| YEAR |
TITLE |
| 2023 |
Clustering based background learning for hyperspectral anomaly detection
ME Aghili, M Imani, H Ghassemian
The Egyptian Journal of Remote Sensing and Space Science 26 (3), 477-489
|
| 2023 |
Shaped patch based nonparametric discriminant analysis for hyperspectral image classification through the CNN model
B Khosravi, M Imani, H Ghassemian
International Journal of Remote Sensing 44 (6), 1789-1819
|
| 2023 |
Residual network based on entropy-anisotropy-alpha target decomposition
for polarimetric SAR image classification
AH Ghazvinizadeh, M Imani, H Ghassemian
Earth Science Informatics, 1-10
|
| 2022 |
Spectral-spatial classification fusion for hyperspectral images in the
probabilistic framework via arithmetic optimization Algorithm
R Seifi Majdar, H Ghassemian
International Journal of Image and Data Fusion 13 (3), 262-277
|
| 2022 |
Unsupervised change detection in SAR images based on generalized likelihood
ratio test and a two-stage morphological filter
A Kakoolvand, M Imani, H Ghassemian
International Journal of Remote Sensing 43 (12), 4630-4662
|
| 2022 |
Spatial Quality Assessment of Pansharpened Images Based on Gray Level
Co-Occurrence Matrix
SA Maleki, H Ghassemian
2022 International Conference on Machine Vision and Image Processing
(MVIP), 1-6
|
| 2022 |
Building Detection Using Very High Resolution SAR Images With Multi-Direction
Based on Weighted-Morphological Indexes
F Amjadipour, H Ghassemian, M Imani
2022 International Conference on Machine Vision and Image Processing
(MVIP), 1-6
|
| 2022 |
Deep Curriculum Learning for PolSAR Image Classification
H Mousavi, M Imani, H Ghassemian
2022 International Conference on Machine Vision and Image Processing
(MVIP), 1-5
|
| 2021 |
A New Spectral-Spatial Network for Feature Fusion and Classification
of Hyperspectral Images
ME Aghili, H Ghassemian, M Imani
2021 7th International Conference on Signal Processing and Intelligent
?
|
| 2021 |
Estimation of Free Parameters of Morphological Profiles for Building
Extraction Using SAR Images
F Amjadipour, H Ghassemian, M Imani
2021 7th International Conference on Signal Processing and Intelligent
?
|
| 2021 |
Improved Locality Preserving Projection for Hyperspectral Image Classification
in Probabilistic Framework
RS Majdar, H Ghassemian
International Journal of Pattern Recognition and Artificial Intelligence
35 ?
|
| 2021 |
Visual attention-driven framework to incorporate spatial-spectral features
for hyperspectral anomaly detection
A Taghipour, H Ghassemian
International Journal of Remote Sensing 42 (19), 7454-7488
|
| 2021 |
Hyperspectral image classification by optimizing convolutional neural
networks based on information theory and 3D-Gabor filters
M Ghassemi, H Ghassemian, M Imani
International Journal of Remote Sensing 42 (11), 4380-4410
|
| 2021 |
A pansharpened image quality assessment using segmentation procedure
S Aghapour Maleki, H Ghassemian
International Journal of Remote Sensing 42 (11), 4157-4176
|
| 2021 |
Adversarial discriminative active Deep Learning for domain adaptation
in hyperspectral images classification
A Saboori, H Ghassemian
International Journal of Remote Sensing 42 (10), 3981-4003
|
| 2021 |
Seyed Mohammad Sadjad Sadough, University of Shahid beheshti Seyed Aliakbar
Safavi, University of Shiraz Mohammad Reza Salehi, Shiraz University
of Technology Hadi Seyedarabi ?
A Abdipour, A Aghagolzadeh, V Ahmadi, MA Badamchizadeh, M Ehsan,
...
|
| 2021 |
Heart Abnormality Classification by Phonocardiogram Analysis Using Fusion
in Feature and Decision Levels
H Rahmati, H Ghassemian, M Imani
2021 29th Iranian Conference on Electrical Engineering (ICEE), 805-809
|
| 2021 |
Contextual and Spectral Feature Fusion Using Local Binary Graph for
Hyperspectral Images Classification
ZF Farahani, H Ghassemian, M Imani
2021 29th Iranian Conference on Electrical Engineering (ICEE), 771-775
|
| 2021 |
A bottom-up and top-down human visual attention approach for hyperspectral
anomaly detection
A Taghipour, H Ghassemian
Journal of Visual Communication and Image Representation 77, 103113
|
| 2021 |
A linear hyperspectral unmixing method by means of autoencoder networks
F Khajehrayeni, H Ghassemian
International Journal of Remote Sensing 42 (7), 2517-2531
|
| 2021 |
A primal-dual method for total-variation-based pansharpening
G Khademi, H Ghassemian
International Journal of Remote Sensing 42 (6), 2072-2104
|
| 2021 |
Spectral and spatial information improvement multispectral image based
on recursive full-scale estimation
R Naeimi Marandi, H Ghassemian
International Journal of Remote Sensing 42 (6), 2350-2375
|
| 2020 |
Second-order total generalized variation regularization for pansharpening
G Khademi, H Ghassemian
IEEE Geoscience and Remote Sensing Letters
|
| 2020 |
Sparse Representation of Injected Details for MRA-Based Pansharpening
M Maneshi, H Ghassemian, M Imani
2020 IEEE India Geoscience and Remote Sensing Symposium (InGARSS),
86-89
|
| 2020 |
Robust transfer joint matching distributions in semi-supervised domain
adaptation for hyperspectral images classification
A Saboori, H Ghassemian
International Journal of Remote Sensing 41 (23), 9283-9307
|
| 2020 |
Spectral-spatial hyperspectral image classification based on homogeneous
minimum spanning forest
F Poorahangaryan, H Ghassemian
Mathematical Problems in Engineering 2020
|
| 2020 |
Patch-based sparse and convolutional autoencoders for anomaly detection
in hyperspectral images
AR Rezvanian, M Imani, H Ghassemian
2020 28th Iranian Conference on Electrical Engineering (ICEE), 1-5
|
| 2020 |
Multispectral Pansharpening by Extracting Local Coefficients Based on
WT Concept and MTF of Multispectral Sensors
SZ Azarnivar, H Ghassemian
2020 28th Iranian Conference on Electrical Engineering (ICEE), 1-5
|
| 2020 |
An overview on spectral and spatial information fusion for hyperspectral
image classification: Current trends and challenges
M Imani, H Ghassemian
Information fusion 59, 59-83
|
| 2020 |
Pansharpening through an improved sparsity-based fusion method
M Ghamchili, H Ghassemian
International Journal of Remote Sensing 41 (6), 2159-2188
|
| 2020 |
A probabilistic framework for weighted combination of multiple-feature
classifications of hyperspectral images
R Seifi Majdar, H Ghassemian
Earth Science Informatics 13 (1), 55-69
|
| 2020 |
A new composite multimodality image fusion method based on shearlet
transform and retina inspired model
M Sayadi, H Ghassemian, R Naimi, M Imani
2020 International Conference on Machine Vision and Image Processing
(MVIP), 1-5
|
| 2020 |
Hyperspectral Anomaly Detection based on Frequency Analysis of Repeated
Spatial Patterns
A Taghipour, H Ghassemian
2020 International Conference on Machine Vision and Image Processing
(MVIP), 1-6
|
| 2020 |
A retina-inspired multiresolution analysis framework for pansharpening
M Maneshi, H Ghassemian, G Khademi, M Imani
2020 International Conference on Machine Vision and Image Processing
(MVIP), 1-5
|
| 2020 |
Active multiple kernel Fredholm learning for hyperspectral images classification
A Saboori, H Ghassemian, F Razzazi
IEEE Geoscience and Remote Sensing Letters 18 (2), 356-360
|
| 2020 |
Hyperspectral unmixing using deep convolutional autoencoders in a supervised
scenario
F Khajehrayeni, H Ghassemian
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote ?
