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ORCIDHassan Ghassemian
Mohammad-Hassan Ghassemian – M. Hassan Ghassemian Yazdi
Person information
- affiliation: Tarbiat Modares University, Faculty of Electrical and Computer Engineering, Tehran, Iran
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Journal Articles
- 2023
[j58]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): 357-366 (2023)- 2022
- [j57]Ghassem Khademi
, Hassan Ghassemian:
Second-Order Total Generalized Variation Regularization for Pansharpening. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - 2021
- [j56]Reza Seifi Majdar, Hassan Ghassemian:
Improved Locality Preserving Projection for Hyperspectral Image Classification in Probabilistic Framework. Int. J. Pattern Recognit. Artif. Intell. 35(15): 2150042:1-2150042:25 (2021) - [j55]Ashkan Taghipour, Hassan Ghassemian:
A bottom-up and top-down human visual attention approach for hyperspectral anomaly detection. J. Vis. Commun. Image Represent. 77: 103113 (2021) - [j54]Arash Saboori, Hassan Ghassemian, Farbod Razzazi:
Active Multiple Kernel Fredholm Learning for Hyperspectral Images Classification. IEEE Geosci. Remote. Sens. Lett. 18(2): 356-360 (2021) - 2020
- [j53]Reza Seifi Majdar, Hassan Ghassemian:
A probabilistic framework for weighted combination of multiple-feature classifications of hyperspectral images. Earth Sci. Informatics 13(1): 55-69 (2020) - [j52]Maryam Imani, Hassan Ghassemian:
An overview on spectral and spatial information fusion for hyperspectral image classification: Current trends and challenges. Inf. Fusion 59: 59-83 (2020) - [j51]Farshid Khajehrayeni, Hassan Ghassemian:
Hyperspectral Unmixing Using Deep Convolutional Autoencoders in a Supervised Scenario. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 567-576 (2020) - 2019
- [j50]Maryam Imani, Hassan Ghassemian:
Morphology-based structure-preserving projection for spectral-spatial feature extraction and classification of hyperspectral data. IET Image Process. 13(2): 270-279 (2019) - 2018
- [j49]Maryam Hamidi, Hassan Ghassemian, Maryam Imani:
Classification of heart sound signal using curve fitting and fractal dimension. Biomed. Signal Process. Control. 39: 351-359 (2018) - [j48]Maryam Vafadar, Hassan Ghassemian:
Anomaly Detection of Hyperspectral Imagery Using Modified Collaborative Representation. IEEE Geosci. Remote. Sens. Lett. 15(4): 577-581 (2018) - [j47]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): 917-921 (2018) - [j46]Meysam Lotfi, Hassan Ghassemian:
A New Variational Model in Texture Space for Pansharpening. IEEE Geosci. Remote. Sens. Lett. 15(8): 1269-1273 (2018) - [j45]Maryam Vafadar, Hassan Ghassemian:
Hyperspectral Anomaly Detection Using Combined Similarity Criteria. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(11): 4076-4085 (2018) - [j44]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): 4808-4817 (2018) - 2017
- [j43]Maryam Imani, Hassan Ghassemian:
Attribute profile based feature space discriminant analysis for spectral-spatial classification of hyperspectral images. Comput. Electr. Eng. 62: 555-569 (2017) - [j42]Fereshteh Poorahangaryan, Hassan Ghassemian:
A multiscale modified minimum spanning forest method for spatial-spectral hyperspectral images classification. EURASIP J. Image Video Process. 2017: 71 (2017) - [j41]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): 357-368 (2017) - [j40]Maryam Imani, Hassan Ghassemian:
Edge patch image-based morphological profiles for classification of multispectral and hyperspectral data. IET Image Process. 11(3): 164-172 (2017) - [j39]Ashkan Taghipour, Hassan Ghassemian:
Hyperspectral Anomaly Detection Using Attribute Profiles. IEEE Geosci. Remote. Sens. Lett. 14(7): 1136-1140 (2017) - [j38]Maryam Imani, Hassan Ghassemian:
High-dimensional image data feature extraction by double discriminant embedding. Pattern Anal. Appl. 20(2): 473-484 (2017) - [j37]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): 2940-2949 (2017) - [j36]Maryam Imani, Hassan Ghassemian:
Weighted Joint Collaborative Representation Based On Median-Mean Line and Angular Separation. IEEE Trans. Geosci. Remote. Sens. 55(10): 5612-5624 (2017) - 2016
- [j35]S. Abolfazl Hosseini, Hassan Ghassemian:
Hyperspectral Data Feature Extraction Using Rational Function Curve Fitting. Int. J. Pattern Recognit. Artif. Intell. 30(1): 1650001:1-1650001:18 (2016) - [j34]S. Abolfazl Hosseini, Hassan Ghassemian:
Erratum: Hyperspectral Data Feature Extraction Using Rational Function Curve Fitting. Int. J. Pattern Recognit. Artif. Intell. 30(2): 1692001:1-1692001:1 (2016) - [j33]Hamid Reza Shahdoosti, Hassan Ghassemian:
Combining the spectral PCA and spatial PCA fusion methods by an optimal filter. Inf. Fusion 27: 150-160 (2016) - [j32]Hassan Ghassemian:
A review of remote sensing image fusion methods. Inf. Fusion 32: 75-89 (2016) - [j31]Maryam Imani, Hassan Ghassemian:
Binary coding based feature extraction in remote sensing high dimensional data. Inf. Sci. 342: 191-208 (2016) - [j30]Fardin Mirzapour, Hassan Ghassemian:
Multiscale Gaussian Derivative Functions for Hyperspectral Image Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 13(4): 525-529 (2016) - [j29]Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz:
A Fast Spatial-Spectral Preprocessing Module for Hyperspectral Endmember Extraction. IEEE Geosci. Remote. Sens. Lett. 13(6): 782-786 (2016) - [j28]Morteza Ghahremani, Hassan Ghassemian:
Nonlinear IHS: A Promising Method for Pan-Sharpening. IEEE Geosci. Remote. Sens. Lett. 13(11): 1606-1610 (2016) - [j27]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): 2400-2413 (2016) - [j26]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): 805-816 (2016) - [j25]Morteza Ghahremani, Hassan Ghassemian:
A Compressed-Sensing-Based Pan-Sharpening Method for Spectral Distortion Reduction. IEEE Trans. Geosci. Remote. Sens. 54(4): 2194-2206 (2016) - [j24]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): 4106-4114 (2016) - 2015
- [j23]Roozbeh Rajabi, Hassan Ghassemian:
Spectral Unmixing of Hyperspectral Imagery Using Multilayer NMF. IEEE Geosci. Remote. Sens. Lett. 12(1): 38-42 (2015) - [j22]Morteza Ghahremani, Hassan Ghassemian:
Remote Sensing Image Fusion Using Ripplet Transform and Compressed Sensing. IEEE Geosci. Remote. Sens. Lett. 12(3): 502-506 (2015) - [j21]Hamid Reza Shahdoosti, Hassan Ghassemian:
Fusion of MS and PAN Images Preserving Spectral Quality. IEEE Geosci. Remote. Sens. Lett. 12(3): 611-615 (2015) - [j20]Amin Zehtabian, Hassan Ghassemian:
An Adaptive Pixon Extraction Technique for Multispectral/Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12(4): 831-835 (2015) - [j19]Maryam Imani, Hassan Ghassemian:
Feature Extraction Using Weighted Training Samples. IEEE Geosci. Remote. Sens. Lett. 12(7): 1387-1386 (2015) - [j18]Mostafa Borhani, Hassan Ghassemian:
Kernel Multivariate Spectral-Spatial Analysis of Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2418-2426 (2015) - 2014
- [j17]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): 1325-1329 (2014) - [j16]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): 1986-1990 (2014) - [j15]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): 415-427 (2014) - [j14]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): 577-580 (2014) - [j13]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): 6298-6314 (2014) - 2013
- [j12]Mehdi Kamandar, Hassan Ghassemian:
Linear Feature Extraction for Hyperspectral Images Based on Information Theoretic Learning. IEEE Geosci. Remote. Sens. Lett. 10(4): 702-706 (2013) - 2012
