Mohammad Sadegh Helfroush
Professor of communications
Academic Appointments
- Professor, Electrical Engineering, Communication
Honors & Awards
- Distinguished Researcher at Fars Province/Iran-2018
- Distinguished Researcher/Shiraz University of Technology/Iran-2016
- Distinguished Researcher/Shiraz University of Technology/Iran-2015
- Distinguished Researcher at Fars Province/Iran-2010
- Honor B.Sc. Student/Shiraz University /Iran-1993
- 15th rank in MSc Entrance Exam(1993)
- 48th rank in Iranian Unversity Enterance Exam(1988)
Contact
Email:
ms_helfroush@sutech.ac.ir
Professional Education
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BS.c, Shiraz University, Electrical Engineering, Electronics
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MS.c, Sharif University of Technology University, Electrical Engineering, Electronics
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PhD, Tarbiat Modares University, Iran, Electrical Engineering, Communications (system)
Courses
Under Graduated
- Electronics I
- Electronics II
- Electronics III
- Pulse Techniques
- Signals and Systems
- Electronics Laboratory
- Random Processes
- Digital Image Processing
- Time- Frequency Analysis
- Advanced Digital Signal Processing
Current Research
- Digital and Medical Image Processing
- Pattern Recognition
- Biometric Systems and Data Hiding
- Analog IC Design
All Publications
Journal Papers(Last updated: Nov. 2023)
- Ghaffari, Reyhane, Mohammad Sadegh Helfroush, Abbas Khosravi, Kamran Kazemi, Habibollah Danyali, and Leszek Rutkowski. "Towards domain adaptation with open-set target data: Review of theory and computer vision applications." Information Fusion (2023): 101912.
- Alizadeh, Seyed Mohammad, Mohammad Sadegh Helfroush, and Henning Müller. "A novel Siamese deep hashing model for histopathology image retrieval." Expert Systems with Applications 225 (2023): 120169.
- Soleimani, Najme, Kamran Kazemi, Mohammad Sadegh Helfroush, and Ardalan Aarabi. "Altered brain structural and functional connectivity in cannabis users." Scientific Reports 13, no. 1 (2023): 5847.
- Alavianmehr, M. A., M. S. Helfroush, H. Danyali, and A. Tashk. "Butterfly network: a convolutional neural network with a new architecture for multi-scale semantic segmentation of pedestrians." Journal of real-time image processing 20, no. 1 (2023): 9.
- Manouchehri, Mohammad Ali, Mohammad Sadegh Helfroush, and Habibollah Danyali. "Non-uniform influence blocking maximization in social network." Expert Systems with Applications 207 (2022): 118052.
- Ahmadi, Maliheh, Kamran Kazemi, Katarzyna Kuć, Anita Cybulska-Kłosowicz, Mohammad Sadegh Helfroush, and Ardalan Aarabi. "Alteration in resting state EEG functional connectivity in children with Attention deficit/hyperactivity disorder (ADHD)." Journal of Soft Computing and Information Technology 11, no. 3 (2022): 83-91.
- Hassanzadeh, Shirin, Habibollah Danyali, and Mohammad Sadegh Helfroush. "Combined Spatial-Spectral Schroedinger Eigenmaps with Multiple Kernel Learning for Hyperspectral Image Classification Using a Low Number of Training Samples." Canadian Journal of Remote Sensing 48, no. 5 (2022): 579-591.
- Hassanzadeh, Shirin, Habibollah Danyali, and Mohammad Sadegh Helfroush. "Hyperspectral images classification based on multiple kernel learning using SWT and KMNF with few training samples." Journal of Spatial Science (2022): 1-21.
- Jafakesh, Sara, Arshiya Sangchooli, Ardalan Aarabi, Mohammad Sadegh Helfroush, Amirhossein Dakhili, Mohammad Ali Oghabian, Kamran Kazemi, and Hamed Ekhtiari. "Temporally dynamic neural correlates of drug cue reactivity, response inhibition, and methamphetamine-related response inhibition in people with methamphetamine use disorder." Scientific Reports 12, no. 1 (2022): 3567.
- Manouchehri, Mohammad Ali, Mohammad Sadegh Helfroush, and Habibollah Danyali. "Temporal rumor blocking in online social networks: A sampling-based approach." IEEE Transactions on Systems, Man, and Cybernetics: Systems 52, no. 7 (2021): 4578-4588.
- Shahvaran, Zahra, Kamran Kazemi, Mahshid Fouladivanda, Mohammad Sadegh Helfroush, Olivier Godefroy, and Ardalan Aarabi. "Morphological Active Contour Model for Automatic Brain Tumor Extraction from Multimodal Magnetic Resonance Images." Journal of Neuroscience Methods (2021): 109296.
- Ahmadi, Maliheh, Kamran Kazemi, Katarzyna Kuc, Anita Cybulska-Klosowicz, Mohammad Sadegh Helfroush, and Ardalan Aarabi. "Resting state dynamic functional connectivity in children with Attention Deficit/Hyperactivity Disorder." Journal of neural engineering (2021).
- Ahmadi, Maliheh, Kamran Kazemi, Katarzyna Kuc, Anita Cybulska-Klosowicz, Mohammad Sadegh Helfroush, and Ardalan Aarabi. "Disrupted Functional Rich-Club Organization of the Brain Networks in Children with Attention-Deficit/Hyperactivity Disorder, a Resting-State EEG Study." Brain Sciences 11, no. 7 (2021): 938.