|
| 2019 |
Spatial-Spectral Feature Extraction of Hyperspectral Images using Attribute
Profile With Partial Reconstruction and 3-D Gabor Filter Bank
M Dowlatshah, H Ghassemian, M Imani
2019 5th Iranian Conference on Signal Processing and Intelligent
Systems ?
|
| 2019 |
Medical Image Fusion based Sparse Decomposition and PDE of Images
F Shabanzade, H Ghassemian, MM Sayadi
2019 5th Iranian Conference on Signal Processing and Intelligent
Systems ?
|
| 2019 |
A supervised nonlinear spectral unmixing method by means of neural networks
F Khajehrayeni, H Ghassemian
2019 5th Iranian Conference on Signal Processing and Intelligent
Systems ?
|
| 2019 |
Hyperspectral anomaly detection using spectral?spatial features based
on the human visual system
A Taghipour, H Ghassemian
International Journal of Remote Sensing 40 (23), 8683-8704
|
| 2019 |
Fully Automated Computer-Assisted Diagnostic Method for Mitosis Detection
on Histology Slide Images of Breast Cancer
F Pourakpour, H Ghassemian, R Nateghi
Iranian Journal of Radiology 16 (Special Issue)
|
| 2019 |
Residential load forecasting using wavelet and collaborative representation
transforms
M Imani, H Ghassemian
Applied Energy 253, 113505
|
| 2019 |
Systolic Murmurs Diagnosis Improvement by Feature Fusion and Decision
Fusion
S Akbari, H Ghassemian, Z Akbari
2019 IEEE International Conference on Signal and Image Processing
?
|
| 2019 |
A model-based method for pan-sharpening of multi-spectral images using
sparse representation
M Khateri, H Ghassemian, F Mirzapour
2019 IEEE International Conference on Signal and Image Processing
?
|
| 2019 |
Building extraction from very high-resolution synthetic aperture radar
images based on statistical and structural information fusion
S Adelipour, H Ghassemian
International Journal of Remote Sensing 40 (18), 7113-7126
|
| 2019 |
A new pixelwise fusion based on feedback error correction
R Naeimi Marandi, H Ghassemian
Remote Sensing Letters 10 (8), 806-815
|
| 2019 |
Supervised Feature Extraction of Face Images for Improvement of Recognition
Accuracy
M Imani, H Ghassemian
Signal and Data Processing 16 (1), 158-172
|
| 2019 |
Application of Adaptive Injection Gain in Sparse-Based Multispectral
Image Fusion
M Ghamchili, H Ghassemian
2019 27th Iranian Conference on Electrical Engineering (ICEE), 1560-1565
|
| 2019 |
Sequence to image transform based convolutional neural network for load
forecasting
M Imani, H Ghassemian
2019 27th Iranian Conference on Electrical Engineering (ICEE), 1362-1366
|
| 2019 |
Improving Performance of Hyperspectral Unmixing Using Multi-Layer Perceptron
by Generating an Appropriate Synthetic Library
F Khajehrayeni, H Ghassemian
2019 27th Iranian Conference on Electrical Engineering (ICEE), 1303-1308
|
| 2019 |
Iterative Fusion Based on Amplitude Minimization of Orthogonal Spatial
Component and Spectral Error
RN Marandi, H Ghassemian
2019 27th Iranian Conference on Electrical Engineering (ICEE), 1277-1283
|
| 2019 |
Lagged load wavelet decomposition and lstm networks for short-term load
forecasting
M Imani, H Ghassemian
2019 4th International Conference on Pattern Recognition and Image
Analysis ?
|
| 2019 |
Unsupervised hyperspectral target detection using spectral residual
of deep autoencoder networks
A Taghipour, H Ghassemian
2019 4th International Conference on Pattern Recognition and Image
Analysis ?
|
| 2019 |
A variational pansharpening algorithm based on total variation and primal-dual
optimization
G Khademi, H Ghassemian
2019 4th International Conference on Pattern Recognition and Image
Analysis ?
|
| 2019 |
Morphology‐based structure‐preserving projection for spectral?spatial
feature extraction and classification of hyperspectral data
M Imani, H Ghassemian
IET Image Processing 13 (2), 270-279
|
| 2019 |
A critical review of quality assessment protocols in pan-sharpening
SA Maleki, H Ghassemian
The International Archives of Photogrammetry, Remote Sensing and
Spatial ?
|
| 2019 |
Spatial-Spectral Morphological Feature Extraction for Hyperspectral
Images Classification
M Dowlatshah, H Ghassemian, M Imani
The International Archives of Photogrammetry, Remote Sensing and
Spatial ?
|
| 2019 |
Local binary graph feature reduction for three-Dimensional gabor filter
based hyperspectral image classification
M Darvishnezhad, H Ghassemian, M Imani
The International Archives of Photogrammetry, Remote Sensing and
Spatial ?
|
| 2018 |
Classification of Panchromatic Images Using Ripplet Transform and LBP
Methods
F Khalili, H Ghassemian
2018 4th Iranian Conference on Signal Processing and Intelligent
Systems ?
|
| 2018 |
Active Learning for Domain Adaptation in Classification of Remote Sensing
Data by Minimizing Expected Error with Diversity Maximization
A Saboori, H Ghassemian
2018 9th International Symposium on Telecommunications (IST), 397-402
|
| 2018 |
Phonocardiography Signal Classification by Applying Feature Space Transformations
M Imani, H Ghassemian
2018 9th International Symposium on Telecommunications (IST), 118-122
|
| 2018 |
Electrical load forecasting using customers clustering and smart meters
in Internet of Things
M Imani, H Ghassemian
2018 9th International Symposium on Telecommunications (IST), 113-117
|
| 2018 |
Multi spectral image fusion with deep convolutional network
S Eghbalian, H Ghassemian
2018 9th International Symposium on Telecommunications (IST), 173-177
|
| 2018 |
Building detection in very high resolution SAR images via sparse representation
over learned dictionaries
S Adelipour, H Ghassemian
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote ?