- [j11]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): 40-49 (2012) - 2011
- [j10]Sepideh Jabbari, Hassan Ghassemian:
Modeling of heart systolic murmurs based on multivariate matching pursuit for diagnosis of valvular disorders. Comput. Biol. Medicine 41(9): 802-811 (2011) - [j9]Sepideh Jabbari, Hassan Ghassemian:
A Time-Frequency Approach for Discrimination of Heart Murmurs. J. Signal Inf. Process. 2(3): 232-237 (2011) - 2010
- [j8]Sabalan Daneshvar, Hassan Ghassemian:
MRI and PET image fusion by combining IHS and retina-inspired models. Inf. Fusion 11(2): 114-123 (2010) - 2009
- [j7]Mehdi Saadatmand Tarzjan, Hassan Ghassemian:
A novel active contour for medical image segmentation. IEICE Electron. Express 6(23): 1683-1689 (2009) - 2008
- [j6]Hossein Pourghassem, Hassan Ghassemian:
Content-based medical image classification using a new hierarchical merging scheme. Comput. Medical Imaging Graph. 32(8): 651-661 (2008) - [j5]Hossein Ebrahimnezhad, Hassan Ghassemian:
Robust motion from space curves and 3D reconstruction from multiviews using perpendicular double stereo rigs. Image Vis. Comput. 26(10): 1397-1420 (2008) - 2007
- [j4]Mohammad Sadegh Helfroush, Hassan Ghassemian:
Nonminutiae-Based Decision-Level Fusion for Fingerprint Verification. EURASIP J. Adv. Signal Process. 2007 (2007) - 2006
- [j3]Nasser Chaji, Hassan Ghassemian:
Texture-Gradient-Based Contour Detection. EURASIP J. Adv. Signal Process. 2006 (2006) - 2004
- [j2]Ali J. Rashidi, Mohammad-Hassan Ghassemian:
A New Approach for Multi-System/Sensor Decision Fusion Based on Joint Measures. Int. J. Inf. Acquis. 1(2): 109-120 (2004) - 2000
- [j1]Reza Golparvar Roozbahani, Mohammad-Hassan Ghassemian, Ahmad-Reza Sharafat:
Estimating gain fields in multispectral MRI. IEEE Trans. Biomed. Eng. 47(12): 1610-1615 (2000)
Conference and Workshop Papers
- 2019
- [c30]Somayeh Akbari, Hassan Ghassemian, Zahra Akbari:
Systolic Murmurs Diagnosis Improvement by Feature Fusion and Decision Fusion. ICSIPA 2019: 6-11 - [c29]Mohammad Khateri, Hassan Ghassemian, Fardin Mirzapour:
A Model-Based Method for Pan-Sharpening of Multi-Spectral Images using Sparse Representation. ICSIPA 2019: 219-224 - 2018
- [c28]Maryam Imani, Hassan Ghassemian:
Electrical Load Forecasting Using Customers Clustering and Smart Meters in Internet of Things. IST 2018: 113-117 - [c27]Maryam Imani, Hassan Ghassemian:
Phonocardiography Signal Classification by Applying Feature Space Transformations. IST 2018: 118-122 - [c26]Sajjad Eghbalian, Hassan Ghassemian:
Multi Spectral Image Fusion with Deep Convolutional Network. IST 2018: 173-177 - [c25]Arash Saboori, Hassan Ghassemian:
Active Learning for Domain Adaptation in Classification of Remote Sensing Data by Minimizing Expected Error with Diversity Maximization. IST 2018: 397-402 - 2017
- [c24]Niloofar Ghasemi Roochi, Hassan Ghassemian, Fardin Mirzapour:
Remote sensing images classification using moment features and attribute profiles. ICSIPA 2017: 49-54 - [c23]Mohammad Khateri, Hassan Ghassemian:
A self-learning approach for pan-sharpening of multispectral images. ICSIPA 2017: 199-204 - 2016
- [c22]Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz:
Hyperspectral endmember extraction and unmixing by a novel spatial-spectral preprocessing module. IGARSS 2016: 3382-3385 - [c21]Maryam Imani, Hassan Ghassemian:
Hyperspectral images classification by spectral-spatial processing. IST 2016: 456-461 - [c20]Meysam Lotfi, Hassan Ghassemian:
A new pansharpening method based on cartoon+texture decomposition. IST 2016: 468-471 - [c19]Fahim Shabanzade, Hassan Ghassemian:
Multimodal image fusion via sparse representation and clustering-based dictionary learning algorithm in NonSubsampled Contourlet domain. IST 2016: 472-477 - 2015
