Hassan Ghassemian

94 papers C 9Journal 66Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
YOLO-PICO: Lightweight object recognition in remote sensing images using expansion attention modules.
Pattern Recognit.
Mohamad Ebrahim Aghili, Hassan Ghassemian, Maryam Imani
2024 J jnl
A three-branch deep neural network for diagnosing respiratory sounds.
Neural Comput. Appl.
Maryam Imani, Hassan Ghassemian
2024 J jnl
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN.
CoRR
Seyed Amir Latifi, Hassan Ghassemian, Maryam Imani
2023 J jnl
Residual network based on entropy-anisotropy-alpha target decomposition for polarimetric SAR image classification.
Earth Sci. Informatics
Amir Hossein Ghazvinizadeh, Maryam Imani, Hassan Ghassemian
2022 J jnl
Second-Order Total Generalized Variation Regularization for Pansharpening.
IEEE Geosci. Remote. Sens. Lett.
Ghassem Khademi, Hassan Ghassemian
2021 J jnl
A bottom-up and top-down human visual attention approach for hyperspectral anomaly detection.
J. Vis. Commun. Image Represent.
Ashkan Taghipour, Hassan Ghassemian
2021 J jnl
Active Multiple Kernel Fredholm Learning for Hyperspectral Images Classification.
IEEE Geosci. Remote. Sens. Lett.
Arash Saboori, Hassan Ghassemian, Farbod Razzazi
2021 J jnl
Improved Locality Preserving Projection for Hyperspectral Image Classification in Probabilistic Framework.
Int. J. Pattern Recognit. Artif. Intell.
Reza Seifi Majdar, Hassan Ghassemian
2020 J jnl
A probabilistic framework for weighted combination of multiple-feature classifications of hyperspectral images.
Earth Sci. Informatics
Reza Seifi Majdar, Hassan Ghassemian
2020 J jnl
An overview on spectral and spatial information fusion for hyperspectral image classification: Current trends and challenges.
Inf. Fusion
Maryam Imani, Hassan Ghassemian
2020 J jnl
Hyperspectral Unmixing Using Deep Convolutional Autoencoders in a Supervised Scenario.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Farshid Khajehrayeni, Hassan Ghassemian
2019 — conf
A Model-Based Method for Pan-Sharpening of Multi-Spectral Images using Sparse Representation.
ICSIPA
Mohammad Khateri, Hassan Ghassemian, Fardin Mirzapour
2019 J jnl
Morphology-based structure-preserving projection for spectral-spatial feature extraction and classification of hyperspectral data.
IET Image Process.
Maryam Imani, Hassan Ghassemian
2019 — conf
Systolic Murmurs Diagnosis Improvement by Feature Fusion and Decision Fusion.
ICSIPA
Somayeh Akbari, Hassan Ghassemian, Zahra Akbari
2018 J jnl
A New Variational Model in Texture Space for Pansharpening.
IEEE Geosci. Remote. Sens. Lett.
Meysam Lotfi, Hassan Ghassemian
2018 — conf
Active Learning for Domain Adaptation in Classification of Remote Sensing Data by Minimizing Expected Error with Diversity Maximization.
IST
Arash Saboori, Hassan Ghassemian
2018 J jnl
Anomaly Detection of Hyperspectral Imagery Using Modified Collaborative Representation.
IEEE Geosci. Remote. Sens. Lett.
Maryam Vafadar, Hassan Ghassemian
2018 J jnl
Building Detection in Very High Resolution SAR Images Via Sparse Representation Over Learned Dictionaries.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sadjad Adelipour, Hassan Ghassemian
2018 J jnl
Classification of heart sound signal using curve fitting and fractal dimension.
Biomed. Signal Process. Control.
Maryam Hamidi, Hassan Ghassemian, Maryam Imani
2018 — conf
Electrical Load Forecasting Using Customers Clustering and Smart Meters in Internet of Things.
IST
Maryam Imani, Hassan Ghassemian
2018 J jnl
Hyperspectral Anomaly Detection Using Combined Similarity Criteria.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Maryam Vafadar, Hassan Ghassemian
2018 J jnl
Incorporating an Adaptive Image Prior Model Into Bayesian Fusion of Multispectral and Panchromatic Images.
IEEE Geosci. Remote. Sens. Lett.