|
| 2018 |
Hyperspectral anomaly detection using combined similarity criteria
M Vafadar, H Ghassemian
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote ?
|
| 2018 |
Deep belief networks for feature fusion in hyperspectral image classification
M Ghassemi, H Ghassemian, M Imani
2018 IEEE International Conference on Aerospace Electronics and
Remote ?
|
| 2018 |
Multi spectral image fusion by deep convolutional neural network and
new spectral loss function
S Eghbalian, H Ghassemian
International Journal of Remote Sensing 39 (12), 3983-4002
|
| 2018 |
A new variational model in texture space for pansharpening
M Lotfi, H Ghassemian
IEEE Geoscience and Remote Sensing Letters 15 (8), 1269-1273
|
| 2018 |
The fusion of morphological and contextual information for building
detection from very high-resolution SAR images
S Adelipour, H Ghassemian
Electrical Engineering (ICEE), Iranian Conference on, 389-393
|
| 2018 |
Incorporating an adaptive image prior model into Bayesian fusion of
multispectral and panchromatic images
G Khademi, H Ghassemian
IEEE Geoscience and Remote Sensing Letters 15 (6), 917-921
|
| 2018 |
A pansharpening method based on modified cartoon plus texture decomposition
M Lotfi, H Ghassemian
Remote Sensing Letters 9 (3), 209-217
|
| 2018 |
A Hybrid Multi-scale Spatial Filtering and Minimum Spanning Forest for
Spectral?Spatial Hyperspectral Image Classification
F Poorahangaryan, H Ghassemian
Journal of the Indian Society of Remote Sensing 46 (3), 345-353
|
| 2018 |
Anomaly detection of hyperspectral imagery using modified collaborative
representation
M Vafadar, H Ghassemian
IEEE Geoscience and Remote Sensing Letters 15 (4), 577-581
|
| 2018 |
Discriminant analysis in morphological feature space for high-dimensional
image spatial?spectral classification
M Imani, H Ghassemian
Journal of Applied Remote Sensing 12 (1), 016024
|
| 2018 |
Application of fractional-order differentiation in multispectral image
fusion
A Azarang, H Ghassemian
Remote sensing letters 9 (1), 91-100
|
| 2018 |
Spectral-Spatial Feature Transformations With Controlling Contextual
Information Through Smoothing Filtering and Morphological Analysis
M Imani, H Ghassemian
International Journal of Information & Communication Technology
Research 10 ?
|
| 2018 |
Classification of Hyperspectral Images Using Differential Morphological
Profiles
M Dowlatshah, H Ghassemian, M Imani
|
| 2018 |
Classification of heart sound signal using curve fitting and fractal
dimension
M Hamidi, H Ghassemian, M Imani
Biomedical Signal Processing and Control 39, 351-359
|
| 2017 |
Feature reduction in spectral unmixing using neural networks
FK Rayeni, H Ghassemian
2017 3rd Iranian Conference on Intelligent Systems and Signal Processing
?
|
| 2017 |
Spectral Unmixing Using Improved HYCA Algorithm
F Khajeh Rayeni, H Ghassemian
Signal and Data Processing 14 (3), 37-50
|
| 2017 |
A multiscale modified minimum spanning forest method for spatial-spectral
hyperspectral images classification
F Poorahangaryan, H Ghassemian
EURASIP Journal on Image and Video Processing 2017 (1), 1-12
|
| 2017 |
Bayesian fusion of multispectral and panchromatic images
G Khademi, H Ghassemian
2017 10th Iranian conference on machine vision and image processing
(MVIP ?
|
| 2017 |
A new feature extraction based on local energy for hyperspectral image
RN Marandi, H Ghassemian
2017 Artificial Intelligence and Signal Processing Conference (AISP),
59-64
|
| 2017 |
Combination of wavelet and contourlet transforms for PET and MRI image
fusion
F Shabanzade, H Ghassemian
2017 artificial intelligence and signal processing conference (AISP),
178-183
|
| 2017 |
An improved cartoon+ texture decomposition based pansharpening method
M Lotfi, H Ghassemian
2017 Artificial Intelligence and Signal Processing Conference (AISP),
118-123
|
| 2017 |
Panchromatic and multispectral images fusion using sparse representation
M Ghamchili, H Ghassemian
2017 Artificial Intelligence and Signal Processing Conference (AISP),
80-84
|
| 2017 |
Edge-preserving-based collaborative representation for spectral-spatial
classification
M Imani, H Ghassemian
International Journal of Remote Sensing 38 (20), 5524-5545
|
| 2017 |
A self-learning approach for pan-sharpening of multispectral images
M Khateri, H Ghassemian
2017 IEEE International Conference on Signal and Image Processing
?
|
| 2017 |
Remote sensing images classification using moment features and attribute
profiles
NG Roochi, H Ghassemian, F Mirzapour
2017 IEEE International Conference on Signal and Image Processing
?
|
| 2017 |
Modified Nonparametric Discriminant Analysis for Classification of Hyperspectral
Images with Limited Training Samples
A Kianisarkaleh, MH Ghassemian
Signal and Data Processing 14 (2), 43-58
|
| 2017 |
An adaptive framework for spectral-spatial classification based on a
combination of pixel-based and object-based scenarios
A Zehtabian, H Ghassemian
Earth Science Informatics 10 (3), 357-368
|
| 2017 |
A probabilistic SVM approach for hyperspectral image classification
using spectral and texture features
R Seifi Majdar, H Ghassemian
International Journal of Remote Sensing 38 (15), 4265-4284
|
| 2017 |
Attribute profile based feature space discriminant analysis for spectral-spatial
classification of hyperspectral images
M Imani, H Ghassemian
Computers & Electrical Engineering 62, 555-569
|
| 2017 |
Pansharpening optimisation using multiresolution analysis and sparse
representation
M Imani, H Ghassemian
International Journal of Image and Data Fusion 8 (3), 270-292
|
| 2017 |
Weighted joint collaborative representation based on median-mean line
and angular separation
M Imani, H Ghassemian
IEEE Transactions on Geoscience and remote Sensing 55 (10), 5612-5624
|
| 2017 |
Feature reduction of hyperspectral data for increasing of class separability
and preserving of data structure
M Imani, H Ghassemian
Signal and Data Processing 14 (1), 71-82
|
| 2017 |
Hyperspectral anomaly detection using attribute profiles
A Taghipour, H Ghassemian
IEEE Geoscience and Remote Sensing Letters 14 (7), 1136-1140
|
| 2017 |
Hybrid preprocessing algorithm for endmember extraction using clustering,
over-segmentation, and local entropy criterion
F Kowkabi, H Ghassemian, A Keshavarz
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote ?
