M. Helfroush

发表

Nonsubsampled contourlet transform-based conditional random field for SAR images segmentation

Habibollah Danyali, Mohammad Sadegh Helfroush, Maryam Golpardaz, 2020, Signal Process..

Gene expression feature selection for prostate cancer diagnosis using a two-phase heuristic-deterministic search strategy.

Akbar Rahideh, Mohammad Sadegh Helfroush, Kamran Kazemi, 2018, IET systems biology.

Automatic detection of breast cancer mitotic cells based on the combination of textural, statistical and innovative mathematical features

H. Danyali, M. Helfroush, A. Tashk, 2015 .

A High Capacity Robust Lossless Data Hiding Scheme Using Complementary Embedding Strategy

M. A. Alavianmehr, M. Helfroush, M. Rezaei, 2013 .

Vector-valued image segmentation using region based active contour

M. Helfroush, K. Kazemi, Zahra Shahvaran, 2013, 2013 21st Iranian Conference on Electrical Engineering (ICEE).

Variational level set combined with Markov random field modeling for simultaneous intensity non-uniformity correction and segmentation of MR images

M. Helfroush, K. Kazemi, Zahra Shahvaran, 2012, Journal of Neuroscience Methods.

A wavelet-based classification of hyperspectral images using Schroedinger eigenmaps

H. Danyali, M. Helfroush, Elham Kordi Ghasrodashti, 2017 .

Gabor Filter Parameters Optimization for Texture Classification Based on Genetic Algorithm

M. Helfroush, Mehrnaz Afshang, Azardokht Zahernia, 2009, 2009 Second International Conference on Machine Vision.

Fast T 2 mapping using multi‐echo spin‐echo MRI: A linear order approach

H. Danyali, M. Helfroush, H. Amiri, 2020, Magnetic resonance in medicine.

Automatic fingerprint matching based on an innovative ergodic embedded hidden markov model (E2HMM) approach

M. Helfroush, K. Kazemi, A. Tashk, 2010, 2010 18th Iranian Conference on Electrical Engineering.

Robust leukocyte segmentation in blood microscopic images based on intuitionistic fuzzy divergence

Mohammad Sadegh Helfroush, Habibollah Danyali, Zeinab Moshavash, 2015, 2015 22nd Iranian Conference on Biomedical Engineering (ICBME).

Cortical source analysis of resting state EEG data in children with attention deficit hyperactivity disorder

A. Aarabi, M. Helfroush, K. Kazemi, 2020, Clinical Neurophysiology.

Improvement of fingerprint orientation estimation by a Modification of fingerprint orientation model based on 2D Fourier expansion (M-FOMFE)

Mohammad Sadegh Helfroush, Ashkan Tashk, M. Helfroush, 2009, 2009 2nd International Conference on Computer, Control and Communication.

Fuzzy-based Medical X-Ray Image Classification

Mohammad Sadegh Helfroush, Kamran Kazemi, Mahmoud Rashidpour, 2012, Journal of medical signals and sensors.

Adaptive morphology active contour for image segmentation

M. Helfroush, K. Kazemi, M. Fouladivanda, 2016, 2016 24th Iranian Conference on Electrical Engineering (ICEE).

A modified approach for image compression based on fuzzy transform

M. Helfroush, Fatemeh Ghofrani, 2011, 2011 19th Iranian Conference on Electrical Engineering.

Medical X-ray Image Classification Using Gabor-Based CS-Local Binary Patterns

H. Danyali, M. Helfroush, K. Kazemi, 2012 .

A Tool to Investigate Symmetry Properties of Newborns Brain: The Newborns' Symmetric Brain Atlas

M. Helfroush, F. Wallois, R. Grebe, 2013, ISRN neuroscience.

Temporally Dynamic Interaction between Drug Cue Reactivity and Response Inhibition: An fMRI Study among People with Methamphetamine Use Disorder

A. Aarabi, M. Helfroush, H. Ekhtiari, 2021 .

Mitosis Detection from Breast Cancer Histology Slide Images using Particle Swarm Optimization and Support Vector Machine

H. Danyali, M. Helfroush, A. Tashk, 2014 .

A Novel Deep Learning Framework For Image KeyPoint Description

H. Danyali, M. Helfroush, A. Liaghat, 2022, 2022 12th International Conference on Computer and Knowledge Engineering (ICCKE).