Ghassem Khademi, Hassan Ghassemian
2018 — conf
Multi Spectral Image Fusion with Deep Convolutional Network.
IST
Sajjad Eghbalian, Hassan Ghassemian
2018 — conf
Phonocardiography Signal Classification by Applying Feature Space Transformations.
IST
Maryam Imani, Hassan Ghassemian
2017 J jnl
A multiscale modified minimum spanning forest method for spatial-spectral hyperspectral images classification.
EURASIP J. Image Video Process.
Fereshteh Poorahangaryan, Hassan Ghassemian
2017 — conf
A self-learning approach for pan-sharpening of multispectral images.
ICSIPA
Mohammad Khateri, Hassan Ghassemian
2017 J jnl
An adaptive framework for spectral-spatial classification based on a combination of pixel-based and object-based scenarios.
Earth Sci. Informatics
Amin Zehtabian, Hassan Ghassemian
2017 J jnl
Attribute profile based feature space discriminant analysis for spectral-spatial classification of hyperspectral images.
Comput. Electr. Eng.
Maryam Imani, Hassan Ghassemian
2017 J jnl
Edge patch image-based morphological profiles for classification of multispectral and hyperspectral data.
IET Image Process.
Maryam Imani, Hassan Ghassemian
2017 J jnl
High-dimensional image data feature extraction by double discriminant embedding.
Pattern Anal. Appl.
Maryam Imani, Hassan Ghassemian
2017 J jnl
Hybrid Preprocessing Algorithm for Endmember Extraction Using Clustering, Over-Segmentation, and Local Entropy Criterion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz
2017 J jnl
Hyperspectral Anomaly Detection Using Attribute Profiles.
IEEE Geosci. Remote. Sens. Lett.
Ashkan Taghipour, Hassan Ghassemian
2017 — conf
Remote sensing images classification using moment features and attribute profiles.
ICSIPA
Niloofar Ghasemi Roochi, Hassan Ghassemian, Fardin Mirzapour
2017 J jnl
Weighted Joint Collaborative Representation Based On Median-Mean Line and Angular Separation.
IEEE Trans. Geosci. Remote. Sens.
Maryam Imani, Hassan Ghassemian
2016 J jnl
A Compressed-Sensing-Based Pan-Sharpening Method for Spectral Distortion Reduction.
IEEE Trans. Geosci. Remote. Sens.
Morteza Ghahremani, Hassan Ghassemian
2016 J jnl
A Fast Spatial-Spectral Preprocessing Module for Hyperspectral Endmember Extraction.
IEEE Geosci. Remote. Sens. Lett.
Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz
2016 — conf
A new pansharpening method based on cartoon+texture decomposition.
IST
Meysam Lotfi, Hassan Ghassemian
2016 J jnl
A review of remote sensing image fusion methods.
Inf. Fusion
Hassan Ghassemian
2016 J jnl
Automatic Object-Based Hyperspectral Image Classification Using Complex Diffusions and a New Distance Metric.
IEEE Trans. Geosci. Remote. Sens.
Amin Zehtabian, Hassan Ghassemian
2016 J jnl
Binary coding based feature extraction in remote sensing high dimensional data.
Inf. Sci.
Maryam Imani, Hassan Ghassemian
2016 J jnl
Combining the spectral PCA and spatial PCA fusion methods by an optimal filter.
Inf. Fusion
Hamid Reza Shahdoosti, Hassan Ghassemian
2016 J jnl
Enhancing Hyperspectral Endmember Extraction Using Clustering and Oversegmentation-Based Preprocessing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz
2016 J jnl
Erratum: Hyperspectral Data Feature Extraction Using Rational Function Curve Fitting.
Int. J. Pattern Recognit. Artif. Intell.
S. Abolfazl Hosseini, Hassan Ghassemian
2016 J jnl
Hyperspectral Data Feature Extraction Using Rational Function Curve Fitting.
Int. J. Pattern Recognit. Artif. Intell.
S. Abolfazl Hosseini, Hassan Ghassemian
2016 C conf
Hyperspectral endmember extraction and unmixing by a novel spatial-spectral preprocessing module.
IGARSS
Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz
2016 — conf
Hyperspectral images classification by spectral-spatial processing.
IST
Maryam Imani, Hassan Ghassemian
2016 J jnl
Integrating Hierarchical Segmentation Maps With MRF Prior for Classification of Hyperspectral Images in a Bayesian Framework.
