Hassan Ghassemian

Orcid: 0000-0002-2303-1753

Affiliations:
  • Tarbiat Modares University, Faculty of Electrical and Computer Engineering, Tehran, Iran


According to our database1, Hassan Ghassemian authored at least 92 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN.
CoRR, 2024

2023
Residual network based on entropy-anisotropy-alpha target decomposition for polarimetric SAR image classification.
Earth Sci. Informatics, March, 2023

2022
Second-Order Total Generalized Variation Regularization for Pansharpening.
IEEE Geosci. Remote. Sens. Lett., 2022

2021
Active Multiple Kernel Fredholm Learning for Hyperspectral Images Classification.
IEEE Geosci. Remote. Sens. Lett., 2021

A bottom-up and top-down human visual attention approach for hyperspectral anomaly detection.
J. Vis. Commun. Image Represent., 2021

Improved Locality Preserving Projection for Hyperspectral Image Classification in Probabilistic Framework.
Int. J. Pattern Recognit. Artif. Intell., 2021

2020
Hyperspectral Unmixing Using Deep Convolutional Autoencoders in a Supervised Scenario.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

An overview on spectral and spatial information fusion for hyperspectral image classification: Current trends and challenges.
Inf. Fusion, 2020

A probabilistic framework for weighted combination of multiple-feature classifications of hyperspectral images.
Earth Sci. Informatics, 2020

2019
Morphology-based structure-preserving projection for spectral-spatial feature extraction and classification of hyperspectral data.
IET Image Process., 2019

A Model-Based Method for Pan-Sharpening of Multi-Spectral Images using Sparse Representation.
Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications, 2019

Systolic Murmurs Diagnosis Improvement by Feature Fusion and Decision Fusion.
Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications, 2019

2018
Hyperspectral Anomaly Detection Using Combined Similarity Criteria.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Building Detection in Very High Resolution SAR Images Via Sparse Representation Over Learned Dictionaries.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Anomaly Detection of Hyperspectral Imagery Using Modified Collaborative Representation.
IEEE Geosci. Remote. Sens. Lett., 2018

A New Variational Model in Texture Space for Pansharpening.
IEEE Geosci. Remote. Sens. Lett., 2018

Incorporating an Adaptive Image Prior Model Into Bayesian Fusion of Multispectral and Panchromatic Images.
IEEE Geosci. Remote. Sens. Lett., 2018

Classification of heart sound signal using curve fitting and fractal dimension.
Biomed. Signal Process. Control., 2018

Active Learning for Domain Adaptation in Classification of Remote Sensing Data by Minimizing Expected Error with Diversity Maximization.
Proceedings of the 9th International Symposium on Telecommunications, 2018

Phonocardiography Signal Classification by Applying Feature Space Transformations.
Proceedings of the 9th International Symposium on Telecommunications, 2018

Electrical Load Forecasting Using Customers Clustering and Smart Meters in Internet of Things.
Proceedings of the 9th International Symposium on Telecommunications, 2018

Multi Spectral Image Fusion with Deep Convolutional Network.
Proceedings of the 9th International Symposium on Telecommunications, 2018

2017
Weighted Joint Collaborative Representation Based On Median-Mean Line and Angular Separation.
IEEE Trans. Geosci. Remote. Sens., 2017

Hybrid Preprocessing Algorithm for Endmember Extraction Using Clustering, Over-Segmentation, and Local Entropy Criterion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

High-dimensional image data feature extraction by double discriminant embedding.
Pattern Anal. Appl., 2017

Hyperspectral Anomaly Detection Using Attribute Profiles.
IEEE Geosci. Remote. Sens. Lett., 2017

Edge patch image-based morphological profiles for classification of multispectral and hyperspectral data.
IET Image Process., 2017

An adaptive framework for spectral-spatial classification based on a combination of pixel-based and object-based scenarios.
Earth Sci. Informatics, 2017

A multiscale modified minimum spanning forest method for spatial-spectral hyperspectral images classification.
EURASIP J. Image Video Process., 2017

Attribute profile based feature space discriminant analysis for spectral-spatial classification of hyperspectral images.
Comput. Electr. Eng., 2017

Remote sensing images classification using moment features and attribute profiles.
Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

A self-learning approach for pan-sharpening of multispectral images.
Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

2016
Automatic Object-Based Hyperspectral Image Classification Using Complex Diffusions and a New Distance Metric.
IEEE Trans. Geosci. Remote. Sens., 2016

Integrating Hierarchical Segmentation Maps With MRF Prior for Classification of Hyperspectral Images in a Bayesian Framework.
IEEE Trans. Geosci. Remote. Sens., 2016

A Compressed-Sensing-Based Pan-Sharpening Method for Spectral Distortion Reduction.
IEEE Trans. Geosci. Remote. Sens., 2016

Enhancing Hyperspectral Endmember Extraction Using Clustering and Oversegmentation-Based Preprocessing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Multiscale Gaussian Derivative Functions for Hyperspectral Image Feature Extraction.
IEEE Geosci. Remote. Sens. Lett., 2016

A Fast Spatial-Spectral Preprocessing Module for Hyperspectral Endmember Extraction.
IEEE Geosci. Remote. Sens. Lett., 2016

Nonlinear IHS: A Promising Method for Pan-Sharpening.
IEEE Geosci. Remote. Sens. Lett., 2016

Binary coding based feature extraction in remote sensing high dimensional data.
Inf. Sci., 2016