Weakly Supervised Convolutional Neural Network for Automatic Gleason Grading of Prostate Cancer

M. Helfroush, K. Kazemi, Maryam Kamareh, 2022, 2022 12th International Conference on Computer and Knowledge Engineering (ICCKE).

Image segmentation using multilevel thresholding based on modified bird mating optimization

Taher Niknam, Mohammad Sadegh Helfroush, Kamran Kazemi, 2019, Multimedia Tools and Applications.

Neonatal EEG sleep stage classification based on deep learning and HMM

Marina De Vos, Hojat Ghimatgar, Kamran Kazemi, 2020, Journal of neural engineering.

A robust gene clustering algorithm based on clonal selection in multiobjective optimization framework

Mohammad Sadegh Helfroush, Kamran Kazemi, Akbar Rahideh, 2018, Expert Syst. Appl..

A Hybrid Hierarchical Approach for Brain Tissue Segmentation by Combining Brain Atlas and Least Square Support Vector Machine

Mohammad Sadegh Helfroush, Mohammad Javad Dehghani, Kamran Kazemi, 2013, Journal of medical signals and sensors.

Disrupted Functional Rich-Club Organization of the Brain Networks in Children with Attention-Deficit/Hyperactivity Disorder, a Resting-State EEG Study

A. Aarabi, M. Helfroush, K. Kazemi, 2021, Brain sciences.

Subjectively correlated estimation of noise due to blurriness distortion based on auto-regressive model using the Yule-Walker equations

Mohammed Ghanbari, Mohammad Sadegh Helfroush, Habibollah Danyali, 2018, IET Image Process..

Morphological active contour model for automatic brain tumor extraction from multimodal magnetic resonance images

A. Aarabi, M. Helfroush, O. Godefroy, 2021, Journal of Neuroscience Methods.

Resting state dynamic functional connectivity in children with attention deficit/hyperactivity disorder

A. Aarabi, M. Helfroush, K. Kazemi, 2021, Journal of neural engineering.

A deep learning approach for mitosis detection: Application in tumor proliferation prediction from whole slide images

Mohammad Sadegh Helfroush, Habibollah Danyali, Ramin Nateghi, 2021, Artif. Intell. Medicine.

Temporally dynamic neural correlates of drug cue reactivity, response inhibition, and methamphetamine-related response inhibition in people with methamphetamine use disorder

A. Aarabi, M. Helfroush, H. Ekhtiari, 2022, Scientific reports.

An Automatic and Robust Decision Support System for Accurate Acute Leukemia Diagnosis from Blood Microscopic Images

Mohammad Sadegh Helfroush, Habibollah Danyali, Zeinab Moshavash, 2018, Journal of Digital Imaging.

A Chebyshev/Legendre polynomial interpolation approach for fingerprint orientation estimation smoothing and prediction

Mohammad Sadegh Helfroush, Mohammad Javad Dehghani, Ashkan Tashk, 2010, Journal of Zhejiang University SCIENCE C.

A Conditional Selection of Orthogonal Legendre/Chebyshev Polynomials as a Novel Fingerprint Orientation Estimation Smoothing Method

Mohammad Sadegh Helfroush, Mohammad Javad Dehghani, Ashkan Tashk, 2009, 2009 Second International Conference on Machine Vision.

A fuzzy multi-objective hybrid TLBO-PSO approach to select the associated genes with breast cancer

Mohammad Sadegh Helfroush, Akbar Rahideh, Saleh Shahbeig, 2017, Signal Process..

Image compression based on spatial redundancy removal and image inpainting

Mohammad Sadegh Helfroush, Vahid Bastani, Keyvan Kasiri, 2010, Journal of Zhejiang University SCIENCE C.

An automatic system for cell nuclei pleomorphism segmentation in histopathological images of breast cancer

Mohammad Sadegh Helfroush, Habibollah Danyali, Pegah Faridi, 2016, 2016 IEEE Signal Processing in Medicine and Biology Symposium (SPMB).

Improvement of image zooming using least directional differences based on linear and cubic interpolation

Mohammad Sadegh Helfroush, Ashkan Tashk, Mehdi Hajizadeh, 2009, 2009 2nd International Conference on Computer, Control and Communication.

An improved feature selection algorithm based on graph clustering and ant colony optimization

Hojat Ghimatgar, Kamran Kazemi, Mohammad Sadegh Helfroush, 2018, Knowl. Based Syst..

