publications

2024

1. Graph isomorphism U-Net

   Alireza Amouzad, Zahra Dehghanian, Saeed Saravani, and 2 more authors

   Expert Systems with Applications, 2024

2023

1. Layer-wise regularized adversarial training using layers sustainability analysis framework

   Mohammad Khalooei, Mohammad Mehdi Homayounpour, and Maryam Amirmazlaghani

   Neurocomputing, 2023
2. Wavelet-domain human activity recognition utilizing convolutional neural networks

   Mohammad Tavakkoli, Ehsan Nazerfard, and Maryam Amirmazlaghani

   Journal of Ambient Intelligence and Smart Environments, 2023
3. A survey on vulnerability of deep neural networks to adversarial examples and defense approaches to deal with them

   Mohammad Mehdi Homayounpour, Maryam Amirmazlaghani, and  others

   Signal and Data Processing, 2023
4. Low-epsilon adversarial attack against a neural network online image stream classifier

   Hossein Mohasel Arjomandi, Mohammad Khalooei, and Maryam Amirmazlaghani

   Applied Soft Computing, 2023
5. An adversarial learning based image steganography with security improvement against neural network steganalysis

   Nayereh Kholdinasab, and Maryam Amirmazlaghani

   Computers and Electrical Engineering, 2023
6. SherVine: A graphical dependency modeling for shearlet transform and its application in image quality assessment

   Sadegh Etemad, and Maryam Amirmazlaghani

   Expert Systems with Applications, 2023
7. Regularized Complete Cycle Consistent GAN for Anomaly Detection

   Zahra Dehghanian, Saeed Saravani, Maryam Amirmazlaghani, and 1 more author

   arXiv preprint arXiv:2304.07769, 2023
8. Learning graph from graph signals: An approach based on sensitivity analysis over a deep learning framework

   Behnam Roshanfekr, Maryam Amirmazlaghani, and Mohammad Rahmati

   Knowledge-Based Systems, 2023
9. Defense against adversarial examples based on wavelet domain analysis

   Armaghan Sarvar, and Maryam Amirmazlaghani

   Applied Intelligence, 2023

2022

1. A Novel Gaussian-Copula modeling for image despeckling in the shearlet domain

   Arian Morteza, and Maryam Amirmazlaghani

   Signal Processing, 2022

2021

1. Color texture image retrieval based on Copula multivariate modeling in the Shearlet domain

   Sadegh Etemad, and Maryam Amirmazlaghani

   Engineering Applications of Artificial Intelligence, 2021
2. Reconstruction of Gene Regulatory Networks Using Multiple Datasets

   Mehrzad Saremi, and Maryam Amirmazlaghani

   IEEE/ACM transactions on computational biology and bioinformatics, 2021
3. Limited Budget Adversarial Attack Against Online Image Stream

   Hossein Mohasel Arjomandi, Mohammad Khalooei, and Maryam Amirmazlaghani

   In ICML 2021 Workshop on Adversarial Machine Learning, 2021
4. A Novel Wavelet Domain Speckle Suppression Method for SAR Images

   Maryam Amirmazlaghani, and Alireza Salimi

   Journal of Machine Vision and Image Processing, 2021

2020

1. Using autoregressive-dynamic conditional correlation model with residual analysis to extract dynamic functional connectivity

   Hamidreza Hakimdavoodi, and Maryam Amirmazlaghani

   Journal of Neural Engineering, 2020
2. An aggregated statistical approach for network flood detection using gamma-normal mixture modeling

   Sajjad Hosseinzadeh, Maryam Amirmazlaghani, and Mehdi Shajari

   Computer Communications, 2020
3. A novel statistical approach for multiplicative speckle removal using t-locations scale and non-sub sampled shearlet transform

   Arian Morteza, and Maryam Amirmazlaghani

   Digital Signal Processing, 2020
4. Defense against adversarial attacks using DRAGAN

   Ali ArjomandBigdeli, Maryam Amirmazlaghani, and Mohammad Khalooei

   In 2020 6th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS), 2020
5. A Novel Distributed Approximate Nearest Neighbor Method for Real-time Face Recognition

   Aysan Aghazadeh, and Maryam Amirmazlaghani

   arXiv preprint arXiv:2005.05824, 2020

2019

1. A novel secret image sharing with steganography scheme utilizing Optimal Asymmetric Encryption Padding and Information Dispersal Algorithms

   Amir M Ahmadian, and Maryam Amirmazlaghani

   Signal Processing: Image Communication, 2019
2. Heteroscedastic watermark detector in the contourlet domain

   Maryam Amirmazlaghani

   IET Computer Vision, 2019
3. Preventing phishing attacks using text and image watermarking

   Mahdi Hajiali, Maryam Amirmazlaghani, and Hossain Kordestani

   Concurrency and Computation: Practice and Experience, 2019
4. Even-order Toeplitz tensor: framework for multidimensional structured linear systems