- Golpardaz, Maryam, Mohammad Sadegh Helfroush, and Habibollah Danyali. "A new conditional random field based on mixture of generalized Gaussian model for synthetic aperture radar image segmentation." International Journal of Remote Sensing 42, no. 12 (2021): 4739-4757.
- Khalilian, Maedeh, Kamran Kazemi, Mahshid Fouladivanda, Malek Makki, Mohammad Sadegh Helfroush, and Ardalan Aarabi. "Effect of Multishell Diffusion MRI Acquisition Strategy and Parcellation Scale on Rich-Club Organization of Human Brain Structural Networks." Diagnostics 11, no. 6 (2021): 970.
- Rastghalam, Rozita, Habibollah Danyali, Mohammad Sadegh Helfroush, M. Emre Celebi, and Mojgan Mokhtari. "Skin melanoma detection in microscopic images using HMM-based asymmetric analysis and expectation maximization." IEEE Journal of Biomedical and Health Informatics 25, no. 9 (2021): 3486-3497.
- Zare, Marzieh, Mohammad Sadegh Helfroush, Kamran Kazemi, and Paul Scheunders. "Hyperspectral and Multispectral Image Fusion Using Coupled Non-Negative Tucker Tensor Decomposition." Remote Sensing 13, no. 15 (2021): 2930.
- Golpardaz, Maryam, Mohammad Sadegh Helfroush, Habibollah Danyali, and Reyhane Ghaffari. "Fully Statistical, Wavelet-based conditional random field (FSWCRF) for SAR image segmentation." Expert Systems with Applications 168 (2021): 114370.
- Nateghi, Ramin, Habibollah Danyali, and Mohammad Sadegh Helfroush. "A deep learning approach for mitosis detection: Application in tumor proliferation prediction from whole slide images." Artificial Intelligence in Medicine 114 (2021): 102048.
- Manouchehri, Mohammad Ali, Mohammad Sadegh Helfroush, and Habibollah Danyali. "A Theoretically Guaranteed Approach to Efficiently Block the Influence of Misinformation in Social Networks." IEEE Transactions on Computational Social Systems 8, no. 3 (2021): 716-727.
- Daneshmandpour, Navid, Habibollah Danyali, and Mohammad Sadegh Helfroush. "Region‐based scalable self‐recovery for salient‐object images." ETRI Journal 43, no. 1 (2021): 109-119.
- Zare, Marzieh, Mohammad Sadegh Helfroush, and Kamran Kazemi. "Fusing hyperspectral and multispectral images using smooth graph signal modelling." International Journal of Remote Sensing 41, no. 22 (2020): 8610-8630.
- Jahanshahi, Javad Afshar, Habibollah Danyali, and Mohammad Sadegh Helfroush. "Compressive sensing based the multi-channel ECG reconstruction in wireless body sensor networks." Biomedical Signal Processing and Control 61 (2020): 102047.
- Ahmadi, Maliheh, Kamran Kazemi, Katarzyna Kuc, Anita Cybulska-Klosowicz, Marta Zakrzewska, Ewa Racicka-Pawlukiewicz, Mohammad Sadegh Helfroush, and Ardalan Aarabi. "Cortical source analysis of resting state EEG data in children with attention deficit hyperactivity disorder." Clinical Neurophysiology (2020).
- Ghimatgar, Hojat, Kamran Kazemi, Mohammad Sadegh Helfroush, Kirubin Pillay, Anneleen Dereymaeker, Katrien Jansen, Maarten De Vos, and Ardalan Aarabi. "Neonatal EEG sleep stage classification based on deep learning and HMM." Journal of Neural Engineering (2020).
- Fatemi, Yaghoub, Habibollah Danyali, Mohammad Sadegh Helfroush, and Houshang Amiri. "Fast T2 mapping using multi‐echo spin‐echo MRI: A linear order approach." Magnetic Resonance in Medicine (2020).
- Golpardaz, Maryam, Mohammad Sadegh Helfroush, and Habibollah Danyali. "Nonsubsampled Contourlet Transform-Based Conditional Random Field for SAR Images Segmentation." Signal Processing (2020): 107623.
- Ghaffari, Reyhane, Maryam Golpardaz, Mohammad Sadegh Helfroush, and Habibollah Danyali. "A fast, weighted CRF algorithm based on a two-step superpixel generation for SAR image segmentation." International Journal of Remote Sensing 41, no. 9 (2020): 3535-3557
- Daneshmandpour, Navid, Habibollah Danyali, and Mohammad Sadegh Helfroush. "Image tamper detection and multi-scale self-recovery using reference embedding with multi-rate data protection." China Communications 16, no. 11 (2019): 154-166.
- Sasan Golabi, Mohammad Sadegh Helfroush, Habibollah Danyali. “Reversible robust data hiding based on wavelet filters modification” Multimedia Tools and Applications, 78 (22), 2019, 31847-31865.
- Jahanshahi, Javad Afshar, Habibollah Danyali, and Mohammad Sadegh Helfroush. "A Modified Compressed Sensing-based Recovery Algorithm for Wireless Sensor Networks." Radioengineering 28, no. 3 (2019): 610-617.