Gene selection from large-scale gene expression data based on fuzzy interactive multi-objective binary optimization for medical diagnosis

Mohammad Sadegh Helfroush, Kamran Kazemi, Akbar Rahideh, 2018 .

Hyperspectral images classification based on multiple kernel learning using SWT and KMNF with few training samples

H. Danyali, M. Helfroush, Shirin Hassanzadeh, 2022, Journal of Spatial Science.

Image segmentation using multilevel thresholding based on modified bird mating optimization

A. Aarabi, T. Niknam, M. Helfroush, 2019, Multimedia Tools and Applications.

An automatic single-channel EEG-based sleep stage scoring method based on hidden Markov Model

Mohammad Sadegh Helfroush, Hojat Ghimatgar, Kamran Kazemi, 2019, Journal of Neuroscience Methods.

Skin Melanoma Detection in Microscopic Images Using HMM-Based Asymmetric Analysis and Expectation Maximization

M. Emre Celebi, Mohammad Sadegh Helfroush, Habibollah Danyali, 2021, IEEE Journal of Biomedical and Health Informatics.

Combined Spatial-Spectral Schroedinger Eigenmaps with Multiple Kernel Learning for Hyperspectral Image Classification Using a Low Number of Training Samples

H. Danyali, M. Helfroush, Shirin Hassanzadeh, 2022, Canadian Journal of Remote Sensing.

Reversible robust data hiding based on wavelet filters modification

Sasan Golabi, Mohammad Sadegh Helfroush, Habibollah Danyali, 2019, Multimedia Tools and Applications.

A semi-fragile lossless data hiding scheme based on multi-level histogram shift in image integer wavelet transform domain

Mehdi Rezaei, Mohammad Sadegh Helfroush, Ashkan Tashk, 2012, 6th International Symposium on Telecommunications (IST).

Modified Density-Based Data Clustering for Interactive Liver Segmentation

Mohammad Sadegh Helfroush, Habibollah Danyali, Niloofar Borzooie, 2018 .

Altered brain structural and functional connectivity in cannabis users

A. Aarabi, M. Helfroush, K. Kazemi, 2023, Scientific Reports.

Effect of Multishell Diffusion MRI Acquisition Strategy and Parcellation Scale on Rich-Club Organization of Human Brain Structural Networks

A. Aarabi, M. Helfroush, M. Makki, 2021, Diagnostics.

Hyperspectral and Multispectral Image Fusion Using Coupled Non-Negative Tucker Tensor Decomposition

Marzieh Zare, P. Scheunders, M. Helfroush, 2021, Remote. Sens..

Fusing hyperspectral and multispectral images using smooth graph signal modelling

Kamran Kazemi, Mohammad Sadegh Helfroush, Marzieh Zare, 2020 .

Butterfly network: a convolutional neural network with a new architecture for multi-scale semantic segmentation of pedestrians

M. A. Alavianmehr, H. Danyali, M. Helfroush, 2023, Journal of Real-Time Image Processing.

Robust watermarking against geometric attacks using partial calculation of radial moments and interval phase modulation

Sasan Golabi, Mohammad Sadegh Helfroush, Habibollah Danyali, 2014, Inf. Sci..

Morphological active contour driven by local and global intensity fitting for spinal cord segmentation from MR images

Mohammad Sadegh Helfroush, Kamran Kazemi, Alireza Shakibafard, 2018, Journal of Neuroscience Methods.

Automatic segmentation of newborns’ skull and fontanel from CT data using model-based variational level set

Marc Fournier, Hamid Abrishami Moghaddam, Reinhard Grebe, 2014, Signal Image Video Process..

Hmt-Contourlet Image Segmentation Based on Majority Vote

Mohammad Sadegh Helfroush, M. Helfroush, Narges Taghdir, 2009, 2009 Second International Conference on Machine Vision.

Hierarchical method for brain MRI segmentation based on using atlas information and least square support vector machine

Mohammad Sadegh Helfroush, Mohammad Javad Dehghani, Kamran Kazemi, 2011, 2011 19th Iranian Conference on Electrical Engineering.

Segmentation of skin lesions using an improved FLICM method

Mohammad Sadegh Helfroush, Habibollah Danyali, Salar Kanaani, 2017, 2017 7th International Conference on Computer and Knowledge Engineering (ICCKE).

A New Algorithm for Skin Lesion Border Detection in Dermoscopy Images

K. Kazemi, E. Meskini, M.S. Helfroush, 2018, Journal of biomedical physics & engineering.

Simultaneous vector-valued image segmentation and intensity nonuniformity correction using variational level set combined with Markov random field modeling

Mohammad Sadegh Helfroush, Kamran Kazemi, Zahra S. Razaee, 2016, Signal Image Video Process..

