FARSHAD ALMASGANJ - Amirkabir University of Technology

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Amirkabir University of Technology

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FARSHAD ALMASGANJ

Associate Professor
Department of Biomedical Engineering
Bioelectric

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Email:

almas

aut.ac.ir

Phone:

h-index (Scopus):

16.00

Citations (Scopus):

880

Supervised PhD Theses

Thesis title

Date

Segmentation and Stenosis Detection of Coronary Artery in X-ray Angiography Images Using Deep Learning Methods based on Self-Supervised Approach

MEHRSHAD LALINIA & S.ALI SEYYEDSALEHI
Other Supervisor:

2025 Oct

Background Subtraction from X-Ray Coronary Angiography Images Using Spatiotemporal Information

SHAKERI SAEID

2025 May

Background Subtraction Of Angiography Images Using Deep Learning

FATEMEH AKHOONDI

2025 Aug

Supervised MSc Theses

Thesis title

Date

Human Activity Recognition for Parkinson's patients using Motion Sensors and Deep Learning Methods

AMIRHOSEIN GHANNAD

2024 Sep

Design and manufacture of a portable device for continuous monitoring of the fetal via ECG Recording and Processing

MASOUD NASIR
Other Supervisor: Mohammad Mahdi Ahmadi

2024 Jun

Design and Manufacturing of a Root Canal Locator Device via the Impedance Metering Process

MORTEZA PIRZADEH
Other Supervisor: Mohammad Mahdi Ahmadi

2024 Feb

Improving the performance of EEG-based Biometric System during emotional arousal

MARYAM SAFARDOOST & FARNAZ GHASSEMI
Other Supervisor:

2023 Oct

Using deep neural networks for detection and severity rating of Parkinson's disease from gait data

RAMIN BAKHTIYARI

2023 Jul

Design and implementation of multichannel and multifrequnecy thorax electrical impedance

FARID HOSSEINZADEH

2022 Oct

severity recognition of valvular heart diseases using a microphone array

YASHAR MEHRABI

2020 Dec

E xtacting vessels in x-ray angiography with motion coherency constraint

MEHRSHAD LALINIA

2019 Feb

Design and implementation of a reliable temporary external pacemaker

SOROUSH SHAHIDI

2019 Jan

Noise Reduction in Multi Microphone Hearing Aid

ALI HEYDARI KEBRITI

2019 Jan

Improving performance of speech recognition systems using supplementary visual features and deep networks

MOHAMMAD HASAN RAHMANI

2017 Jul

Design and Implementing Of the Speech Processor Of a Cochlear Implant

MOHAMMADREZA SARBANDIFARAHANI
Other Supervisor: Mohammad Mahdi Ahmadi

2017 Jun

Speaker localization in closed space using microphone array)

RAMIN RAMAZANPOUR

2017 Jun

Imaging of Heart acoustic using microphone arrays

HANIE MOGHADDASI KELISHOMI

2016 Feb

Fetal Heart Localization using Microphone Array

MOHAMMAD MAHDI SONGHORI

2015 Sep

Blind Source Separation Using Microphone Array

ATAOLLAH JODEIRI SHEIKHZADEH

2015 Sep

speech recognition in noisy environments using microphone arrays

ALI MARJANINEJAD

2015 Feb

diagkosis and sorting of voice disorders using patients voices embedded in the reconstructed phase space

MARYAM GHOLAM TAMIMI

2014 Jan

Linear features transformations in speech recognition compared to nonlinear PCA approach

SEYED IMAN SHIRINBAYAN

2012 Jun

Processing and clssification of dynamic plantar pressure patterns, to analize gait Disorders created in patients by multiple sylerosis

MALIKEH POUREBRAHIM
Other Supervisor: SIAMAK NAJARIAN

2012 Feb

dynamic processing of disordered voice in comparsion to the usual static processing

VIDA MEHDIZADEHFAR

2012 Jan

Development of a Computer Aided speech therapy software using signal processing, modeling, and speech recognition

SHAHLA AZIZI ALIKAMAR & FARZAD TOWHIDKHAH
Other Supervisor:

2012 Jan

Proposing An Algorithm For Neuronal Spike Sorting

MOHAMMAD BABAKMEHR & Shahriar Gharibzadeh
Other Supervisor:

2011 Oct

recognition of stress in speech

SHAHLA TORABI

2009 Jul

Context independent Speaker recognition using vocal tract features and glottal excitation

