle swarm optimization for multi model optimization ", IEEE Congress on Evolutionary Computation CEC, June 2008
44
[en-name N/A], Mohammad Rahmati, Reza Safabakhsh, "A Novel Neural Network Structure for Feature Extraction ", 11th Annual CSI Computer Conference (CSICC2006), November 2007
45
Babak Behsaz, Reza Safabakhsh, "Nefrl: A new neuro- fuzzy system for episodic reinforcement learning tasks ", , November 2007
46
Vahid Haghighat Doost, Reza Safabakhsh, "Adaptive Neighborhood Control in the Fuzzy Kohonen Clustering Network ", , November 2007
47
Sajjad Moradi, Reza Safabakhsh, "A reinforcement learning approach to the learning of opponent dribbling skill in a soccer simulated agent ", , November 2007
48
Hamed Kiani Galoogahi, Reza Safabakhsh, "Fast recursive algorithm for image thresholding based kapur enropy ", , November 2007
49
Hesam Montazeri, Reza Safabakhsh, "An application of reinforcement learning in interception skill of soccer simulated agent ", , November 2007
50
Peyman Adibi, Reza Safabakhsh, "Joint entropy maximization in the kernel- based linear manifold topographic map ", , August 2007
51
[en-name N/A], Hamidreza Zaboli, Reza Safabakhsh, "A neural network string matcher ", , August 2007
52
Reza Safabakhsh, Farzaneh Mirzazadeh, "A farsi talking head ", , April 2006
53
Reza Safabakhsh, Fatemeh Zamani, "A robust multi orientation gabor based system for discriminating fouching white and red cells in miroscopic blood image ", , April 2006
54
Vahid Haghighat Doost, Reza Safabakhsh, "New fuzzy kohonen clustering network for multilevel thresholding ", , April 2006
55
Fatemeh Zamani, Reza Safabakhsh, "An unsupervised GVF snake approach for white blood cell sengmentation based on nucleus ", , January 2006
56
Fatemeh Zamani, Reza Safabakhsh, "A New Approach to ", یازدهمین کنفرانس بین المللی کامپیوتر انجمن کامپیوتر ایران, January 2006
57
[en-name N/A], Reza Safabakhsh, "Real- time Stereo Matching Using a Chaotic Hopfield Neural Network ", , December 2005
58
Mahsa Kamali Moghaddam, Reza Safabakhsh, "TASOM- based Lip Tracking Using the Color and Geometry of the Face ", , December 2005
59
Saeideh Gorji Kandi, Reza Safabakhsh, "Noise removal from color images based on color difference between spatial pixels ", intelligent systems, December 2005
60
[en-name N/A], Reza Safabakhsh, "An Adaptive Bifurcation Parameter for Wang-Smith Chaotic Neural Networks ", , December 2005
61
[en-name N/A], Reza Safabakhsh, "A New Weight Initialization Algorithm Real _ time Stereo Matching Using a Chaotic Hopfield Neural Network ", , December 2005
62
[en-name N/A], Reza Safabakhsh, "A New Initialization Algorithm For Multilayer Feed-Forward Neural Networks ", , December 2005
63
Reza Safabakhsh, Mohammad Hossein Khosravi, "Human Eye Inner Boundary Detection Using a Modified time Adaptive Self Organizing Map ", , September 2005
64
Robabeh Alishzadeh, Babak Sadeghiyan, Reza Safabakhsh, "A Hierarchicel Anomely Detection in Large Networks Using Neural Networks ", , May 2005
65
Reza Safabakhsh, Mahsa Kamali Moghaddam, "TASOM - Based Lip Tracking Using the Color and Geometry of the Face ", , March 2005
66
[en-name N/A], Reza Safabakhsh, "A Chaotic Hopfield Neural Network for Time _ aligning of Speech Signals ", , March 2005
67
Shiva Zaboli, [en-name N/A], Reza Safabakhsh, "Entropy _ based Image Watermarking Using DWT and HVS ", , March 2005
68
Mohammad Kalantari, Reza Safabakhsh, "Improved Unsupervised Clastering by Temporal coding and Network of RBF Neurons ", , February 2005
69
Fateme Shahabi Nejad, Reza Safabakhsh, "face detection in color images using skin color feature ", the third conference on machine vision, image processing and applications, February 2005
70
Navid Qaragozlou, Ali Ajdari Rad, Reza Safabakhsh, "IRIS RECOGNATION METHOD USING RANDOM TEXTURE ANALYSIS ", , December 2004
71
Peyman Haghighat, Reza Safabakhsh, "Using image moments for tracking rotating objects ", , December 2004
72
Shiva Zaboli, Arash Tabibiazar, Reza Safabakhsh, "Entropy _ Based image watermarking using DWT and HVS ", , December 2004
73
Ali Ajdari Rad, Reza Safabakhsh, Navid Qaragozlou, "Fast Iris and pupil Localization and Eyelid Removal Using Gradient Vector pairs and certainty factors ", , September 2004
74
Narges Ahmiadi, Reza Safabakhsh, "A novel DCT-based approach for secure color image watermarking ", , April 2004
75
Reza Safabakhsh, Shiva Zaboli, "Digital wartermaking on still images using wavelet transform ", , April 2004
76
Ali Ajdari Rad, Reza Safabakhsh, Navid Qaragozlou, "Using Gradient Vector Pairs for Fast Iris Boundary Detection . ", , February 2004
77
Ali Ajdari Rad, Reza Safabakhsh, Navid Qaragozlou, [en-name N/A], "Teamwork Improvement Using a Coach and Scenario-based Approach in Simulated Soccer ", , October 2003
78
Hamed Shahhosseini, Reza Safabakhsh, "TAPCA: Time adaptive self organizing MAPS for adaptive principal components analysis ", , March 2001
79
Hamed Shahhosseini, Reza Safabakhsh, "TASOM : The Time Adaptive self _ Organizing Map ", , March 2000
80
Hamed Shahhosseini, Reza Safabakhsh, "Pattern classification by the time adaptive Self _organizing MAP ", , March 2000
81
Hamed Shahhosseini, Reza Safabakhsh, "The Time Adaptive self-Organizing Map with Neighborhood Functions for Bilevel Thresholding ", , March 2000
82
Hamed Shahhosseini, Reza Safabakhsh, "TASOM: The Time-Adaptive Self-Organizing Map ", , March 2000
83
M.H Shah Hoseini, Reza Safabakhsh, "The Time Adaptive Self_Organizing Map with Neighbourhood Function for Principal Curves Apprximation ", , January 2000
84
Hamed Shahhosseini, Reza Safabakhsh, Shahram Khadivi, "Document Skew Detection Using Minimum _ Area Bounding Rectange ", , January 2000
85
Hamed Shahhosseini, Reza Safabakhsh, "A learning Rule Modification in the Self Organizing Feature Map Algorithm ", , March 1998
86
Reza Safabakhsh, "Determination of Flint Wheel Orientation for the Automated Assembly of Lighters ", , April 1991
87
Reza Safabakhsh, "Processing Infrared Images for High speed power Line Inspection ", , March 1989
88
Reza Safabakhsh, R.C. Gonzalez, "Detection and characterization of Flaws on Machined Metal surfaces ", , June 1988
89
R.C. Gonzalez, Reza Safabakhsh, "Computer Vision Methods in advanced Automation ", , November 1982
90
J.C Hung, Reza Safabakhsh, "On Transformation Approach to Digital PID controller Realization ", , March 1979