Combining the spectral PCA and spatial PCA fusion methods by an optimal filter.
Inf. Fusion, 2016

A review of remote sensing image fusion methods.
Inf. Fusion, 2016

Erratum: Hyperspectral Data Feature Extraction Using Rational Function Curve Fitting.
Int. J. Pattern Recognit. Artif. Intell., 2016

Hyperspectral Data Feature Extraction Using Rational Function Curve Fitting.
Int. J. Pattern Recognit. Artif. Intell., 2016

Multimodal image fusion via sparse representation and clustering-based dictionary learning algorithm in NonSubsampled Contourlet domain.
Proceedings of the 8th International Symposium on Telecommunications, 2016

A new pansharpening method based on cartoon+texture decomposition.
Proceedings of the 8th International Symposium on Telecommunications, 2016

Hyperspectral images classification by spectral-spatial processing.
Proceedings of the 8th International Symposium on Telecommunications, 2016

Hyperspectral endmember extraction and unmixing by a novel spatial-spectral preprocessing module.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Kernel Multivariate Spectral-Spatial Analysis of Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

An Adaptive Pixon Extraction Technique for Multispectral/Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2015

Fusion of MS and PAN Images Preserving Spectral Quality.
IEEE Geosci. Remote. Sens. Lett., 2015

Spectral Unmixing of Hyperspectral Imagery Using Multilayer NMF.
IEEE Geosci. Remote. Sens. Lett., 2015

Feature Extraction Using Weighted Training Samples.
IEEE Geosci. Remote. Sens. Lett., 2015

Remote Sensing Image Fusion Using Ripplet Transform and Compressed Sensing.
IEEE Geosci. Remote. Sens. Lett., 2015

A fully adaptive object extraction technique used for spectral-spatial classification of remotely sensed data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Endmember extraction using a novel Cluster-based Spatial Border Removal Preprocessor.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

The geometrical and principal structures preservation in feature extraction of high dimensional images.
Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015

A novel approach to hyperspectral data feature extraction using rational function curve fitting.
Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015

2014
Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization.
IEEE Trans. Geosci. Remote. Sens., 2014

A New Magnification Method for RGB Color Images Based on Subpixels Decomposition.
IEEE Signal Process. Lett., 2014

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., 2014

Feature Extraction Using Attraction Points for Classification of Hyperspectral Images in a Small Sample Size Situation.
IEEE Geosci. Remote. Sens. Lett., 2014

Band Clustering-Based Feature Extraction for Classification of Hyperspectral Images Using Limited Training Samples.
IEEE Geosci. Remote. Sens. Lett., 2014

Sparsity Constrained Graph Regularized NMF for Spectral Unmixing of Hyperspectral Data.
CoRR, 2014

Multilayer structured NMF for spectral unmixing of hyperspectral images.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Remotely sensed image restoration using partial differential equations and watershed transformation.
Proceedings of the Seventh International Conference on Machine Vision, 2014

2013
Linear Feature Extraction for Hyperspectral Images Based on Information Theoretic Learning.
IEEE Geosci. Remote. Sens. Lett., 2013

Fusion of Hyperspectral and Panchromatic Images using Spectral Uumixing Results.
CoRR, 2013

Hyperspectral data unmixing using GNMF method and sparseness constraint.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Spectral-spatial classification for hyperspectral data using SVM and subspace MLR.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
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., 2012

Remote sensing image fusion using combining IHS and Curvelet transform.
Proceedings of the 6th International Symposium on Telecommunications, 2012

Unmixing of hyperspectral data using robust statistics-based NMF.
Proceedings of the 6th International Symposium on Telecommunications, 2012

2011
A Time-Frequency Approach for Discrimination of Heart Murmurs.
J. Signal Inf. Process., 2011

Graph Regularized Nonnegative Matrix Factorization for Hyperspectral Data Unmixing
CoRR, 2011

Modeling of heart systolic murmurs based on multivariate matching pursuit for diagnosis of valvular disorders.
Comput. Biol. Medicine, 2011

2010
MRI and PET image fusion by combining IHS and retina-inspired models.
Inf. Fusion, 2010

2009
A novel active contour for medical image segmentation.
IEICE Electron. Express, 2009

2008
Robust motion from space curves and 3D reconstruction from multiviews using perpendicular double stereo rigs.
Image Vis. Comput., 2008

Content-based medical image classification using a new hierarchical merging scheme.
Comput. Medical Imaging Graph., 2008

2007
Nonminutiae-Based Decision-Level Fusion for Fingerprint Verification.
EURASIP J. Adv. Signal Process., 2007

Robust motion and 3D structure from space curves.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Fusion of MRI and PET images using retina based multi-resolution transforms.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

2006
Texture-Gradient-Based Contour Detection.
EURASIP J. Adv. Signal Process., 2006

3D Shape Reconstruction of Moving Object By Tracking the Sparse Singular Points.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

2005
Fingerprint classification with probabilistic neural network.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

Hierarchical classification of hyperspectral images by using SVMs and "same class neighborhood property".
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A multiple classifier template for hyperspectral images classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004
A New Approach for Multi-System/Sensor Decision Fusion Based on Joint Measures.
Int. J. Inf. Acquis., 2004

2000
Estimating gain fields in multispectral MRI.
IEEE Trans. Biomed. Eng., 2000

1997
A Robust Structural Fingerprint Restoration.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

1996
A robust on-line restoration algorithm for fingerprint segmentation.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996


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