MINA ALIAKBARI KHOEI

2009 Jan

Persian Speech Recognition Using Sub- Word Units and Their Boundaries

IMAN SARAF REZAEE

2008 Dec

LINEAR FEATURE EXTRACTION OF SPEECH SIGNAL FOR DIAGNOSIS AND SEPERATION OF SPEECH DISORDERS

PEGAH TAYARANIAN HOSSEINI

2008 Mar

Features Extraction based on Temporal Patterns for Speech Recognition

YASSER SHEKOFTEH

2008 Mar

USING CHAOS IN SPEECH SIGNAL PROCESSING IN ORDER TO ASSESSMENT VOICE DISORDERS

GHAZALEH VAZIRI

2008 Mar

Noise Robust Speech Recognition Techniques in Feature Space

ARASH MOHAMMADI

2007 Oct

SPEECH ACTIVITY DETECTION

SOHEIL SHAFIEE

2007 Apr

WAVELET AND FILTER BANK BASED SPEECH FEATURE EXTRACTION

JALIL ALAVIAN

2007 Apr

ROBUST SPEECH RECOGNITION USING SUBBAND ANALYSIS

MAHDI MAHMOUDZADEH

2007 Mar

INTEGRATING SEMANITIC MODEL WITH SYNTACTICAL MODELS TO USE IN PERSIAN COUNTINUOUS SPEECH RECOGNITION SYSTEM

TAHEREH EMAMI AZADI

2007 Mar

SYLLABLE BOUNDARIES ANALYSIS USING ROBUST FEATURES AND PROSODIC CHARACTERISTICS

GHAZAL SHAIKHI

2007 Mar

SPEAKER RECOGNITION A TEXT-DEPENDENT APPROACH

AZIZEH RASTEGAR

2007 Feb

determine the level of Parkinsons disease using recorded data from plantar pressure during walking with the help of dynamic deep learning models

MOHAMMAD MAHMOUDI CHOBI

2025 Sep

Combining global and local attention in deep neural networks to improve segmentation of skin lesion images

ALI RAZZAGHI & S.ALI SEYYEDSALEHI
Other Supervisor:

2025 Mar

Analysis of formation and performance of components and attractors in deep neural networks based on the theoretical foundations of layer-by-layer pre-trainning.

KOSAR MATINPOUR & S.ALI SEYYEDSALEHI
Other Supervisor:

2025 Feb

Books

Title

Author(s)

Publisher country

publication date

version

Computational Analysis of Voice Disorder

R. Behroozmand, F. Almasganj

Germany

Journal Papers

E. Sharaf Khoram Nejad, A. Ohadi Hamadani, F. Almasganj, "BiEntropiGram: a novel time-frequency entropy map for rotating machines incipient fault diagnosis", Nonlinear Dynamics, 2025 May vol. 113, no. 15, pp.19657-19678, 2025.

F. Akhoondi, F. Almasganj, "Enhanced background reconstruction of X-ray angiography frames through a guided inpainting method built on an end-to-end deep learning approach", Biomedical Signal Processing and Control, 2025 Jan vol. 103, no. 1, pp.1-12, 2025.

S. Saeid, F. Almasganj, "Online tree-structure-constrained RPCA for background subtraction of X-ray coronary angiography images", Computer Methods and Programs In Biomedicine, 2024 Oct vol. 258, no. 1, pp.1-12, 2024.

S. Saeid, F. Almasganj, "X-ray coronary angiography background subtraction by adaptive weighted total variation regularized online RPCA", Physics In Medicine and Biology, 2024 Oct vol. 69, no. 1, pp.1-16, 2024.

Shabnam Firooz, F. Almasganj, Yasser Shekofteh, "Improvement of automatic speech recognition systems utilizing 2D adaptive wavelet transformation applied to recurrence plot of speech trajectories", Signal Image and Video Processing, 2024 Jan vol. 18, no. 1, pp.1959-1967, 2024.

M. Faal, F. Almasganj, "ECG Signal Modeling Using Volatility Properties: Its Application in Sleep Apnea Syndrome", Journal of Healthcare Engineering, 2021 Jul vol. 2021, no. 489450, pp.1-12, 2021.

M. Faal, F. Almasganj, "Obstructive sleep apnea screening from unprocessed ECG signals using statistical modelling", Biomedical Signal Processing and Control, 2021 May vol. 68, no. 1, pp.1-9, 2021.

Alireza Mahdavian, Saeid Minaei, Peter M. Marchetto, F. Almasganj, Shaban Rahimi, Ce Yang, "Acoustic features of vocalization signal in poultry health monitoring", Applied Acoustics, 2021 Apr vol. 175, no. 1, pp.1-16, 2021.