- Ghimatgar, Hojat, Kamran Kazemi, Mohammad Sadegh Helfroush, and Ardalan Aarabi. "An automatic single-channel EEG-based sleep stage scoring method based on hidden Markov model." Journal of neuroscience methods (2019): 108320.
- Daneshmandpour, Navid, Habibollah Danyali, and Mohammad Sadegh Helfroush. "Scalable Image Self-Embedding Based on Dual-Rate SPIHT-LDPC Reference Generation Scheme." Radioengineering 28, no. 1 (2019): 199-206.
- Ahmadi, Maliheh, Kamran Kazemi, Ardalan Aarabi, Taher Niknam, and Mohammad Sadegh Helfroush. "Image segmentation using multilevel thresholding based on modified bird mating optimization." Multimedia Tools and Applications (2019): 1-25.
- Z Zareizadeh, S. Helfroush, A Rahideh, K Kazemi, “A robust gene clustering algorithm based on clonal selection in multiobjective optimization framework” Expert Systems with Applications 113, 2018, 301-314.
- H Ghimatgar, K Kazemi, S. Helfroush, A Aarabi, “An improved feature selection algorithm based on graph clustering and ant colony optimization.” Knowledge-Based Systems, 2018.
- Kordi Ghasrodashti, Elham, Mohammad Sadegh Helfroush, and Habibollah Danyali. "Spectral-spatial classification of hyperspectral images using wavelet transform and hidden Markov random fields." Geocarto International8 (2018): 771-790.
- Fouladivanda, Mahshid, Kamran Kazemi, Mohammad Sadegh Helfroush, and Alireza Shakibafard. "Morphological Active Contour Driven by Local and Global Intensity Fitting for Spinal Cord Segmentation from MR Images." Journal of neuroscience methods (2018).
- Golabi, Sasan, Mohammad Sadegh Helfroush, and Habibollah Danyali. "Non-unit mapped radial moments platform for robust, geometric invariant image watermarking and reversible data hiding." Information Sciences 447 (2018): 104-116.
- JAHANSHAHI, Javad Afshar, Habibollah DANYALI, and Mohammad Sadegh Helfroush. "A Distributed Compressed Sensing-based Algorithm for the Joint Recovery of Signal Ensemble." RADIOENGINEERING2 (2018): 587
- Nakhaei, Arash Ashtari, Mohammad Sadegh Helfroush, Habibollah Danyali, and Mohammed Ghanbari. "Subjectively correlated estimation of noise due to blurriness distortion based on auto-regressive model using the Yule–Walker equations." IET Image Processing 12, no. 10 (2018): 1788-1796.
- Moshavash, Zeinab, Habibollah Danyali, and Mohammad Sadegh Helfroush. "An Automatic and Robust Decision Support System for Accurate Acute Leukemia Diagnosis from Blood Microscopic Images." Journal of digital imaging (2018): 1-16.
- Shahbeig, Saleh, Akbar Rahideh, Mohammad Sadegh Helfroush, and Kamran Kazemi. "Gene expression feature selection for prostate cancer diagnosis using a two-phase heuristic–deterministic search strategy." IET Systems Biology 12, no. 4 (2018): 162-169.
- Meskini, E., S. Helfroush, K. Kazemi, and M. Sepaskhah. "A New Algorithm for Skin Lesion Border Detection in Dermoscopy Images." Journal of biomedical physics & engineering 8, no. 1 (2018): 117.
- Ghasrodashti, Elham Kordi, Mohammad Sadegh Helfroush, and Habibollah Danyali. "Sparse-Based Classification of Hyperspectral Images Using Extended Hidden Markov Random Fields." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 99 (2018): 1-12.
- Rezaie, Farshad, Mohammad Sadegh Helfroush, and Habibollah Danyali. "No-reference image quality assessment using local binary pattern in the wavelet domain." Multimedia Tools and Applications2 (2018): 2529-2541.
- Shahbeig, Saleh, Akbar Rahideh, Mohammad Sadegh Helfroush, and Kamran Kazemi. "Gene selection from large-scale gene expression data based on fuzzy interactive multi-objective binary optimization for medical diagnosis." Biocybernetics and Biomedical Engineering 38, no. 2 (2018): 313-328.
- Nateghi, Ramin, Habibollah Danyali, and Mohammad Sadegh Helfroush. "Maximized Inter-Class Weighted Mean for Fast and Accurate Mitosis Cells Detection in Breast Cancer Histopathology Images." Journal of medical systems9 (2017): 146.
- Kordi Ghasrodashti, Elham, Mohammad Sadegh Helfroush, and Habibollah Danyali. "A wavelet-based classification of hyperspectral images using Schroedinger eigenmaps." International journal of remote sensing12 (2017): 3608-3634.
- Owjimehr, Mehri, Habibollah Danyali, Mohammad Sadegh Helfroush, and Alireza Shakibafard. "Staging of fatty liver diseases based on hierarchical classification and feature fusion for back-scan–converted ultrasound images." Ultrasonic imaging 39, no. 2 (2017): 79-95.
- Shahbeig, Saleh, Mohammad Sadegh Helfroush, and Akbar Rahideh. "A fuzzy multi-objective hybrid TLBO–PSO approach to select the associated genes with breast cancer." Signal Processing 131 (2017): 58-65.