- [c18]Maryam Imani, Hassan Ghassemian:
The geometrical and principal structures preservation in feature extraction of high dimensional images. ICSIPA 2015: 259-263 - [c17]S. Abolfazl Hosseini, Hassan Ghassemian:
A novel approach to hyperspectral data feature extraction using rational function curve fitting. ICSIPA 2015: 494-499 - [c16]Amin Zehtabian, Hassan Ghassemian:
A fully adaptive object extraction technique used for spectral-spatial classification of remotely sensed data. IGARSS 2015: 4336-4339 - [c15]Fatemeh Kowkabi, Hassan Ghassemian, Ahmad Keshavarz:
Endmember extraction using a novel Cluster-based Spatial Border Removal Preprocessor. IGARSS 2015: 5047-5050 - 2014
- [c14]Avishan Nazari, Amin Zehtabian, Marco Gribaudo, Hassan Ghassemian:
Remotely sensed image restoration using partial differential equations and watershed transformation. ICMV 2014: 944520 - [c13]Roozbeh Rajabi, Hassan Ghassemian:
Multilayer structured NMF for spectral unmixing of hyperspectral images. WHISPERS 2014: 1-4 - 2013
- [c12]Roozbeh Rajabi, Hassan Ghassemian:
Hyperspectral data unmixing using GNMF method and sparseness constraint. IGARSS 2013: 1450-1453 - [c11]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: 2180-2183 - 2012
- [c10]Roozbeh Rajabi, Hassan Ghassemian:
Unmixing of hyperspectral data using robust statistics-based NMF. IST 2012: 1157-1160 - [c9]Seyed Abolfazl Valizadeh, Hassan Ghassemian:
Remote sensing image fusion using combining IHS and Curvelet transform. IST 2012: 1184-1189 - 2007
- [c8]Sabalan Daneshvar, Hassan Ghassemian:
Fusion of MRI and PET images using retina based multi-resolution transforms. ISSPA 2007: 1-4 - [c7]Hossein Ebrahimnezhad, Hassan Ghassemian:
Robust motion and 3D structure from space curves. ISSPA 2007: 1-4 - 2006
- [c6]Hossein Ebrahimnezhad, Hassan Ghassemian:
3D Shape Reconstruction of Moving Object By Tracking the Sparse Singular Points. MMSP 2006: 192-197 - 2005
- [c5]Ahmad Keshavarz, Hassan Ghassemian, Hamid Dehghani:
Hierarchical classification of hyperspectral images by using SVMs and "same class neighborhood property". IGARSS 2005: 3219-3222 - [c4]Hamid Dehghani, Hassan Ghassemian, Ahmad Keshavarz:
A multiple classifier template for hyperspectral images classification. IGARSS 2005: 3776-3779 - [c3]Hossein Pourghassem, Hassan Ghassemian:
Fingerprint classification with probabilistic neural network. ISSPA 2005: 663-666 - 1997
- [c2]M. Hassan Ghassemian Yazdi:
A Robust Structural Fingerprint Restoration. ICIAP (2) 1997: 544-551 - 1996
- [c1]Mohammad-Hassan Ghassemian:
A robust on-line restoration algorithm for fingerprint segmentation. ICIP (2) 1996: 181-184
Informal and Other Publications
- 2015
- [i7]Roozbeh Rajabi, Hassan Ghassemian:
Multilayer Structured NMF for Spectral Unmixing of Hyperspectral Images. CoRR abs/1506.01596 (2015) - 2014
- [i6]Roozbeh Rajabi, Hassan Ghassemian:
Spectral Unmixing of Hyperspectral Imagery using Multilayer NMF. CoRR abs/1408.2810 (2014) - [i5]Roozbeh Rajabi, Hassan Ghassemian:
Sparsity Constrained Graph Regularized NMF for Spectral Unmixing of Hyperspectral Data. CoRR abs/1411.0392 (2014) - 2013
- [i4]Roozbeh Rajabi, Hassan Ghassemian:
Hyperspectral Data Unmixing Using GNMF Method and Sparseness Constraint. CoRR abs/1307.0129 (2013) - [i3]Roozbeh Rajabi, Hassan Ghassemian:
Fusion of Hyperspectral and Panchromatic Images using Spectral Uumixing Results. CoRR abs/1310.5965 (2013) - 2012
- [i2]Roozbeh Rajabi, Hassan Ghassemian:
Unmixing of Hyperspectral Data Using Robust Statistics-based NMF. CoRR abs/1212.0888 (2012) - 2011
- [i1]Roozbeh Rajabi, Mahdi Khodadadzadeh, Hassan Ghassemian:
Graph Regularized Nonnegative Matrix Factorization for Hyperspectral Data Unmixing. CoRR abs/1111.0885 (2011)
Coauthor Index
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