Hassan Ghassemian

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 48

Top Topics

Hyperspectral Image Classification

Feature Extraction

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Seyed Amir Latifi, Hassan Ghassemian, Maryam Imani
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN. CoRR (2024)
Amir Hossein Ghazvinizadeh, Maryam Imani, Hassan Ghassemian
Residual network based on entropy-anisotropy-alpha target decomposition for polarimetric SAR image classification. Earth Sci. Informatics 16 (1) (2023)
Ghassem Khademi, Hassan Ghassemian
Second-Order Total Generalized Variation Regularization for Pansharpening. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Ashkan Taghipour, Hassan Ghassemian
A bottom-up and top-down human visual attention approach for hyperspectral anomaly detection. J. Vis. Commun. Image Represent. 77 (2021)
Reza Seifi Majdar, Hassan Ghassemian
Improved Locality Preserving Projection for Hyperspectral Image Classification in Probabilistic Framework. Int. J. Pattern Recognit. Artif. Intell. 35 (15) (2021)
Arash Saboori, Hassan Ghassemian, Farbod Razzazi
Active Multiple Kernel Fredholm Learning for Hyperspectral Images Classification. IEEE Geosci. Remote. Sens. Lett. 18 (2) (2021)
Maryam Imani, Hassan Ghassemian
An overview on spectral and spatial information fusion for hyperspectral image classification: Current trends and challenges. Inf. Fusion 59 (2020)
Farshid Khajehrayeni, Hassan Ghassemian
Hyperspectral Unmixing Using Deep Convolutional Autoencoders in a Supervised Scenario. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Reza Seifi Majdar, Hassan Ghassemian
A probabilistic framework for weighted combination of multiple-feature classifications of hyperspectral images. Earth Sci. Informatics 13 (1) (2020)
Maryam Imani, Hassan Ghassemian
Morphology-based structure-preserving projection for spectral-spatial feature extraction and classification of hyperspectral data. IET Image Process. 13 (2) (2019)
Mohammad Khateri, Hassan Ghassemian, Fardin Mirzapour
A Model-Based Method for Pan-Sharpening of Multi-Spectral Images using Sparse Representation. ICSIPA (2019)
Somayeh Akbari, Hassan Ghassemian, Zahra Akbari
Systolic Murmurs Diagnosis Improvement by Feature Fusion and Decision Fusion. ICSIPA (2019)
Maryam Hamidi, Hassan Ghassemian, Maryam Imani
Classification of heart sound signal using curve fitting and fractal dimension. Biomed. Signal Process. Control. 39 (2018)
Meysam Lotfi, Hassan Ghassemian
A New Variational Model in Texture Space for Pansharpening. IEEE Geosci. Remote. Sens. Lett. 15 (8) (2018)
Maryam Imani, Hassan Ghassemian
Electrical Load Forecasting Using Customers Clustering and Smart Meters in Internet of Things. IST (2018)
Arash Saboori, Hassan Ghassemian
Active Learning for Domain Adaptation in Classification of Remote Sensing Data by Minimizing Expected Error with Diversity Maximization. IST (2018)
Maryam Vafadar, Hassan Ghassemian
Anomaly Detection of Hyperspectral Imagery Using Modified Collaborative Representation. IEEE Geosci. Remote. Sens. Lett. 15 (4) (2018)
Sadjad Adelipour, Hassan Ghassemian
Building Detection in Very High Resolution SAR Images Via Sparse Representation Over Learned Dictionaries. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (12) (2018)
Maryam Imani, Hassan Ghassemian
Phonocardiography Signal Classification by Applying Feature Space Transformations. IST (2018)
Sajjad Eghbalian, Hassan Ghassemian
Multi Spectral Image Fusion with Deep Convolutional Network. IST (2018)
Maryam Vafadar, Hassan Ghassemian