- Zareizadeh, Zahra, Mohammad Sadegh Helfroush, and Kamran Kazemi. "A new multiobjective evolutionary optimization algorithm based on θ-multiobjective clonal selection." Journal of Intelligent & Fuzzy Systems3 (2017): 1685-1696.
- Ansari, Amir, Habibollah Danyali, and Mohammad Sadegh Helfroush. "HS remote sensing image restoration using fusion with MS images by EM algorithm." IET Signal Processing1 (2016): 95-103.
- Shahvaran, Zahra, Kamran Kazemi, and Mohamad Sadegh Helfroush. "Simultaneous vector-valued image segmentation and intensity nonuniformity correction using variational level set combined with Markov random field modeling." Signal, Image and Video Processing5 (2016): 887-893.
- Alivar, Alaleh, Habibollah Danyali, and Mohammad Sadegh Helfroush. "Hierarchical classification of normal, fatty and heterogeneous liver diseases from ultrasound images using serial and parallel feature fusion." Biocybernetics and Biomedical Engineering4 (2016): 697-707.
- Shahbeig, Saleh, and Mohammad Sadegh Helfroush. "A Novel and Efficient Method to Extract Blood Vessels from Retinal Images." Bulletin de la Société Royale des Sciences de Liège 85 (2016): 139-151.
- SA Hamdi, Habibollah Danyali, Mohammad Sadegh Helfroush, M ZARE,"SAR Image Scalable Compression Based on the Modification of EZBC Algorithm Using Wavelet Packet Tranform." JOURNAL OF RADAR 4 (3), 67-76 (2016) (Printed in Persian).
- Tashk, Ashkan, Mohammad Sadegh Helfroush, Habibollah Danyali, and Mojgan Akbarzadeh-Jahromi. "Automatic detection of breast cancer mitotic cells based on the combination of textural, statistical and innovative mathematical features." Applied Mathematical Modelling 39, no. 20 (2015): 6165-6182.
- Tashk, Ashkan, Mohammad Sadegh Helfroush, Habibollah Danyali, and Mojgan Akbarzadeh."A computer-aided system for automatic mitosis detection from breast cancer histological slide images based on stiffness matrix and feature fusion." Current Bioinformatics4 (2015): 476-493.
- Owjimehr, Mehri, Habibollah Danyali, and Mohammad Sadegh Helfroush. "An improved method for liver diseases detection by ultrasound image analysis." Journal of medical signals and sensors1 (2015): 21.
- Noorizadeh, Negar, Kamran Kazemi, Reinhard Grebe, Mohammad Sadegh Helfroush, and Fabrice Wallois. "Evaluation of anterior fontanel size and area in the newborn using CT images." Journal of Intelligent & Fuzzy Systems1 (2015): 443-450.
- Owjimehr, Mehri, Habibollah Danyali, and Mohammad Sadegh Helfroush. "An improved method for liver diseases detection by ultrasound image analysis." Journal of medical signals and sensors1 (2015): 21.
- Golabi, Sasan, Mohammad Sadegh Helfroush, Habibollah Danyali, and Mehri Owjimehr. "Robust watermarking against geometric attacks using partial calculation of radial moments and interval phase modulation." Information Sciences 269 (2014): 94-105.
- Nateghi, Ramin, Habibollah Danyali, Mohammad Sadegh Helfroush, and Ashkan Tashk. "Intelligent CAD system for automatic detection of mitotic cells from breast cancer histology slide images based on teaching-learning-based optimization." Computational Biology Journal 2014 (2014).
- Ghofrani, Fatemeh, Mohammad Sadegh Helfroush, Habibollah Danyali, and Kamran Kazemi. "Improving the performance of machine learning algorithms using fuzzy-based features for medical x-ray image classification" Journal of Intelligent & Fuzzy Systems 27, no. 6 (2014): 3169-3180.
- Alireza Ebrahiminia, Mohammad Sadegh Helfroush, Habibollah Danyali, H Danyali, “SAR Image Segmentation and Denoising Simultaneously Using Level Set Method”, Journal of Radar, 2 (3), 67-76 (2014) (Printed in Persian).
- Tashk, M. S. Helfroush, H. Danyali and M. Akbarzadeh, "A novel CAD system for mitosis detection using histopathology slide images." Journal of medical signals and sensors 4.2 (2014): 139.
- Jafarian, Nassim, Kamran Kazemi, Hamid Abrishami Moghaddam, Reinhard Grebe, Marc Fournier, Mohamad Sadegh Helfroush, Catherine Gondry-Jouet, and Fabrice Wallois. "Automatic segmentation of newborns’ skull and fontanel from CT data using model-based variational level set." Signal, Image and Video Processing 8, no. 2 (2014): 377-387.
- Kasiri, Keyvan, Kamran Kazemi, Mohammad Javad Dehghani, and Mohammad Sadegh Helfroush. "A hybrid hierarchical approach for brain tissue segmentation by combining brain atlas and least square support vector machine." Journal of medical signals and sensors 3, no. 4 (2013): 232.
- Noorizadeh, Negar, Kamran Kazemi, Reinhard Grebe, Mohammad Sadegh Helfroush, Mahdi Mahmoudzadeh, and Fabrice Wallois. "A Tool to Investigate Symmetry Properties of Newborns Brain: The Newborns’ Symmetric Brain Atlas." ISRN neuroscience 2013 (2013).