|
| 2017 |
Spectral-spatial classification of hyperspectral images using functional
data analysis
R Seifi Majdar, H Ghassemian
Remote Sensing Letters 8 (5), 488-497
|
| 2017 |
An adaptive multispectral image fusion using particle swarm optimization
A Azarang, H Ghassemian
2017 Iranian Conference on Electrical Engineering (ICEE), 1708-1712
|
| 2017 |
Contour stencil based criteria for pansharpening
M Lotfi, H Ghassemian
2017 Iranian Conference on Electrical Engineering (ICEE), 2032-2036
|
| 2017 |
Hyperspectral anomaly detection using Modified Principal component analysis
reconstruction error
M Vafadar, H Ghassemian
2017 Iranian Conference on Electrical Engineering (ICEE), 1741-1746
|
| 2017 |
Texture classification using Shearlet transform and GLCM
K Meshkini, H Ghassemian
2017 Iranian Conference on Electrical Engineering (ICEE), 1845-1850
|
| 2017 |
A new feature fusion method for hyperspectral image classification
RN Marandi, H Ghassemian
2017 Iranian Conference on Electrical Engineering (ICEE), 1723-1728
|
| 2017 |
Fusion of remote sensing images based on dictionary learning
M Ghamchili, H Ghassemian
2017 Iranian Conference on Electrical Engineering (ICEE), 1895-1900
|
| 2017 |
Incorporation of spatial and spectral contents in mixed-pixel decomposition
of hyperspectral images
F Kowkabi, H Ghassemian, A Keshavarz
2017 Iranian Conference on Electrical Engineering (ICEE), 1851-1856
|
| 2017 |
A new pan-sharpening method based on cartoon-texture decomposition and
compressed sensing
S Najafzadeh, H Ghassemian
2017 Iranian Conference on Electrical Engineering (ICEE), 1779-1784
|
| 2017 |
Hyperspectral anomaly detection using outlier removal from collaborative
representation
M Vafadar, H Ghassemian
2017 3rd International Conference on Pattern Recognition and Image
Analysis ?
|
| 2017 |
A multi-objective component-substitution-based pansharpening
G Khademi, H Ghassemian
2017 3rd International Conference on Pattern Recognition and Image
Analysis ?
|
| 2017 |
A new pansharpening method using multi resolution analysis framework
and deep neural networks
A Azarang, H Ghassemian
2017 3rd International Conference on Pattern Recognition and Image
Analysis ?
|
| 2017 |
Feature extraction of hyperspectral images using boundary semi-labeled
samples and hybrid criterion
M Imani, H Ghassemian
journal of AI and Data Mining 5 (1), 39-53
|
| 2017 |
Edge patch image‐based morphological profiles for classification of
Multispectral and hyperspectral data
M Imani, H Ghassemian
IET Image Processing 11 (3), 164-172
|
| 2017 |
Local histogram and discriminative learning-based hyperspectral data
classification
M Imani, H Ghassemian
Remote sensing letters 8 (1), 86-95
|
| 2016 |
Marginal discriminant analysis using support vectors for dimensionality
reduction of hyperspectral data
A Kianisarkaleh, H Ghassemian
Remote Sensing Letters 7 (12), 1160-1169
|
| 2016 |
Spatial-spectral locality preserving projection for hyperspectral image
classification with limited training samples
A Kianisarkaleh, H Ghassemian
International journal of remote sensing 37 (21), 5045-5059
|
| 2016 |
A review of remote sensing image fusion methods
H Ghassemian
Information Fusion 32, 75-89
|
| 2016 |
A novel spatial spectral Preprocessor for improvement of hyperspectral
unmixing
F Kowkabi, H Ghassemian, A Keshavarz
Computational Intelligence in Electrical Engineering 7 (3), 97-114
|
| 2016 |
A new pansharpening method based on cartoon+ texture decomposition
M Lotfi, H Ghassemian
2016 8th International Symposium on Telecommunications (IST), 468-471
|
| 2016 |
Multimodal image fusion via sparse representation and clustering-based
dictionary learning algorithm in nonsubsampled contourlet domain
F Shabanzade, H Ghassemian
2016 8th International Symposium on Telecommunications (IST), 472-477
|
| 2016 |
Hyperspectral images classification by spectral-spatial processing
M Imani, H Ghassemian
2016 8th International Symposium on Telecommunications (IST), 456-461
|
| 2016 |
Assessment of grayscale image in terms of texture quality using reference
image
HR Aghamiri, H Ghassemian
2016 Eighth International Conference on Information and Knowledge
Technology ?
|
| 2016 |
Minimum spanning forest based approach for spatial-spectral hyperspectral
images classification
F Poorahangaryan, H Ghassemian
2016 Eighth International Conference on Information and Knowledge
Technology ?
|
| 2016 |
Nonparametric feature extraction for classification of hyperspectral
images with limited training samples
A Kianisarkaleh, H Ghassemian
ISPRS Journal of Photogrammetry and Remote Sensing 119, 64-78
|
| 2016 |
Nonlinear IHS: A promising method for pan-sharpening
M Ghahremani, H Ghassemian
IEEE Geoscience and Remote Sensing Letters 13 (11), 1606-1610
|
| 2016 |
Spectral-spatial classification of high dimensional images using morphological
filters and regression model
M Imani, H Ghassemian
2016 6th International Conference on Intelligent and Advanced Systems
(ICIAS ?
|
| 2016 |
Weighted Feature Line Embedding for Feature Extraction of Hyperspectral
Images
M Imani, H Ghassemian
Journal of Iranian Association of Electrical and Electronics Engineers
13 (2 ?
|
| 2016 |
Hyperspectral endmember extraction and unmixing by a novel spatial-spectral
preprocessing module
F Kowkabi, H Ghassemian, A Keshavarz
2016 IEEE International Geoscience and Remote Sensing Symposium
(IGARSS ?
|
| 2016 |
Combining Genetic Algorithm with PDEs for Improving the Performance
of Statistical Region Merging Based Object Extraction
A Zehtabian, H Ghassemian
Journal of the Indian Society of Remote Sensing 44 (3), 395-407
|
| 2016 |
Anomaly detection of hyperspectral imagery using differential morphological
profile
A Taghipour, H Ghassemian, F Mirzapour
2016 24th Iranian Conference on Electrical Engineering (ICEE), 1219-1223
|
| 2016 |
A compressed-sensing-based approach for remote sensing image fusion
M Khateri, H Ghassemian
2016 24th Iranian Conference on Electrical Engineering (ICEE), 1809-1814
|
| 2016 |
Remote sensing panchromatic images classification using moment features
and decision fusion
MK Seresht, H Ghassemian
2016 24th Iranian Conference on Electrical Engineering (ICEE), 1683-1688
|
| 2016 |
Curve fitting, filter bank and wavelet feature fusion for classification
of PCG signals
M Imani, H Ghassemian
2016 24th Iranian Conference on Electrical Engineering (ICEE), 203-208
|
| 2016 |
GLCM, Gabor, and morphology profiles fusion for hyperspectral image
classification
M Imani, H Ghassemian
2016 24th Iranian Conference on Electrical Engineering (ICEE), 460-465
|
| 2016 |
Binary coding based feature extraction in remote sensing high dimensional
data
M Imani, H Ghassemian
Information Sciences 342, 191-208
|
| 2016 |
A fast spatial?spectral preprocessing module for hyperspectral endmember
extraction
F Kowkabi, H Ghassemian, A Keshavarz
IEEE Geoscience and Remote Sensing Letters 13 (6), 782-786
|
| 2016 |
Enhancing hyperspectral endmember extraction using clustering and oversegmentation-based
preprocessing
F Kowkabi, H Ghassemian, A Keshavarz
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote ?