Hyperspectral Anomaly Detection Using Combined Similarity Criteria. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (11) (2018)
Ghassem Khademi, Hassan Ghassemian
Incorporating an Adaptive Image Prior Model Into Bayesian Fusion of Multispectral and Panchromatic Images. IEEE Geosci. Remote. Sens. Lett. 15 (6) (2018)
Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz
Hybrid Preprocessing Algorithm for Endmember Extraction Using Clustering, Over-Segmentation, and Local Entropy Criterion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (6) (2017)
Amin Zehtabian, Hassan Ghassemian
An adaptive framework for spectral-spatial classification based on a combination of pixel-based and object-based scenarios. Earth Sci. Informatics 10 (3) (2017)
Maryam Imani, Hassan Ghassemian
Weighted Joint Collaborative Representation Based On Median-Mean Line and Angular Separation. IEEE Trans. Geosci. Remote. Sens. 55 (10) (2017)
Niloofar Ghasemi Roochi, Hassan Ghassemian, Fardin Mirzapour
Remote sensing images classification using moment features and attribute profiles. ICSIPA (2017)
Maryam Imani, Hassan Ghassemian
Edge patch image-based morphological profiles for classification of multispectral and hyperspectral data. IET Image Process. 11 (3) (2017)
Ashkan Taghipour, Hassan Ghassemian
Hyperspectral Anomaly Detection Using Attribute Profiles. IEEE Geosci. Remote. Sens. Lett. 14 (7) (2017)
Maryam Imani, Hassan Ghassemian
Attribute profile based feature space discriminant analysis for spectral-spatial classification of hyperspectral images. Comput. Electr. Eng. 62 (2017)
Maryam Imani, Hassan Ghassemian
High-dimensional image data feature extraction by double discriminant embedding. Pattern Anal. Appl. 20 (2) (2017)
Mohammad Khateri, Hassan Ghassemian
A self-learning approach for pan-sharpening of multispectral images. ICSIPA (2017)
Fereshteh Poorahangaryan, Hassan Ghassemian
A multiscale modified minimum spanning forest method for spatial-spectral hyperspectral images classification. EURASIP J. Image Video Process. 2017 (2017)
Hassan Ghassemian
A review of remote sensing image fusion methods. Inf. Fusion 32 (2016)
Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz
A Fast Spatial-Spectral Preprocessing Module for Hyperspectral Endmember Extraction. IEEE Geosci. Remote. Sens. Lett. 13 (6) (2016)
Meysam Golipour, Hassan Ghassemian, Fardin Mirzapour
Integrating Hierarchical Segmentation Maps With MRF Prior for Classification of Hyperspectral Images in a Bayesian Framework. IEEE Trans. Geosci. Remote. Sens. 54 (2) (2016)
Fardin Mirzapour, Hassan Ghassemian
Multiscale Gaussian Derivative Functions for Hyperspectral Image Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 13 (4) (2016)
Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz
Enhancing Hyperspectral Endmember Extraction Using Clustering and Oversegmentation-Based Preprocessing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz
Hyperspectral endmember extraction and unmixing by a novel spatial-spectral preprocessing module. IGARSS (2016)
Morteza Ghahremani, Hassan Ghassemian
A Compressed-Sensing-Based Pan-Sharpening Method for Spectral Distortion Reduction. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Hamid Reza Shahdoosti, Hassan Ghassemian
Combining the spectral PCA and spatial PCA fusion methods by an optimal filter. Inf. Fusion 27 (2016)
Fahim Shabanzade, Hassan Ghassemian
Multimodal image fusion via sparse representation and clustering-based dictionary learning algorithm in NonSubsampled Contourlet domain. IST (2016)
Morteza Ghahremani, Hassan Ghassemian
Nonlinear IHS: A Promising Method for Pan-Sharpening. IEEE Geosci. Remote. Sens. Lett. 13 (11) (2016)