- Alavianmehr, Mohammad Ali, Mehdi Rezaei, Mohammad Sadegh Helfroush, and Ashkan Tashk. "A High Capacity Robust Lossless Data Hiding Scheme Using Complementary Embedding Strategy." International Research Journal of Applied and Basic Sciences. ISSN (2013): 994-1007.
- Seyyed Mohammad Mohammadi, , S. Helfroush, Kamran Kazemi, “Novel Shape-Texture Feature Extraction for Medical X-ray Image Classification,” International Journal of Innovative Computing Information & Control, Jan. 2012.
- Shahvaran, Zahra, Kamran Kazemi, Mohammad Sadegh Helfroush, Nassim Jafarian, and Negar Noorizadeh. "Variational level set combined with Markov random field modeling for simultaneous intensity non-uniformity correction and segmentation of MR images." Journal of neuroscience methods 209, no. 2 (2012): 280-289.
- Golabi, Sasan, Saiid Saadat, Mohammad Sadegh Helfroush, and Ashkan Tashk. "A novel thinning algorithm with fingerprint minutiae extraction capability." International Journal of Computer Theory and Engineering 4, no. 4 (2012): 514
- Ghofrani, Fatemeh, Mohammad Sadegh Helfroush, Mahmoud Rashidpour, and Kamran Kazemi. "Fuzzy-based medical x-ray image classification." Journal of medical signals and sensors 2, no. 2 (2012): 73.
- Shahvaran, Zahra, Kamran Kazemi, Mohammad Sadegh Helfroush, and Nassim Jafarian. "Region-based active contour model based on Markov random field to segment images with intensity non-uniformity and noise." Journal of medical signals and sensors 2, no. 1 (2012): 17.
- Tashk, Ashkan, Mohammad Sadegh Helfroush, and Kamran Kazemi. "A novel fingerprint matcher based on an ergodic 2-D Hidden Markov Model." AEU-International Journal of Electronics and Communications 65, no. 9 (2011): 742-749.
- S. Helfroush, Mohsen Mohammadpour, “An Image Based Fingerprint Verification System,” IST Transactions on Control Engineering- Theory & Applications, 2010.
- Ashkan Tashk, S. Helfroush, Mohsen Mohammadpour, “Fingerprint Ridge Orientation Estimation Smoothing Based on Moified 2D Fourier Expansion and Gaussian Filtering,” IST Transactions on Computer Vision Systems- Theory & Applications, 2010.
- Mohammad Sadegh Helfroush, Mohsen Mohammadpoor, “Fingerprint Image-based Matchers Fusion Using Likelihood Ratio Test”, Iranian Journal of Electrical and Computer Engineering.8, no.2, pp.53-60, Summer 2010. (Printed in Persian).
- Mehdi Hajizadeh, S. Helfroush, Mohammad Javad Dehghani, Ashkan Tashk, “A Robust Blind Image Watermarking Method Using Local Maximum Amplitude Wavelet Coefficient Quantization,” Advances in Electrical and Computer Engineering, 2010.
- Bastani, Vahid, Mohammad Sadegh Helfroush, and Keyvan Kasiri. "Image compression based on spatial redundancy removal and image inpainting." Journal of Zhejiang University SCIENCE C 11, no. 2 (2010): 92-100.
- Hajizadeh, Mehdi, Mohammad Sadegh Helfroush, Mohammad Javad Dehghani, and Ashkan Tashk. "A robust blind image watermarking method using local maximum amplitude wavelet coefficient quantization." Advances in Electrical and Computer Engineering 10, no. 3 (2010): 96-101.
- S. Helfroush, Mohsen Mohammadpour, “Automatic Fingerprint Identification System Evaluation Using Classification and Matching Parameters,”Military Technical Review, 2008.
- Helfroush, Sadegh, and Hassan Ghassemian. "Nonminutiae-based decision-level fusion for fingerprint verification." EURASIP Journal on Applied Signal Processing 2007, no. 1 (2007): 35-35.
- Helfroush, Sadegh, and Hassan Ghassemian. "Search Space Reduction in Fingerprint Recognition Based on Block Orientation Field”, Iranian Journal of Electrical and Computer Engineering.4, no.2, pp.53-60, Winter 2006 (Printed in Persian).
- Hoshyar Omidi, Mohammad Sadegh Helfroush, Habibollah Danyali, Ashkan Tashk and Kamran Kazemi “A Novel Method for Classification of Power Quality Disturbances Based on a New One Dimensional Local Binary Pattern Approach”, IEEE 8th Control and System Graduate Research Colloquium,
- Mehdi Ostovan, Mohammad Sadegh Helfroush and Sadegh Samadi. “SAR efficient generalized likelihood ratio based detection of ground moving targets using signal space mapping.” 25th Iranian Conference on Electrical Engineering, 2017 (printed in Persian).
- Daneshmandpour, Navid, Habibollah Danyali, and Mohammad Sadegh Helfroush. "Scalable image tamper detection and recovery based on dual-rate source-channel coding." In Intelligent Systems and Signal Processing (ICSPIS), 2017 3rd Iranian Conference on, pp. 116-120. IEEE, 2017.