|
| 2016 |
Automatic object-based hyperspectral image classification using complex
diffusions and a new distance metric
A Zehtabian, H Ghassemian
IEEE Transactions on Geoscience and remote Sensing 54 (7), 4106-4114
|
| 2016 |
Moment-based feature extraction from high spatial resolution hyperspectral
images
F Mirzapour, H Ghassemian
International Journal of Remote Sensing 37 (6), 1349-1361
|
| 2016 |
Classification of Hyperspectral Images Using Cluster Space Linear Discriminant
Analysis and Small Training Set
M Imani, H Ghassemian
Nashriyyah-i Muhandisi-i Barq va Muhandisi-i Kampyutar-i Iran 46
(1), 73
|
| 2016 |
Multiscale Gaussian derivative functions for hyperspectral image feature
extraction
F Mirzapour, H Ghassemian
IEEE Geoscience and Remote Sensing Letters 13 (4), 525-529
|
| 2016 |
Rational function approximation for feature reduction in hyperspectral
data
SA Hosseini, H Ghassemian
Remote Sensing Letters 7 (2), 101-110
|
| 2016 |
Integrating Hierarchical Segmentation Maps With MRF Prior for Classification
of Hyperspectral Images in a Bayesian Framework
M Golipour, H Ghassemian, F Mirzapour
IEEE Transactions on Geoscience and Remote Sensing 54 (2), 1-12
|
| 2016 |
Analysis of the Classifications Accuracy Improvement by Fusion of ALI
Panchromatic Image and Hyperion Hyperspectral Imagery
A Malek Nejad Yazdi, H Ghassemian, V Esavi
Iranian Journal of Remote Sensing & GIS 7 (3), 65-82
|
| 2016 |
On analytical study of self-affine maps
M Saadatmand-Tarzjan, H Ghassemian
Journal of Iranian Association of Electrical and Electronics Engineers
12 (3 ?
|
| 2016 |
Hyperspectral data feature extraction using rational function curve
fitting
SA Hosseini, H Ghassemian
International Journal of Pattern Recognition and Artificial Intelligence
30 ?
|
| 2016 |
Combining the spectral PCA and spatial PCA fusion methods by an optimal
filter
HR Shahdoosti, H Ghassemian
Information Fusion 27, 150-160
|
| 2015 |
Automated mitosis detection based on combination of effective textural
and morphological features from breast cancer histology slide images
F Pourakpour, H Ghassemian
2015 22nd Iranian Conference on Biomedical Engineering (ICBME),
269-274
|
| 2015 |
A compressed-sensing-based pan-sharpening method for spectral distortion
reduction
M Ghahremani, H Ghassemian
IEEE Transactions on Geoscience and remote Sensing 54 (4), 2194-2206
|
| 2015 |
An efficient single image super resolution algorithm based on wavelet
transforms
S Akbarzadeh, H Ghassemian, F Vaezi
2015 9th Iranian Conference on Machine Vision and Image Processing
(MVIP ?
|
| 2015 |
Spectral-spatial hyperspectral classification with spatial filtering
and minimum spanning forest
F Poorahangaryan, H Ghassemian
2015 9th Iranian Conference on Machine Vision and Image Processing
(MVIP), 49-52
|
| 2015 |
A manifold learning based feature extraction method with improved discriminative
ability
M Imani, H Ghassemian
2015 9th Iranian Conference on Machine Vision and Image Processing
(MVIP), 29-32
|
| 2015 |
On Analytical Study of Self-Affine Maps
M Saadatmand, H Ghassemian
مهندسی برق و الکترونیک ایران 12
|
| 2015 |
A novel approach to hyperspectral data feature extraction using rational
function curve fitting
SA Hosseini, H Ghassemian
2015 IEEE International Conference on Signal and Image Processing
?
|
| 2015 |
The geometrical and principal structures preservation in feature extraction
of high dimensional images
M Imani, H Ghassemian
2015 IEEE International Conference on Signal and Image Processing
?
|
| 2015 |
Overlap-based feature weighting: The feature extraction of Hyperspectral
remote sensing imagery
M Imani, H Ghassemian
Journal of AI and Data Mining 3 (2), 181-190
|
| 2015 |
Two Dimensional Linear Discriminant Analysis for Hyperspectral Data
M Imani, H Ghassemian
Photogrammetric Engineering & Remote Sensing 81 (10), 777-786
|
| 2015 |
Feature extraction using median?mean and feature line embedding
M Imani, H Ghassemian
International Journal of Remote Sensing 36 (17), 4297-4314
|
| 2015 |
Remote-sensing image fusion based on curvelets and ICA
M Ghahremani, H Ghassemian
International Journal of Remote Sensing 36 (16), 4131-4143
|
| 2015 |
GLCM Texture Features Efficiency Assessment of Pansharpened Hyperspectral
Image Classification for Residential and Industrial Regions in Southern
Tehran
AM Nejad, H Ghassemian, F Mirzapour
Journal of Geomatics Science and Technology 5 (1), 55-64
|
| 2015 |
High-dimensional image data feature extraction by double discriminant
embedding
M Imani, H Ghassemian
Pattern Analysis & Applications
|
| 2015 |
A fully adaptive object extraction technique used for spectral-spatial
classification of remotely sensed data
A Zehtabian, H Ghassemian
2015 IEEE International Geoscience and Remote Sensing Symposium
(IGARSS ?
|
| 2015 |
Endmember extraction using a novel cluster-based spatial border removal
preprocessor
F Kowkabi, H Ghassemian, A Keshavarz
2015 IEEE International Geoscience and Remote Sensing Symposium
(IGARSS ?