Zohreh Ansari, F. Almasganj, Seyed Jahanshah Kabudian, "Rapid Speaker Adaptation Based on Combination of KPCA and Latent Variable Model", Circuits Systems and Signal Processing, 2021 Mar vol. 40, no. 8, pp.3996-4017, 2021.

A. Saeidi, F. Almasganj, "Cardiac Valves Disorder Classification Based on Active Valves Appearance Periodic Sequences Tree of Murmurs", Biomedical Signal Processing and Control, 2020 Mar vol. 57, no. 1, pp.1-11, 2020.

Alireza Mahdavian, Saeid Minaei, Ci Yang, F. Almasganj, Shaban Rahimi, Peter M. Marchetto, "Ability Evaluation of a Voice Activity Detection Algorithm in BioAcoustics: A case study on Poultry calls", Computers and Electronics In Agriculture, 2020 Jan vol. 168, no. 1, pp.1-6, 2020.

S. Saeid, F. Almasganj, F. Ghassemi, "Noise Reduction in Cone Beam Computed Tomography Images using Independent Component Analysis", Iranian Journal of Biomedical Engineering, 2019 Apr vol. 13, no. 1, pp.11-20, 2019.

F. Vakhshiteh, F. Almasganj, "Exploration of properly combined Audiovisual representation with the Entropy Measure in Audiovisual Speech Recognition", Circuits Systems and Signal Processing, 2018 Nov vol. 38, no. 6, pp.2523-2543, 2018.

M.H. Rahmani, F. Almasganj, S. Seyyedsalehi, "Audio-Visual Feature Fusion via Deep Neural Networks for Automatic Speech Recognition", Digital Signal Processing, 2018 Jul vol. 82, no. 0, pp.54-63, 2018.

M.R. Mortazavi, F. Almasganj, "Optimal midcourse guidance of an air-to-air missile via SVM and RVM", Soft Computing, 2018 Jun vol. 0, no. 0, pp.1-14, 2018.

F. Vakhshiteh, F. Almasganj, A. Nikabadi, "LIP-READING VIA DEEP NEURAL NETWORKS USING HYBRID VISUAL FEATURES", Image Analysis and Stereology, 2018 May vol. 37, no. 2, pp.159-171, 2018.

A. Saeidi, F. Almasganj, Maryam Shojaeifard, "Automatic cardiac phase detection of mitral and aortic valves stenosis and regurgitation via localization of active valves", Biomedical Signal Processing and Control, 2017 Jul vol. 36, no. 0, pp.11-19, 2017.

H. Moghaddasi Kelishomi, F. Almasganj, Arezoo Zoroufian, "Imaging of heart acoustic based on the sub-space methods using a microphone array", Computer Methods and Programs In Biomedicine, 2017 Apr vol. 146, no. 1, pp.133-142, 2017.

A. Saeidi, F. Almasganj, "3D heart sound source localization via combinational subspace methods for long-term heart monitoring", Biomedical Signal Processing and Control, 2017 Jan vol. 31, no. 0, pp.434-443, 2017.

V. Mehdizadehfar, F. Almasganj, Farhad Torabinezhad, "Investigation of the Effects of Speech Signal Length on Vocal Disorder Sorting Done Via Dynamic Pattern Modelling", Journal of Voice, 2016 Dec vol. 0, no. 0, pp.1-8, 2016.

Mona Farokhzadi, Ali Maleki, A. Fallah, F. Almasganj, Saeid Rashidi, "AN EFFICIENT HIERARCHICAL STRUCTURE FOR RECOGNITION OF THE REACHING MOVEMENTS IN 3D SPACE", Biomedical Engineering-Applications Basis Communications, 2016 Sep vol. .28, no. 4, pp.1-10, 2016.

M. Goodarzi, F. Almasganj, "A GMM/HMM model for reconstruction of missing speech spectral components for continuous speech recognition", International Journal of Speech Technology, 2016 Sep vol. 19, no. 4, pp.769-777, 2016.

S. Firooz, F. Almasganj, Y. Shekofteh, "Improvement of automatic speech recognition systems via nonlinear dynamical features evaluated from the recurrence plot of speech signals", Computers and Electrical Engineering, 2016 Jul vol. 0, no. 0, pp.1-12, 2016.

P. Saidi, F. Almasganj, "Voice Disorder Signal Classification Using M-Band Wavelets and Support Vector Machine", Circuits Systems and Signal Processing, 2015 Aug vol. 34, no. 8, pp.2727-2738, 2015.