- Amir Hossein Moaddeli, Mohammad Sadegh Helfroush, and Habibollah Danyali, “Orange fruit classification based on skin thickness using local binary pattern.” 22th Iranian Iranian computer society, 2017 (printed in Persian).
- Kanaani, Salar, Mohammad Sadegh Helfroush, Habibollah Danyali, and Mohammad Ali Kazemi. "Segmentation of skin lesions using an improved FLICM method." In Computer and Knowledge Engineering (ICCKE), 2017 7th International Conference on, pp. 445-449. IEEE, 2017.
- Fouzieh Sedaghat, Mohammad Sadegh Helfroush, Setareh Rezaii and Kamran Kazemi, “Brain MRI image segmentation using FCM clustering Based on PSO Optimization algorithm” 3rd Iranian Conference on Communication Engineering, 2017 (printed in Persian).
- Fouzieh Sedaghat, Mohammad Sadegh Helfroush, Setareh Rezaii and Kamran Kazemi, “Brain MRI image segmentation using FCM clustering Based on JAYA Optimization algorithm”, 4th Intenational Conference on Applied Research on Computer Engineering and Signal Processing, 2016 (printed in Persian).
- Faridi, Pegah, Habibollah Danyali, Mohammad Sadegh Helfroush, and Mojgan Akbarzadeh Jahromi. "An automatic system for cell nuclei pleomorphism segmentation in histopathological images of breast cancer." In Signal Processing in Medicine and Biology Symposium (SPMB), 2016 IEEE, pp. 1-5. IEEE, 2016.
- Nateghi, Ramin, Habibollah Danyali, and Mohammad-Sadegh Helfroush. "A systematic approach for glandular structure segmentation from colon histopathology images." In Electrical Engineering (ICEE), 2016 24th Iranian Conference on, pp. 1505-1509. IEEE, 2016.
- Marzieh Zare, Mohammad Sadegh Helfroush, Kamran Kazemi, Habibollah Danyali, “Mamography image segmentation using Level set method based on multi scale Gaussian kernel”, 24th Iranian Conference on Electrical Engineering, 2016 (printed in Persian).
- Mahshid Fouladi-vanda, Kamran Kazemi, Mohammad Sadegh Helfroush, “image segmentation using local morphological active contours based on entropy coefficient”, 2nd Iranian Conference on Communication Engineering, 2016 (printed in Persian).
- Shima Tajeddini, Habibollah Danyali, Mohammad Sadegh Helfroush, Yaghoub Fatemi, Masoomeh Naserian, “Automatic alzimers diagnosis using VBM analysis and DARTEL for MRI structural images” ”, 2nd Iranian Conference on Communication Engineering, 2016 (printed in Persian).
- Fatemeh Izadi, Mohammad Sadegh Helfroush, Habibollah Danyali, “SAR and optical image fusion using DCT transform and sparse representation in HIS space”, 2nd Iranian Conference on Communication Engineering, 2016 (printed in Persian).
- Farshad Rezaii, Mohammad Sadegh Helfroush, Habibollah Danyali, “No-reference image quality assessment using wavelet transform”, 2nd Iranian Conference on Communication Engineering, 2016 (printed in Persian).
- Farbod Modarresi, Mohammad Sadegh Helfroush, Habibollah Danyali, Sasan Golabi, “A method for orthogonalization of image moments in discrete domain,” 2nd Iranian Conference on Communication Engineering, 2016 (printed in Persian).
- Alireza Banan, Mohammad Sadegh Helfroush, Habibollah Danyali, Kamran Kazemi, “Texture classification using orientation-based local binary pattern extention” 2nd Iranian Conference on Communication Engineering, 2016 (printed in Persian).
- Arash Ashtari Nakhaie, Mohammad Sadegh Helfroush, , Habibollah Danyali, “An Optimized No Reference Image Quality Assessment of JPEG Compressed Images with Particle Swarm Optimization”, 2nd Iranian Conference on Communications Engineering,
- Vahid Talebi, Kamran Kazemi, ,"Mohammad Sadegh Helfroush, “Change detection in SAR images using image combination and thresholding method” 2nd Intenational Conference on Intelligent System and Signal Processing, 2016 (printed in Persian).
- Fouladivanda, Mahshid, Kamran Kazemi, and Mohammad Sadegh Helfroush. "Adaptive morphology active contour for image segmentation." In Electrical Engineering (ICEE), 2016 24th Iranian Conference on, pp. 960-965. IEEE, 2016
- Alireza Banan, Mohammad sadegh Helfroush, Habibollah Danyali, Kamran Kazemi, “Texture Classification Based On Directional Local Binary Pattern Approach” 3rd National Conference 1st International Conference in Applied Research on Electerical Mechanical Mechatronics Engineering,
- Danyali, Habibollah, Mohammad Sadegh Helfroush, and Zeinab Moshavash. "Robust leukocyte segmentation in blood microscopic images based on intuitionistic fuzzy divergence." In Biomedical Engineering (ICBME), 2015 22nd Iranian Conference on, pp. 275-280. IEEE, 2015.
- Mahshid Fouladi-vanda, Kamran Kazemi, Mohammad Sadegh Helfroush, “Image segmentation using morphological approximation of active contours based on local information” 1st Internalnational conference on signal processing and intelligent systems, 2015 (printed in Persian).