|
| 2015 |
Sparsity constrained graph regularized NMF for spectral unmixing of
hyperspectral data
R Rajabi, H Ghassemian
Journal of the Indian Society of Remote Sensing 43 (2), 269-278
|
| 2015 |
Cluster-based Spatial Border Removal Preprocessor for improvement of
Endmember Extraction in real remotely sensed hyperspectral image
F Kowkabi, H Ghassemian, A Keshavarz
2015 23rd Iranian Conference on Electrical Engineering, 251-256
|
| 2015 |
Local structure preservation based discriminant projection method for
feature reduction
M Imani, H Ghassemian
2015 23rd Iranian Conference on Electrical Engineering, 162-167
|
| 2015 |
Hyperspectral image classification using profiles based on partial differential
equations
F Mirzapour, H Ghassemian
2015 23rd Iranian Conference on Electrical Engineering, 288-292
|
| 2015 |
Feature space discriminant analysis for hyperspectral data feature reduction
M Imani, H Ghassemian
ISPRS Journal of Photogrammetry and Remote Sensing 102, 1-13
|
| 2015 |
An Adaptive Pixon Extraction Technique for Multispectral/Hyperspectral
Image Classification
A Zehtabian, H Ghassemian
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 12 (4), 831-835
|
| 2015 |
Ridge regression-based feature extraction for hyperspectral data
M Imani, H Ghassemian
International Journal of Remote Sensing 36 (6), 1728-1742
|
| 2015 |
Kernel multivariate spectral?spatial analysis of hyperspectral data
M Borhani, H Ghassemian
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote ?
|
| 2015 |
Feature extraction using weighted training samples
M Imani, H Ghassemian
IEEE Geoscience and Remote Sensing Letters 12 (7), 1387-1391
|
| 2015 |
Spatial and Spectral Preprocessor for Spectral Mixture Analysis of synthetic
remotely sensed hyperspectral image
F Kowkabi, H Ghassemian, A Keshavarz
2015 The International Symposium on Artificial Intelligence and
Signal ?
|
| 2015 |
Fusion of MS and PAN Images Preserving Spectral Quality
HR Shahdoosti, H Ghassemian
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 12 (3), 611-615
|
| 2015 |
Remote Sensing Image Fusion Using Ripplet Transform and Compressed Sensing
M Ghahremani, H Ghassemian
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 12 (3), 502-507
|
| 2015 |
Improving hyperspectral image classification by combining spectral,
texture, and shape features
F Mirzapour, H Ghassemian
International Journal of Remote Sensing 36 (4), 1070-1096
|
| 2015 |
Remotely sensed image restoration using partial differential equations
and watershed transformation
A Nazari, A Zehtabian, M Gribaudo, H Ghassemian
Seventh International Conference on Machine Vision (ICMV 2014) 9445,
403-407
|
| 2015 |
Feature reduction of hyperspectral data with discovering of geometrical
and discriminant structures on filtered image
M Imani, H Ghassemian
1th National Conference on Information and Communication Technology
1 (1), 1-11
|
| 2015 |
Two dimensional linear discriminant analyses for hyperspectral data
M Imani, HH Ghassemian
Photogrammetric Engineering and Remote Sensing 81 (10), 777-786
|
| 2015 |
Improved PCA method using clustering for feature extraction of hyperspectral
remote sensing images
M Imani, H Ghassemian
|
| 2015 |
Fast GLCM and Gabor filters for texture classification of very high
resolution remote sensing images
F Mirzapour, H Ghassemian
International Journal of Information and Communication Technology
Research 7 ?
|
| 2015 |
Unlabeled Selected Samples in Feature Extraction for Classification
of Hyperspectral Images with Limited Training Samples
A Kianisarkaleh, H Ghassemian, F Razzazi
The International Archives of Photogrammetry, Remote Sensing and
Spatial ?
|
| 2015 |
Pattern recognition of near-infrared spectroscopy for non-destructive
discrimination of oranges based on taste index
B Jamshidi, S Minaei, E Mohajerani, H Ghassemian
JOURNAL OF AGRICULTURAL MACHINERY 5 (1), 101-110
|
| 2015 |
APPLICATION OF CURVE FITTING IN HYPER SPECTRAL DATA CLASSIFICATION AND
COMPRESSION
SA HOSSEINI, H Ghassemian
JOURNAL OF INFORMATION SYSTEMS AND TELECOMMUNICATION (JIST) 3 (311),
142-149
|
| 2015 |
Early detection of pediatric heart disease by automated spectral analysis
of phonocardiogram
H Ghassemian, KA RASOULI
JOURNAL OF INFORMATION SYSTEMS AND TELECOMMUNICATION (JIST) 3 (2),
66-74
|
| 2015 |
Adaptive restoration of multispectral datasets used for SVM classification
A Zehtabian, A Nazari, H Ghassemian, M Gribaudo
European Journal of Remote Sensing 48 (1), 183-200
|
| 2015 |
Spectral and Spatial Unmixing of Hyperspectral Images Using Semi-nonnegative
Matrix Factorization and Principal Component Analysis
H ALIZADEH, H GHASSEMIAN
Signal and Data Processing
|
| 2015 |
Feature reduction of hyperspectral images: discriminant analysis and
the first principal component
M Imani, H Ghassemian
Journal of AI and Data Mining 3 (1), 1-9
|
| 2015 |
Spectral Unmixing of Hyperspectral Imagery Using Multilayer NMF
R Rajabi, H Ghassemian
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 12 (1), 38-42
|
| 2014 |
A model to identify high crash road segments with the dynamic segmentation
method
AM Boroujerdian, M Saffarzadeh, H Yousefi, H Ghassemian
Accident Analysis & Prevention 73, 274-287
|
| 2014 |
Hyperspectral image classification via within class similarity for limited
training samples problem
RS Majdar, H Ghassemian
2014 4th International Conference on Computer and Knowledge Engineering
?
|
| 2014 |
Using spatial and spectral information for improving endmember extraction
algorithms in hyperspectral remotely sensed images
F Kowkabi, H Ghassemian, A Keshavarz
2014 4th International Conference on Computer and Knowledge Engineering
?
|
| 2014 |
Spectral?Spatial Classification of Hyperspectral Data Using Local and
Global Probabilities for Mixed Pixel Characterization
M Khodadadzadeh, J Li, A Plaza, H Ghassemian, JM Bioucas-Dias, X
Li
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 52 (10), 6298-6314
|
| 2014 |
Fast feature selection methods for classification of hyperspectral images
M Imani, H Ghassemian
7th International Symposium on Telecommunications (IST2014), 78-83
|
| 2014 |
A Pixon-based hyperspectral image segmentation method used for remote
sensing data classification
A Zehtabian, H Ghassemian
7th International Symposium on Telecommunications (IST2014), 436-440
|
| 2014 |
Boundary based discriminant analysis for feature extraction in classification
of hyperspectral images
M Imani, H Ghassemian
7th International Symposium on Telecommunications (IST2014), 424-429
|
| 2014 |
A new approach to hyperspectral data compression using rational function
approximation for spectral response curve fitting
SA Hosseini, H Ghassemian
7th International Symposium on Telecommunications (IST2014), 844-848
|
| 2014 |
Object-based multispectral image segmentation and classification
F Mirzapour, H Ghassemian
7th International Symposium on Telecommunications (IST2014), 430-435
|
| 2014 |
Prediction of soluble solids in oranges using visible/near-infrared
spectroscopy: effect of peel
B Jamshidi, S Minaei, E Mohajerani, H Ghassemian
International Journal of Food Properties 17 (7), 1460-1468
|
| 2014 |
Band Clustering-Based Feature Extraction for Classification of Hyperspectral
Images Using Limited Training Samples
M Imani, H Ghassemian
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 11 (8), 1325-1330
|
| 2014 |
Multilayer structured NMF for spectral unmixing of hyperspectral images
R Rajabi, H Ghassemian
2014 6th Workshop on Hyperspectral Image and Signal Processing:
Evolution in ?