Maryam Imani, Hassan Ghassemian
Binary coding based feature extraction in remote sensing high dimensional data. Inf. Sci. 342 (2016)
Maryam Imani, Hassan Ghassemian
Hyperspectral images classification by spectral-spatial processing. IST (2016)
S. Abolfazl Hosseini, Hassan Ghassemian
Hyperspectral Data Feature Extraction Using Rational Function Curve Fitting. Int. J. Pattern Recognit. Artif. Intell. 30 (1) (2016)
Amin Zehtabian, Hassan Ghassemian
Automatic Object-Based Hyperspectral Image Classification Using Complex Diffusions and a New Distance Metric. IEEE Trans. Geosci. Remote. Sens. 54 (7) (2016)
Meysam Lotfi, Hassan Ghassemian
A new pansharpening method based on cartoon+texture decomposition. IST (2016)
S. Abolfazl Hosseini, Hassan Ghassemian
Erratum: Hyperspectral Data Feature Extraction Using Rational Function Curve Fitting. Int. J. Pattern Recognit. Artif. Intell. 30 (2) (2016)
Amin Zehtabian, Hassan Ghassemian
A fully adaptive object extraction technique used for spectral-spatial classification of remotely sensed data. IGARSS (2015)
Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz
Endmember extraction using a novel Cluster-based Spatial Border Removal Preprocessor. IGARSS (2015)
Maryam Imani, Hassan Ghassemian
Feature Extraction Using Weighted Training Samples. IEEE Geosci. Remote. Sens. Lett. 12 (7) (2015)
Morteza Ghahremani, Hassan Ghassemian
Remote Sensing Image Fusion Using Ripplet Transform and Compressed Sensing. IEEE Geosci. Remote. Sens. Lett. 12 (3) (2015)
Amin Zehtabian, Hassan Ghassemian
An Adaptive Pixon Extraction Technique for Multispectral/Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12 (4) (2015)
Hamid Reza Shahdoosti, Hassan Ghassemian
Fusion of MS and PAN Images Preserving Spectral Quality. IEEE Geosci. Remote. Sens. Lett. 12 (3) (2015)
Mostafa Borhani, Hassan Ghassemian
Kernel Multivariate Spectral-Spatial Analysis of Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Roozbeh Rajabi, Hassan Ghassemian
Multilayer Structured NMF for Spectral Unmixing of Hyperspectral Images. CoRR (2015)
Roozbeh Rajabi, Hassan Ghassemian
Spectral Unmixing of Hyperspectral Imagery Using Multilayer NMF. IEEE Geosci. Remote. Sens. Lett. 12 (1) (2015)
Maryam Imani, Hassan Ghassemian
The geometrical and principal structures preservation in feature extraction of high dimensional images. ICSIPA (2015)
S. Abolfazl Hosseini, Hassan Ghassemian
A novel approach to hyperspectral data feature extraction using rational function curve fitting. ICSIPA (2015)
Maryam Mohebbi, Hassan Ghassemian
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. 52 (5) (2014)
Mansoor Zeinali, Hassan Ghassemian, Mohammad Naser-Moghaddasi
A New Magnification Method for RGB Color Images Based on Subpixels Decomposition. IEEE Signal Process. Lett. 21 (5) (2014)
Roozbeh Rajabi, Hassan Ghassemian
Spectral Unmixing of Hyperspectral Imagery using Multilayer NMF. CoRR (2014)
Maryam Imani, Hassan Ghassemian
Band Clustering-Based Feature Extraction for Classification of Hyperspectral Images Using Limited Training Samples. IEEE Geosci. Remote. Sens. Lett. 11 (8) (2014)
Roozbeh Rajabi, Hassan Ghassemian
Sparsity Constrained Graph Regularized NMF for Spectral Unmixing of Hyperspectral Data. CoRR (2014)
Roozbeh Rajabi, Hassan Ghassemian
Multilayer structured NMF for spectral unmixing of hyperspectral images. WHISPERS (2014)
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias, Xia Li
Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization. IEEE Trans. Geosci. Remote. Sens. 52 (10) (2014)
Avishan Nazari, Amin Zehtabian, Marco Gribaudo, Hassan Ghassemian