Region-based Active Contour Model based on Markov Random Field to Segment Images with Intensity Non-Uniformity and Noise

Mohammad Sadegh Helfroush, Kamran Kazemi, Zahra Shahvaran, 2012, Journal of medical signals and sensors.

Skull and fontanel segmentation from neonatal CT data by model based variational level set using localized coefficient

Reinhard Grebe, Fabrice Wallois, Mohammad Sadegh Helfroush, 2011, 2011 IEEE International Conference on Signal and Image Processing Applications (ICSIPA).

Automatic fontanel extraction from newborns' CT-images using a model based level set method

Reinhard Grebe, Fabrice Wallois, Mohammad Javad Dehghani, 2010, 2010 17th Iranian Conference of Biomedical Engineering (ICBME).

An automatic mitosis detection method for breast cancer histopathology slide images based on objective and pixel-wise textural features classification

Mohammad Sadegh Helfroush, Habibollah Danyali, Ashkan Tashk, 2013, The 5th Conference on Information and Knowledge Technology.

Toward domain adaptation with open-set target data: Review of theory and computer vision applications

L. Rutkowski, H. Danyali, M. Helfroush, 2023, Inf. Fusion.

Spectral-spatial classification of hyperspectral images using wavelet transform and hidden Markov random fields

Mohammad Sadegh Helfroush, Habibollah Danyali, Elham Kordi Ghasrodashti, 2018 .

A Modified Compressed Sensing-Based Recovery Algorithm for Wireless Sensor Networks

Mohammad Sadegh Helfroush, Habibollah Danyali, J. A. Jahanshahi, 2019, Radioengineering.

A Scheme for Joint Signal Reconstruction in Wireless Multimedia Sensor Networks

Mohammad Sadegh Helfroush, Habibollah Danyali, Javad Afshar Jahanshahi, 2017 .

Atlas-based segmentation of brain MR images using least square support vector machines

Mohammad Sadegh Helfroush, Kamran Kazemi, Mohammad Javad Dehghani, 2010, 2010 2nd International Conference on Image Processing Theory, Tools and Applications.

A CAD mitosis detection system from breast cancer histology images based on fused features

Mohammad Sadegh Helfroush, Habibollah Danyali, Ashkan Tashk, 2014, 2014 22nd Iranian Conference on Electrical Engineering (ICEE).

Vehicle Detection in ITS Based on Improved Background Modeling Method As An Advanced Pattern Recognition Strategy for Surveillance Purposes

Mohammad Sadegh Helfroush, Habibollah Danyali, Ashkan Tashk, 2019, 2019 4th International Conference on Pattern Recognition and Image Analysis (IPRIA).

A fast, weighted CRF algorithm based on a two-step superpixel generation for SAR image segmentation

Habibollah Danyali, Mohammad Sadegh Helfroush, Maryam Golpardaz, 2020 .

Hyperspectral and Multispectral Image Fusion Using Coupled Non-Negative Tucker Tensor Decomposition

Paul Scheunders, Mohammad Sadegh Helfroush, Kamran Kazemi, 2021, Remote. Sens..

HS remote sensing image restoration using fusion with MS images by EM algorithm

Mohammad Sadegh Helfroush, Habibollah Danyali, Amir Ansari, 2017, IET Signal Process..

An Improved Method for Liver Diseases Detection by Ultrasound Image Analysis

Mohammad Sadegh Helfroush, Habibollah Danyali, Mehri Owjimehr, 2015, Journal of medical signals and sensors.

Nuclear Atypia Grading in Histopathological Images of Breast Cancer Using Convolutional Neural Networks

Mohammad Sadegh Helfroush, Habibollah Danyali, Sanaz Karimi Jafarbiglo, 2018, 2018 4th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS).

Optimum Feature Selection Using Hybrid Grey Wolf Differential Evolution for Motor Imagery Brain Computer Interface

M. Helfroush, K. Kazemi, Marzieh Hajizamani, 2020, 2020 10th International Conference on Computer and Knowledge Engineering (ICCKE).

Wireless capsule endoscopy multiclass classification using three-dimensional deep convolutional neural network model

H. Danyali, M. Helfroush, F. Ejtehadi, 2023, BioMedical Engineering OnLine.