|
| 2014 |
Assessment of Performance Improvement in Hyperspectral Image Classification
Based on Adaptive Expansion of Training Samples
M Imani
Journal of Information Systems and Telecommunication (JIST) 2 (6),
1
|
| 2014 |
Hyperspectral image classification based on spatial graph kernel
M Borhani, H Ghassemian
2014 22nd Iranian Conference on Electrical Engineering (ICEE), 1811-1816
|
| 2014 |
An unsupervised feature extractionl method for classification of hyperspectral
images
M Imani, H Ghassemian
2014 22nd Iranian Conference on Electrical Engineering (ICEE), 1389-1394
|
| 2014 |
A New Magnification Method for RGB Color Images Based on Subpixels Decomposition
M Zeinali, H Ghassemian, MN Moghaddasi
IEEE SIGNAL PROCESSING LETTERS 21 (5), 577-580
|
| 2014 |
Predicting termination of paroxysmal atrial fibrillation using empirical
mode decomposition of the atrial activity and statistical features of
the heart rate variability
M Mohebbi, H Ghassemian
Medical & biological engineering & computing 52 (5), 415-427
|
| 2014 |
Feature extraction using attraction points for classification of hyperspectral
images in a small sample size situation
M Imani, H Ghassemian
IEEE Geoscience and Remote Sensing Letters 11 (11), 1986-1990
|
| 2014 |
Unsupervised Skin cancer detection by combination of texture and shape
features in dermoscopy images
H Aghapanah Rudsari, H Ghassemian
Computational Intelligence in Electrical Engineering 5 (1), 1-12
|
| 2014 |
Application of Merging Pixels in Restoring Mixed Pixels Data
H Ghassemian, M Zeinali
Journal of Geomatics Science and Technology 3 (3), 55-64
|
| 2014 |
Hyperspectral image classification based on spectral-spatial features
using probabilistic SVM and locally weighted Markov random fields
M Borhani, H Ghassemian
2014 Iranian Conference on Intelligent Systems (ICIS), 1-6
|
| 2014 |
Hyperspectral spatial-spectral feature classification based on adequate
adaptive segmentation
M Borhani, H Ghassemian
2014 Iranian Conference on Intelligent Systems (ICIS), 1-6
|
| 2014 |
Hyperspectral image classification based on non-uniform spatial-spectral
kernels
M Borhani, H Ghassemian
2014 Iranian Conference on Intelligent Systems (ICIS), 1-5
|
| 2014 |
Principal component discriminant analysis for feature extraction and
classification of hyperspectral images
M Imani, H Ghassemian
2014 Iranian Conference on Intelligent Systems (ICIS), 1-5
|
| 2014 |
Feature extraction using partitioning of feature space for hyperspectral
images classification
M Imani, H Ghassemian
2014 Iranian Conference on Intelligent Systems (ICIS), 1-5
|
| 2014 |
SVM Based Semi Supervised Feature Extraction for Classification of Hyperspectral
Images in Aerospace applications
M Imani, H Ghassemian
|
| 2014 |
Assessment of Performance Improvement in Hyperspectral Image Classification
Based on Adaptive Expansion of Training Samples
H Ghasemian, M Imani
JOURNAL OF INFORMATION SYSTEMS AND TELECOMMUNICATION (JIST),[online]
2 (2), 6
|
| 2014 |
Kernel grouped multivariate discriminant analysis for hyperspectral
image classification
M Borhani, H Ghassemian
Artificial Intelligence and Signal Processing: International Symposium,
AISP ?
|
| 2014 |
Novel spatial approaches for classification of hyperspectral remotely
sensed landscapes
M Borhani, H Ghassemian
Artificial Intelligence and Signal Processing: International Symposium,
AISP ?
|
| 2013 |
Fusion of hyperspectral and panchromatic images using spectral uumixing
results
R Rajabi, H Ghassemian
|
| 2013 |
Applied machine vision and artificial neural network for modeling and
controlling of the grape drying process
NB Khazaei, T Tavakoli, H Ghassemian, MH Khoshtaghaza, A Banakar
Computers and electronics in agriculture 98, 205-213
|
| 2013 |
Multispectral and Panchromatic image fusion using Spatial PCA
H Ghassemian
Signal and Data Processing 10 (1), 78-69
|
| 2013 |
Boundary based supervised classification of hyperspectral images with
limited training samples
M Imani, H Ghassemian
ISPRS-International Archives of the Photogrammetry, Remote Sensing
and ?
|
| 2013 |
The Investigation of Sensitivity of SVM Classifier Respect to The Number
of Features and The Number of Training Samples
M Imani, H Ghassemian
2nd International Conference on Sensors and Models in Photogrammetry
and ?
|
| 2013 |
Spectral-spatial classification for hyperspectral data using SVM and
subspace MLR
M Khodadadzadeh, J Li, A Plaza, H Ghassemian, JM Bioucas-Dias
2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS,
2180 ?
|
| 2013 |
Hyperspectral data unmixing using GNMF method and sparseness constraint
R Rajabi, H Ghassemian
2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS,
1450 ?