- Zahra Zarei-zadeh, Mohammad Sadegh Helfroush, Kamran Kazemi, Arash Ashtari-nakhaei, “Convex active contour for breast mass segmetation of mammography images using active contours”, 9th Iranian Conference on Machine Vision and Signal Processing, 2015 (printed in Persian).
- Pegah faridi, Habibollah Danyali, Mohammad Sadegh Helfroush, Mojgan Akbarzadeh-Jahromi, “Cancerous Nuclei Detection in histopathology slide images”, 2nd Inernational Conference on Pattern Recognition and Image Analysis”, 2015
- Nateghi, Ramin, Habibollah Danyali, Mohammad Sadegh Helfroush, and Fattaneh Pourak Pour. "Automatic detection of mitosis cell in breast cancer histopathology images using genetic algorithm." In Biomedical Engineering (ICBME), 2014 21th Iranian Conference on, pp. 1-6. IEEE, 2014.
- R.Hooshmand Sarvestani, M.S. Helfroush, K. Kazemi, H. Danyali, “An EZBC based approach for polarimetric SAR data compression”4h International Conference on Computer and Knowledge Engineering,2014.
- Alivar, Danyali and M. S.Helfroush, ” Classification of liver diseases using ultrasound images based on feature combination” 4h International Conference on Computer and Knowledge Engineering, 2014.
- A.Alavianmehr, M.Rezaei, M.S.Helforoush, A.Tashk , “A Lossless Data Hiding Scheme Using Reference Pixel and Multi-layer Embedding,” 7th Iranian Symposium on Telecommunications (IST 2014), September 2014.
- Owjimehr, H.Danyali and M. S.Helfroush,” Fully Automatic Segmentation and Classification of Liver Ultrasound Images Using Completed LBP Textute Features,” in Proc. the22nd Iranian Conference on Electrical Engineering,2014.
- Alireza Hooshmand Sarvestani, Mohammad Sadegh Helfroush, Kamran Kazemi, Habibollah Danyali, Bijan Abbasi Arand, “SAR polarimetric image compression based on H/A/Alpha Classification”, 3rd Iranian Conference on Engineering Electromagnetics, 2014.
- Tashk, M. S.Helfroush, H.Danyali and M.Akbarzadeh,”A CAD Mitosis Detection System From Breast Cancer Histology Images based on Fused Features,” in Proc. the 22nd Iranian Conference on Electrical Engineering (ICEE2014), 2014.
- Ansari, H.Danyaliand M. S.Helfroush,” Spread-Spectrum Robust Image Watermarking for Ownership,” in Proc. the 22nd Iranian Conference on Electrical Engineering (ICEE2014), Tehran, Iran, 2014.
- Owjimehr, and H.Danyali and M. S.Helfroush,”Diagnosing of Fatty and Heterogeneous Liver Diseases from Ultrasound Images Using Fully Automated Segmentation and Hierarchical Classification,” in Proc. Symposium on Artificial Intelligence & Signal Processing(AISP), 2013.
- Ebrahiminia, M. S.Helfroush, H.Danyali and S.Bazrafkan, ”Contourlet-Based Levelset SAR Image Segmentation,” in Proc. Symposium on Artificial Intelligence & Signal Processing(AISP), 2013.
- Shahvaran, Z. ; Kazemi, K. ; Helfroush, M.S. ; Golshaeyan, N. “Vector-valued image segmentation using region based active contour ,”21st Iranian Conference on Electrical Engineering (ICEE), 2013.
- Momenzadeh, H.Danyali and M. S.Helfroush,” Image Watermarking Based on Reference Sharing Mechanism for Tamper Detection and Recovery with Special Care about ROI Recovery,” in Proc. the 21h Iranian Conference on Electrical Engineering (ICEE2013), 2013.
- Tashk, A. ; Helfroush, M.S. ; Danyali, H. ; Akbarzadeh, M.“An automatic mitosis detection method for breast cancer histopathology slide images based on objective and pixel-wise textural features classification,”5th Conference on Information and Knowledge Technology (IKT), 2013
- Noorizadeh, N. ; Kazemi, K. ; Grebe, R. ; Helfroush, M.S. ; Mahmoudzadeh, M. ; Golshaeyan, N. ; Wallois, F.“Symmetric brain atlas template for newborns brain asymmetry studies “, 2013 21st Iranian Conference on Electrical Engineering (ICEE2013), 2013.
- Alavianmehr, M.A. ; Rezaei, M. ; Helfroush, M.S. ; Tashk, A.“A reversible data hiding scheme for video robust against H.264/AVC compression” 10th International ISC Conference on Information Security and Cryptology (ISCISC), 2013.
- Sadegh Samadi, Mohammad Sadegh Helfroush, Mehdi Ostovan, Mohammad Azizi, “Detection, localization and speed estimation of ground moving targets in synthetic aperture radar using generalized likelihood ratio test approach”, 21th Iranian Conference on Electrical Engineering, 2013.
- Majid Nayeripoor, Mohammad Mehdi Masoori, “A new technique for frequency measurement and uniform sampling frequency error correction in Fourier transform method”, 5th National Conference on Electrical and Electronics Engineering”, 2013.