IEEE Trans. Geosci. Remote. Sens.
Meysam Golipour, Hassan Ghassemian, Fardin Mirzapour
2016 — conf
Multimodal image fusion via sparse representation and clustering-based dictionary learning algorithm in NonSubsampled Contourlet domain.
IST
Fahim Shabanzade, Hassan Ghassemian
2016 J jnl
Multiscale Gaussian Derivative Functions for Hyperspectral Image Feature Extraction.
IEEE Geosci. Remote. Sens. Lett.
Fardin Mirzapour, Hassan Ghassemian
2016 J jnl
Nonlinear IHS: A Promising Method for Pan-Sharpening.
IEEE Geosci. Remote. Sens. Lett.
Morteza Ghahremani, Hassan Ghassemian
2015 C conf
A fully adaptive object extraction technique used for spectral-spatial classification of remotely sensed data.
IGARSS
Amin Zehtabian, Hassan Ghassemian
2015 — conf
A novel approach to hyperspectral data feature extraction using rational function curve fitting.
ICSIPA
S. Abolfazl Hosseini, Hassan Ghassemian
2015 J jnl
An Adaptive Pixon Extraction Technique for Multispectral/Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Amin Zehtabian, Hassan Ghassemian
2015 C conf
Endmember extraction using a novel Cluster-based Spatial Border Removal Preprocessor.
IGARSS
Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz
2015 J jnl
Feature Extraction Using Weighted Training Samples.
IEEE Geosci. Remote. Sens. Lett.
Maryam Imani, Hassan Ghassemian
2015 J jnl
Fusion of MS and PAN Images Preserving Spectral Quality.
IEEE Geosci. Remote. Sens. Lett.
Hamid Reza Shahdoosti, Hassan Ghassemian
2015 J jnl
Kernel Multivariate Spectral-Spatial Analysis of Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mostafa Borhani, Hassan Ghassemian
2015 J jnl
Multilayer Structured NMF for Spectral Unmixing of Hyperspectral Images.
CoRR
Roozbeh Rajabi, Hassan Ghassemian
2015 J jnl
Remote Sensing Image Fusion Using Ripplet Transform and Compressed Sensing.
IEEE Geosci. Remote. Sens. Lett.
Morteza Ghahremani, Hassan Ghassemian
2015 J jnl
Spectral Unmixing of Hyperspectral Imagery Using Multilayer NMF.
IEEE Geosci. Remote. Sens. Lett.
Roozbeh Rajabi, Hassan Ghassemian
2015 — conf
The geometrical and principal structures preservation in feature extraction of high dimensional images.
ICSIPA
Maryam Imani, Hassan Ghassemian
2014 J jnl
A New Magnification Method for RGB Color Images Based on Subpixels Decomposition.
IEEE Signal Process. Lett.
Mansoor Zeinali, Hassan Ghassemian, Mohammad Naser-Moghaddasi
2014 J jnl
Band Clustering-Based Feature Extraction for Classification of Hyperspectral Images Using Limited Training Samples.
IEEE Geosci. Remote. Sens. Lett.
Maryam Imani, Hassan Ghassemian
2014 J jnl
Feature Extraction Using Attraction Points for Classification of Hyperspectral Images in a Small Sample Size Situation.
IEEE Geosci. Remote. Sens. Lett.
Maryam Imani, Hassan Ghassemian
2014 — conf
Multilayer structured NMF for spectral unmixing of hyperspectral images.
WHISPERS
Roozbeh Rajabi, Hassan Ghassemian
2014 J jnl
Predicting termination of paroxysmal atrial fibrillation using empirical mode decomposition of the atrial activity and statistical features of the heart rate variability.
Medical Biol. Eng. Comput.
Maryam Mohebbi, Hassan Ghassemian
2014 C conf
Remotely sensed image restoration using partial differential equations and watershed transformation.
ICMV
Avishan Nazari, Amin Zehtabian, Marco Gribaudo, Hassan Ghassemian
2014 J jnl
Sparsity Constrained Graph Regularized NMF for Spectral Unmixing of Hyperspectral Data.
CoRR
Roozbeh Rajabi, Hassan Ghassemian
2014 J jnl
Spectral Unmixing of Hyperspectral Imagery using Multilayer NMF.
CoRR
Roozbeh Rajabi, Hassan Ghassemian
2014 J jnl
Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization.