   Mansoor Rezghi, and Maryam Amirmazlaghani

   Computational and Applied Mathematics, 2019

2018

1. A new multiplicative watermark detector in the contourlet domain using t location-scale distribution

   Sadegh Etemad, and Maryam Amirmazlaghani

   Pattern Recognition, 2018
2. Unsupervised Hypergraph Feature Selection via a Novel Point-Weighting Framework and Low-Rank Representation

   Ammar Gilani, and Maryam Amirmazlaghani

   arXiv preprint arXiv:1808.08414, 2018

2017

1. Characteristic function based parameter estimation of skewed alpha-stable distribution: An analytical approach

   Mohammadreza Hassannejad Bibalan, Hamidreza Amindavar, and Maryam Amirmazlaghani

   Signal Processing, 2017
2. A novel statistical detector for contourlet domain image watermarking using 2D-GARCH model

   Maryam Amirmazlaghani

   In Image Analysis and Processing-ICIAP 2017: 19th International Conference, Catania, Italy, September 11-15, 2017, Proceedings, Part II 19, 2017
3. Computationally secure secret image sharing

   Amir M Ahmadian, and Maryam Amirmazlaghani

   In 2017 Iranian Conference on Electrical Engineering (ICEE), 2017
4. A new statistical detector for CT-based multiplicative image watermarking using the t location-scale distribution

   Sadegh Etemad, and Maryam Amirmazlaghani

   In 2017 9th International Conference on Information and Knowledge Technology (IKT), 2017
5. A Novel Multiplicative Steganography Technique in Contourlet Domain

   Farid Saleh, and Maryam Amirmazlaghani

   In 2017 14th International ISC (Iranian Society of Cryptology) Conference on Information Security and Cryptology (ISCISC), 2017

2016

1. A new detector for contourlet domain multiplicative image watermarking using Bessel K form distribution

   Mehdi Rabizadeh, Maryam Amirmazlaghani, and Mahmoud Ahmadian-Attari

   Journal of Visual Communication and Image Representation, 2016
2. Additive watermark detection in the wavelet domain using 2D-GARCH model

   Maryam Amirmazlaghani

   Information Sciences, 2016
3. A new robust vital sign detection in complex environments using ultrawideband radar

   SM Ali Tayaranian Hosseini, Hamidreza Amindavar, and Maryam Amirmazlaghani

   IEEE Transactions on Geoscience and Remote Sensing, 2016

2015

1. A novel robust scaling image watermarking scheme based on Gaussian Mixture Model

   Maryam Amirmazlaghani, Mansoor Rezghi, and Hamidreza Amindavar

   Expert Systems with Applications, 2015

2014

1. A new linguistic steganography scheme based on lexical substitution

   Habib Allah Yajam, Azadeh Sadat Mousavi, and Maryam Amirmazlaghani

   In 2014 11th International ISC Conference on Information Security and Cryptology, 2014

2013

1. Statistical modeling and denoising Wigner–Ville distribution

   Maryam Amirmazlaghani, and Hamidreza Amindavar

   Digital Signal Processing, 2013

2012

1. A novel sparse method for despeckling SAR images

   Maryam Amirmazlaghani, and Hamidreza Amindavar

   IEEE transactions on geoscience and remote sensing, 2012
2. Wavelet domain Bayesian processor for speckle removal in medical ultrasound images

   M Amirmazlaghani, and H Amindavar

   IET image processing, 2012
3. A novel curvelet domain speckle suppression method for SAR images

   Maryam Amirmazlaghani, and Hamidreza Amindavar

   In 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012

2010

1. Two novel Bayesian multiscale approaches for speckle suppression in SAR images

   Maryam Amirmazlaghani, and Hamidreza Amindavar

   IEEE Transactions on Geoscience and Remote Sensing, 2010

2009

1. EMG signal denoising via Bayesian wavelet shrinkage based on GARCH modeling

   Maryam Amirmazlaghani, and Hamidreza Amindavar

   In 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, 2009
2. A novel wavelet domain statistical approach for denoising SAR images

   Maryam Amirmazlaghani, and Hamidreza Amindavar

   In 2009 16th IEEE International Conference on Image Processing (ICIP), 2009
3. Modeling and denoising Wigner-Ville distribution

   Maryam Amirmazlaghani, and Hamidreza Amindavar

   In 2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, 2009
4. A novel statistical approach for speckle filtering of SAR images

   Maryam Amirmazlaghani, and Hamidreza Amindavar

   In 2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, 2009

2008

1. Speckle suppression in SAR images using the 2-D GARCH model

   Maryam Amirmazlaghani, Hamidreza Amindavar, and Alireza Moghaddamjoo

   IEEE Transactions on Image Processing, 2008

2007

1. Speckle suppression in medical ultrasound images using two dimensional GARCH model

   Maryam Amirmazlaghani, and Hamidreza Amindavar

   In 2007 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, 2007