M. Goodarzi, F. Almasganj, "Joint Sparsity and Marginal Classification for Improving Sparse Imputation Performance in speech Recognition", Computers and Electrical Engineering, 2015 Aug vol. 46, no. 0, pp.56-64, 2015.

Y. Shekofteh, F. Almasganj, Ayoub Daliri, "MLP-based isolated phoneme classification using likelihood features extracted from reconstructed phase space", Engineering Applications of Artificial Intelligence, 2015 Aug vol. 44, no. 0, pp.1-9, 2015.

M. Goodarzi, F. Almasganj, "Model-based clustered sparse imputation for noise robust speech recognition", Speech Communication, 2015 Jun vol. 76, no. 0, pp.218-229, 2015.

Y. Shekofteh, S. Jafari, Julien Clinton Sprott, M. Hashemigolpayegany, F. Almasganj, "A Gaussian Mixture Model Based Cost Function for Parameter Estimation of Chaotic Biological Systems", Communications In Nonlinear Science and Numerical Simulation, 2015 Feb vol. 20, no. 2, pp.469-481, 2015.

Y. Shekofteh, F. Almasganj, "Robust Speech Recognition Using Temporal Pattern Feature Extracted From MTMLP Structure", Intelligent Systems In Electrical Engineering, 2014 Dec vol. 5, no. 3, pp.23-36, 2014.

M. Moghtadaei, M. Hashemigolpayegany, F. Almasganj, Arash Etemadi, Mohammad Akbari, Reza Malekzadeh, "Predicting the risk of squamous dysplasia and esophageal squamous cell carcinoma using minimum classification error method", Computers In Biology and Medicine, 2014 Feb vol. 45, no. 1, pp.51-57, 2014.

M.H. Gharavian, F. Almasganj, A. Ohadi Hamadani, H. Heidaribafroui, "Comparison of FDA-based and PCA-based features in fault diagnosis of automobile gearboxes", Neurocomputing, 2013 Dec vol. 121, no. 0, pp.150-159, 2013.

Y. Shekofteh, F. Almasganj, "Autoregressive modeling of speech trajectory transformed to the reconstructed phase space for ASR purposes", Digital Signal Processing, 2013 Dec vol. 23, no. 6, pp.1923-1932, 2013.

Y. Shekofteh, F. Almasganj, "Remote diagnosis of unilateral vocal fold paralysisusing matching pursuit based features extracted fromtelephony speech signal", Scientia Iranica, 2013 Dec vol. 20, no. 6, pp.2051-2060, 2013.

Y. Shekofteh, F. Almasganj, "Performance Improvement of Continuous Speech Recognition System Using Extracted Features of Speech Manifolds in the Reconstructed Phase Space", , 2013 Jul vol. 19, no. 1, pp.27-42, 2013.

N. Erfanian, F. Almasganj, "Wavelet adaptation for automatic voice disorders sorting", Computers In Biology and Medicine, 2013 Jul vol. 43, no. 6, pp.699-704, 2013.

Y. Shekofteh, F. Almasganj, "Feature Extraction Based on Speech Attractors in the Reconstructed Phase Space for Automatic Speech Recognition Systems", Etri Journal, 2013 Jan vol. 35, no. 1, pp.100-108, 2013.

A. Falaki, F. Almasganj, F. Towhidkhah, "Fractal and Statistical Features for the Discrimination Between Patients With Amyotrophic Lateral Sclerosis and Healthy Adults", Journal of Neuropsychiatry and Clinical Neurosciences, 2013 Jan vol. 25, no. 1, pp.22-22, 2013.

S. Jafari, Hamid Reza Abdolmohammadi, F. Almasganj, Z. Shourgashti, M. R. Rajati, "A new approach to experimental design for function approximation and classification: The twilight method", Scientia Iranica, 2012 Dec vol. 19, no. 6, pp.1731-1737, 2012.

Y. Shekofteh, F. Almasganj, "Feature Extraction based on Linear Modeling of Embedded Speech Trajectory in the Reconstructed Phase Space for Speech Recognition System", , 2012 Jun vol. 6, no. 1, pp.17-33, 2012.

A. Jafari, F. Almasganj, "USING NONLINEAR MODELING OF RECONSTRUCTED PHASE SPACE AND FREQUENCY DOMAIN ANALYSIS TO IMPROVE AUTOMATIC SPEECH RECOGNITION PERFORMANCE", International Journal of Bifurcation and Chaos, 2012 Mar vol. 22, no. 3, pp.53-67, 2012.