- Ghofrani, M. S. Helforoush, H. Danyaliand K. Kazemi, ”Medical X-ray Image Classification Using Gabor-Based CS-Local Binary Patterns,” in Proc. the International Conference on Electronics, Biomedical Engineering and its Applications(ICEBEA 2012), Dubai, UAE, 7-8 Jan. 2012, pp. 284-288.
- Tashk, M. S. Helfroush, H. Danyali and M. Akbarzadeh-jahromi, “A Modified Automatic Detection Method from Breast Cancer Histopathological Slide Images as An Aid for Pathological Diagnosis and Disease Controlled Prognosis,” 1stSymposium on Systems, Control Engineering and Biological sciences (SCEBSS2012), Tehran, Iran, Dec 25, 2012.
- Shadkam, N. ; Helfroush, M.S.“Texture classification by using co-occurrences of Local Binary Patterns” 20th Iranian Conference on Electrical Engineering (ICEE), 2012.
- Tashk, A. ; Helfroush, M. ; Karimi, V.“An automatic traffic control system based on simultaneous Persian license plate recognition and driver fingerprint identification” 20th Telecommunications Forum (TELFOR), 2012.
- Hojjatollah Jafari, Kamran Kazemi, Mahmood Rashidpoor, Mohammad Sadegh Helfroush, “Design and implementation of magnetic resonance imaging simulator for infants”, 19th Iranian Conference on biomedical Engineering, 2012.
- Sasan Golabi, Mohammad Sadegh Helfroush, “adaptive, blind, robust color image watermarking using Fourier coefficient of wavelet trees and interval phase modulation”, 20th Iranian Conference on Electrical Engineering, 2012.
- Zahra Momenzadeh, Habibollah Danialy, Mohammad Sadegh Helfroush, “Image watermarking using reference sharing for tamper detection and recovery with ROI recovery improvement”, 9th Conference of Iranian Society of Cryptography, 2012(printed in Persian).
- Shadkam, N. ; Helfroush, M.S. ; Kazemi, K.“Local binary patterns partitioning for rotation invariant texture classification”16th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP), 2012.
- Alavianmehr, M.A. ; Rezaei, M. ; Helfroush, M.S. ; Tashk, A.“A semi-fragile lossless data hiding scheme based on multi-level histogram shift in image integer wavelet transform domain” Sixth International Symposium on Telecommunications (IST), 2012.
- Sasan Salehzadeh, Mohammad Sadegh Helfroush, Kamran Kazemi, “Level set optimization optimization using DE algorithm for segmentation od medical images”, 8th Iranian Conference on Machine Vision and Image Processing, 2012 (printed in Persian).
- A. Alavianmehr, M. Rezaei, M. S. Helfroush, A.Tashk , “A Lossless Robust Data Hiding Scheme Based on Histogram Distribution Constrained in Image Integer Wavelet Transform Domain,” International ISC Conference on Information Security and Cryptology (ISCISC 2012), September 2012
- Alavianmehr, M.A. ; Rezaei, M. ; Helfroush, M.S. ; Tashk, A. “A lossless data hiding scheme on video raw data robust against H.264/AVC compression”2nd International eConference on Computer and Knowledge Engineering (ICCKE), 2012.
- Davood Falahati , Mahmoud Rashidpour , Mohammad Sadegh Helfroush “Secure data hiding in sound Stream,” 4th Broadcasting Engineering Conference(BEC2011), 2011.
- Ghofrani F., Helfroush, M.S.“A modified approach for image compression based on fuzzy transform”19th Iranian Conference on Electrical Engineering (ICEE), 2011.
- Zahra Arab-shahvaran, Kamran Kazemi, Mohammad Sadegh Helfroush, Nasim Jafarian, “Brain MRI image segmentation using level set algorithm based on Markov model and bias correction”, 18th Iranian Conference on BioMedical Engineeing, 2011.
- Mohammad Sahraeian, Mohammad Javad Dhghani, Mohammad Sadegh Helfroush, “Information improvement and noise reduction using image fusion based on Laplacian distribution model”, 7th Iranian Conference on Machine Vision and Image Processing, 2011 (printed in Persian).
- Younos Maghsoodi, Mohammad Sadegh Helfroush, Zahra Zareei-zadeh, “A robust color image watermarking against cut and rotation attacks based on host image properties and vector analysis” 7th Iranian Conference on Machine Vision and Image Processing, 2011 (printed in Persian).
- Mina Bagheri, Habibollah Danialy, Mohammad Sadegh Helfroush, “Zero and semi-fragile watermarking using SVD in wavelet domain for digital image authentication”, 7th Iranian Conference on Machine Vision and Image processing, 2011(printed in Persian).
- Mina Bagheri, Habibollah Danialy, Mohammad Sadegh Helfroush, “Zero and semi-fragile watermarking of digital images using wavelet domain featyre extraction and SVM”, 8th Conference of Iranian Society of Cryptography, 2011(printed in Persian).
- Younos Maghsoodi, Mohammad Sadegh Helfroush, Zahra Zareei-zadeh, “ Robust image watermarking algorithm based on angle ordering”, 16th National Computer Society of Iran Conference (CSICC.),Tehran,March 2011 (printed in Persian).
- Falahati, M. S.Helfroush, H.Danyali and M.Rashidpour"Static Signature Verification for Farsi and Arabic Signatures using Dynamic Time Warping,” in Proc. the 19h Iranian Conference on Electrical Engineering, 2011.