Remotely sensed image restoration using partial differential equations and watershed transformation. ICMV (2014)
Maryam Imani, Hassan Ghassemian
Feature Extraction Using Attraction Points for Classification of Hyperspectral Images in a Small Sample Size Situation. IEEE Geosci. Remote. Sens. Lett. 11 (11) (2014)
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias
Spectral-spatial classification for hyperspectral data using SVM and subspace MLR. IGARSS (2013)
Roozbeh Rajabi, Hassan Ghassemian
Hyperspectral data unmixing using GNMF method and sparseness constraint. IGARSS (2013)
Mehdi Kamandar, Hassan Ghassemian
Linear Feature Extraction for Hyperspectral Images Based on Information Theoretic Learning. IEEE Geosci. Remote. Sens. Lett. 10 (4) (2013)
Roozbeh Rajabi, Hassan Ghassemian
Hyperspectral Data Unmixing Using GNMF Method and Sparseness Constraint. CoRR (2013)
Roozbeh Rajabi, Hassan Ghassemian
Fusion of Hyperspectral and Panchromatic Images using Spectral Uumixing Results. CoRR (2013)
Maryam Mohebbi, Hassan Ghassemian
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. 105 (1) (2012)
Roozbeh Rajabi, Hassan Ghassemian
Unmixing of hyperspectral data using robust statistics-based NMF. IST (2012)
Seyed Abolfazl Valizadeh, Hassan Ghassemian
Remote sensing image fusion using combining IHS and Curvelet transform. IST (2012)
Roozbeh Rajabi, Hassan Ghassemian
Unmixing of Hyperspectral Data Using Robust Statistics-based NMF CoRR (2012)
Roozbeh Rajabi, Mahdi Khodadadzadeh, Hassan Ghassemian
Graph Regularized Nonnegative Matrix Factorization for Hyperspectral Data Unmixing CoRR (2011)
Sepideh Jabbari, Hassan Ghassemian
A Time-Frequency Approach for Discrimination of Heart Murmurs. J. Signal Inf. Process. 2 (3) (2011)
Sepideh Jabbari, Hassan Ghassemian
Modeling of heart systolic murmurs based on multivariate matching pursuit for diagnosis of valvular disorders. Comput. Biol. Medicine 41 (9) (2011)
Sabalan Daneshvar, Hassan Ghassemian
MRI and PET image fusion by combining IHS and retina-inspired models. Inf. Fusion 11 (2) (2010)
Mehdi Saadatmand Tarzjan, Hassan Ghassemian
A novel active contour for medical image segmentation. IEICE Electron. Express 6 (23) (2009)
Hossein Pourghassem, Hassan Ghassemian
Content-based medical image classification using a new hierarchical merging scheme. Comput. Medical Imaging Graph. 32 (8) (2008)
Hossein Ebrahimnezhad, Hassan Ghassemian
Robust motion from space curves and 3D reconstruction from multiviews using perpendicular double stereo rigs. Image Vis. Comput. 26 (10) (2008)
Sabalan Daneshvar, Hassan Ghassemian
Fusion of MRI and PET images using retina based multi-resolution transforms. ISSPA (2007)
Mohammad Sadegh Helfroush, Hassan Ghassemian
Nonminutiae-Based Decision-Level Fusion for Fingerprint Verification. EURASIP J. Adv. Signal Process. 2007 (2007)
Hossein Ebrahimnezhad, Hassan Ghassemian
Robust motion and 3D structure from space curves. ISSPA (2007)
Nasser Chaji, Hassan Ghassemian
Texture-Gradient-Based Contour Detection. EURASIP J. Adv. Signal Process. 2006 (2006)
Hossein Ebrahimnezhad, Hassan Ghassemian
3D Shape Reconstruction of Moving Object By Tracking the Sparse Singular Points. MMSP (2006)
Ahmad Keshavarz, Hassan Ghassemian, Hamid Dehghani
Hierarchical classification of hyperspectral images by using SVMs and "same class neighborhood property". IGARSS (2005)
Hamid Dehghani, Hassan Ghassemian, Ahmad Keshavarz
A multiple classifier template for hyperspectral images classification. IGARSS (2005)
Hossein Pourghassem, Hassan Ghassemian
Fingerprint classification with probabilistic neural network. ISSPA (2005)