N. Erfanian, F. Almasganj, Farhad Torabinejad, "Support vector wavelet adaptation for pathological voice assessment", Computers In Biology and Medicine, 2011 Sep vol. 41, no. 9, pp.822-828, 2011.

A. Mohammadi, F. Almasganj, "Reconstruction of missing features by means of multivariate Laplace distribution (MLD) for noise robust speech recognition", Expert Systems With Applications, 2011 Mar vol. 38, no. 4, , 2011.

T. Emami Azadi, F. Almasganj, "PBSVM: Partitioning and biased support vector machine for vocal fold pathology assessment using labeled and unlabeled data sets", Expert Systems With Applications, 2011 Jan vol. 38, no. 1, pp.610-619, 2011.

N. Nasseri, F. Almasganj, S. Najarian, S. Hajizadehfarkoush, "A novel experimental analysis for the scientific study and evaluation of sprained ankle", Journal of Medical Technology and Physical Therapy, 2010 Dec vol. 23, no. 1, pp.46-56, 2010.

A. Jafari, F. Almasganj, Maryam Nabi Bidhendi, "Nonlinear Modeling of Speech Poincare Sections in Combination with Frequency Analysis to Improve Speech Recognition Performance", , 2010 Nov vol. 10, no. 3, pp.55-70, 2010.

A. Jafari, F. Almasganj, Maryam Nabi Bidhendi, "Statistical modeling of speech Poincar sections in combination of frequency analysis to improve speech recognition performance", Chaos, 2010 Sep vol. 20, no. 3, , 2010.

A. Jafari, F. Almasganj, "Using Laplacian Eigenmaps Latent Variable Model and Manifold Learning to Improve Speech Recognition Accuracy", Speech Communication, 2010 Aug vol. 52, no. 9, pp.725-735, 2010.

G. Vaziri, F. Almasganj, R. Behroozmand, "Pathological Assessment of Patients Speech Signals Using Nonlinear Dynamical Analysis", Computers In Biology and Medicine, 2010 Jan vol. 0, no. 0, , 2010.

N. Nasseri, F. Almasganj, S. Najarian, S. Hajizadehfarkoush, "An embedded insole applicable in signal processing: sprained ankle assessment", International Journal of Intelligent Information Technology Application, 2009 Dec vol. 2, no. 2, pp.1-7, 2009.

B. Vazirnezhad, F. Almasganj, S. Ahadi Sarkani, "Speaker adapted dynamic lexicons containing phonetic deviations of words", Journal of Zhejiang University-Science A, 2009 Nov vol. , no. 10, , 2009.

T. Emami Azadi, F. Almasganj, "Using backward elimination with a new model order reduction algorithm to select best double mixture model for document clustering", Expert Systems With Applications, 2009 Sep vol. , no. 36, , 2009.

B. Vazirnezhad, F. Almasganj, S. Ahadi Sarkani, "Hybrid statistical pronunciation models designed to be trained by a medium-size corpus", Computer Speech and Language, 2009 Jan vol. 0, no. 23, , 2009.

R. Behroozmand, F. Almasganj, "Optimal Selection of Wavelet-Packet-Based Features Using Genetic Algorithm in Pathological Assessment of Patients' Speech Signal with Unilateral Vocal Fold Paralysis", Computers In Biology and Medicine, 2007 Apr vol. , no. 37, , 2007.

B. Vazirnezhad, F. Almasganj, "Automatic Extraction of Pronunciation Rules and Automatic Continuous Speech Recognition", , 2005 Sep vol. , no. 0, , 2005.

M.R. Yazdchi, S. Seyyedsalehi, F. Almasganj, "Improvment of Speech Recognition Using Combination of Lexical Knowledge with Feature Parameteres", , 2005 Sep vol. , no. 0, , 2005.

Taught Courses

Course title

Description

Headlines

Date

Micro. Processor

design of microprocessor embedded systems

4051

Digital Signal Processing

Discrete time signal processing processes

4051

Elementary Digital Signal Processing

آشنائی با مبانی تئوری و عملی تعدادی از عناصر مهم و مطرح در بحث طبقه بندی، خوشه بندی و مدلسازی آماری و غیر آماری انواع داده ها

4042

Pattern Recognition

آشنائی با مبانی تئوری و عملی تعدادی از عناصر مهم و مطرح در بحث طبقه بندی، خوشه بندی و مدل سازی آماری و غیر آماری انواع داده ها

4042

Digital Signal Processing

4041

Micro. Processor

4041

Pattern Recognition

4032