IEEE Trans. Geosci. Remote. Sens.
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias, Xia Li
2013 J jnl
Fusion of Hyperspectral and Panchromatic Images using Spectral Uumixing Results.
CoRR
Roozbeh Rajabi, Hassan Ghassemian
2013 J jnl
Hyperspectral Data Unmixing Using GNMF Method and Sparseness Constraint.
CoRR
Roozbeh Rajabi, Hassan Ghassemian
2013 C conf
Hyperspectral data unmixing using GNMF method and sparseness constraint.
IGARSS
Roozbeh Rajabi, Hassan Ghassemian
2013 J jnl
Linear Feature Extraction for Hyperspectral Images Based on Information Theoretic Learning.
IEEE Geosci. Remote. Sens. Lett.
Mehdi Kamandar, Hassan Ghassemian
2013 C conf
Spectral-spatial classification for hyperspectral data using SVM and subspace MLR.
IGARSS
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias
2012 J jnl
Prediction of paroxysmal atrial fibrillation based on non-linear analysis and spectrum and bispectrum features of the heart rate variability signal.
Comput. Methods Programs Biomed.
Maryam Mohebbi, Hassan Ghassemian
2012 — conf
Remote sensing image fusion using combining IHS and Curvelet transform.
IST
Seyed Abolfazl Valizadeh, Hassan Ghassemian
2012 J jnl
Unmixing of Hyperspectral Data Using Robust Statistics-based NMF
CoRR
Roozbeh Rajabi, Hassan Ghassemian
2012 — conf
Unmixing of hyperspectral data using robust statistics-based NMF.
IST
Roozbeh Rajabi, Hassan Ghassemian
2011 J jnl
A Time-Frequency Approach for Discrimination of Heart Murmurs.
J. Signal Inf. Process.
Sepideh Jabbari, Hassan Ghassemian
2011 J jnl
Graph Regularized Nonnegative Matrix Factorization for Hyperspectral Data Unmixing
CoRR
Roozbeh Rajabi, Mahdi Khodadadzadeh, Hassan Ghassemian
2011 J jnl
Modeling of heart systolic murmurs based on multivariate matching pursuit for diagnosis of valvular disorders.
Comput. Biol. Medicine
Sepideh Jabbari, Hassan Ghassemian
2010 J jnl
MRI and PET image fusion by combining IHS and retina-inspired models.
Inf. Fusion
Sabalan Daneshvar, Hassan Ghassemian
2009 J jnl
A novel active contour for medical image segmentation.
IEICE Electron. Express
Mehdi Saadatmand Tarzjan, Hassan Ghassemian
2008 J jnl
Content-based medical image classification using a new hierarchical merging scheme.
Comput. Medical Imaging Graph.
Hossein Pourghassem, Hassan Ghassemian
2008 J jnl
Robust motion from space curves and 3D reconstruction from multiviews using perpendicular double stereo rigs.
Image Vis. Comput.
Hossein Ebrahimnezhad, Hassan Ghassemian
2007 — conf
Fusion of MRI and PET images using retina based multi-resolution transforms.
ISSPA
Sabalan Daneshvar, Hassan Ghassemian
2007 J jnl
Nonminutiae-Based Decision-Level Fusion for Fingerprint Verification.
EURASIP J. Adv. Signal Process.
Mohammad Sadegh Helfroush, Hassan Ghassemian
2007 — conf
Robust motion and 3D structure from space curves.
ISSPA
Hossein Ebrahimnezhad, Hassan Ghassemian
2006 C conf
3D Shape Reconstruction of Moving Object By Tracking the Sparse Singular Points.
MMSP
Hossein Ebrahimnezhad, Hassan Ghassemian
2006 J jnl
Texture-Gradient-Based Contour Detection.
EURASIP J. Adv. Signal Process.
Nasser Chaji, Hassan Ghassemian
2005 C conf
A multiple classifier template for hyperspectral images classification.
IGARSS
Hamid Dehghani, Hassan Ghassemian, Ahmad Keshavarz
2005 — conf
Fingerprint classification with probabilistic neural network.
ISSPA
Hossein Pourghassem, Hassan Ghassemian
2005 C conf
Hierarchical classification of hyperspectral images by using SVMs and "same class neighborhood property".
IGARSS
Ahmad Keshavarz, Hassan Ghassemian, Hamid Dehghani