|
| 2013 |
Automated spectral analysis for pediatric cardiac auscultation
AR Kenari, MH Ghassemian
2013 21st Iranian Conference on Electrical Engineering (ICEE), 1-5
|
| 2013 |
Adaptive expansion of training samples for improving hyperspectral image
classification performance
M Imani, H Ghassemian
2013 21st Iranian Conference on Electrical Engineering (ICEE), 1-6
|
| 2013 |
Remote sensing image fusion using improved ATW-PCA transform
M Ghahremani, H Ghassemian
2013 21st Iranian Conference on Electrical Engineering (ICEE), 1-6
|
| 2013 |
A noise-robust SVD-ML based classification method for multi-spectral
remote sensing images
A Zehtabian, H Ghassemian
2013 21st Iranian Conference on Electrical Engineering (ICEE), 1-6
|
| 2013 |
A new hyperspectral image classification approach using fractal dimension
of spectral response curve
SA Hosseini, H Ghassemian
2013 21st Iranian Conference on Electrical Engineering (ICEE), 1-6
|
| 2013 |
Using GLCM and Gabor filters for classification of PAN images
F Mirzapour, H Ghassemian
2013 21st Iranian Conference on Electrical Engineering (ICEE), 1-6
|
| 2013 |
A Novel Principal Component Approach for Feature Extraction in Remotely
Sensed Images
A Kianisarkaleh, H Ghassemian
The 21nd Iranian Conference on Electrical Engineering (ICEE 2014)
1 (10), 1-6
|
| 2013 |
SPECTRAL-SPATIAL GRAPH KERNEL MACHINES IN THE CONTEXT OF HYPER SPECTRAL
REMOTE SENSING IMAGE CLASSIFICATION
M BORHANI, H GHASEMIAN
THE CSI JOURNAL ON COMPUTER SCIENCE AND ENGINEERING 11 (24), 31-42
|
| 2013 |
SPATIAL-SPECTRAL HYPER SPECTRAL CLASSIFICATION BASED ON STATISTICAL
DEPENDENCE BETWEEN ADJACENT PIXELS
M BORHANI, H GHASSEMIAN
THE CSI JOURNAL ON COMPUTER SCIENCE AND ENGINEERING 11 (24), 43-54
|
| 2013 |
Spectral and Spatial Discriminant Analysis for Fused Feature Extraction
in Hyperspectral Images
M Imani, H Ghassemian
MODARES JOURNAL OF ELECTRICAL ENGINEERING 13 (2), 1-10
|
| 2013 |
MULTISPECTRAL AND PANCHROMATIC IMAGE FUSION USING SPATIAL PCA
HR SHAHDOOSTI, MH GHASSEMIAN
SIGNAL AND DATA PROCESSING
|
| 2013 |
MULTISPECTRAL AND PANCHROMATIC IMAGE FUSION USING SPATIAL PCA
HR SHAHDOOSTI, MH GHASSEMIAN
SIGNAL AND DATA PROCESSING
|
| 2013 |
Application of machine vision in modeling of grape drying process
KN BEHROOZI, HT Tavakoli, H Ghassemian, MH Khoshtaghaza, ...
JOURNAL OF AGRICULTURAL SCIENCE AND TECHNOLOGY (JAST) 15 (6), 1095-1106
|
| 2013 |
Deformable contour-based maneuvering flying vehicle tracking in color
video sequences
S Sabouri, A Behrad, H Ghassemian
International Scholarly Research Notices 2013
|
| 2012 |
Using vector of fractal dimensions for feature reduction and phoneme
recognition and classification
SA Hosseini, H Ghassemian, R Alizadeh
2012 20th Telecommunications Forum (TELFOR), 748-751
|
| 2012 |
Linear feature extraction for hyperspectral images based on information
theoretic learning
M Kamandar, H Ghassemian
IEEE Geoscience and Remote Sensing Letters 10 (4), 702-706
|
| 2012 |
Remote sensing image fusion using combining IHS and Curvelet transform
SA Valizadeh, H Ghassemian
6th International Symposium on Telecommunications (IST), 1184-1189
|
| 2012 |
Unmixing of hyperspectral data using robust statistics-based NMF
R Rajabi, H Ghassemian
6th International Symposium on Telecommunications (IST), 1157-1160
|
| 2012 |
Beamforming in Short Time Fractional Fourier Domain (FRFD)
M Rahmani, H Ghassemian
Research Journal of Applied Sciences, Engineering and Technology
4 (18 ?
|
| 2012 |
Reflectance Vis/NIR spectroscopy for nondestructive taste characterization
of Valencia oranges
B Jamshidi, S Minaei, E Mohajerani, H Ghassemian
Computers and Electronics in Agriculture 85, 64-69
|
| 2012 |
A COMPARISON AMONG SOME EDGE DETECTION METHODS AND REGION GROWING ALGORITHM
FOR IMAGE SEGMENTATION
ALI BAKHSHI, MH GHASSEMIAN, A AHMADIFARD
International Journal of Computer Theory and Engineering 4 (3),
318-321
|
| 2012 |
The Effect of The Spectral Band Selection Method on Hyperspectral Images
segmentation Accuracy
A Bakhshi, MH Ghassemian, A AhmadiFard
International Journal of Computer Theory and Engineering 4 (3),
318
|
| 2012 |
Linear feature extraction for hyperspectral images using information
theoretic learning
M Kamnadar, H Ghassemian
20th Iranian Conference on Electrical Engineering (ICEE2012), 1083-1087
|
| 2012 |
Using co-occurrence features extracted from ripplet I transform in texture
classification
T Muhammady, H Ghassemian, F Razzazi
20th Iranian Conference on Electrical Engineering (ICEE2012), 1292-1297
|
| 2012 |
Hyperspectral data unmixing using constrained semi-NMF and PCA transform
H Alizadeh, H Ghassemian
20th Iranian Conference on Electrical Engineering (ICEE2012), 1523-1527
|
| 2012 |
Classification of hyperspectral and multispectral images by using fractal
dimension of spectral response curve
A Hosseini, H Ghassemian
20th Iranian Conference on Electrical Engineering (ICEE2012), 1452-1457
|
| 2012 |
Spatial PCA as a new method for image fusion
HR Shahdoosti, H Ghassemian
The 16th CSI International Symposium on Artificial Intelligence
and Signal ?
|
| 2012 |
Combination Shape and Texture Features in Diagnosis Skin Cancer
H Aghapanah, H Ghassemian
|
| 2012 |
The Wavelet Fusion Multi-Spectral and Panchromatic Images by Expansion
Image
M Choubin, H Ghassemian, H Aghapanah
Amirkabir University of Technology
|
| 2012 |
3D face recognition method using 2DPCA-Euclidean distance classification
Y Taghizadegan, H Ghassemian, M Naser-Moghaddasi
ACEEE International Journal on Control System and Instrumentation
3 (1), 1-5
|
| 2012 |
Prediction of paroxysmal atrial fibrillation based on non-linear analysis
and spectrum and bispectrum features of the heart rate variability signal
M Mohebbi, H Ghassemian
Computer methods and programs in biomedicine 105 (1), 40-49
|
| 2011 |
A new fast algorithm for multiclass hyperspectral image classification
with SVM
SA Hosseini, H Ghassemian
International journal of remote sensing 32 (23), 8657-8683
|
| 2011 |
Graph regularized nonnegative matrix factorization for hyperspectral
data unmixing
R Rajabi, M Khodadadzadeh, H Ghassemian
2011 7th Iranian conference on machine vision and image processing,
1-4
|
| 2011 |
Modeling of heart systolic murmurs based on multivariate matching pursuit
for diagnosis of valvular disorders
S Jabbari, H Ghassemian
Computers in biology and medicine 41 (9), 802-811
|
| 2011 |
A Time-Frequency Approach for Discrimination of Heart Murmurs.
S Jabbari, H Ghassemian
J. Signal Inf. Process. 2 (3), 232-237
|
| 2011 |
A novel approach for spectral-spatial classification of hyperspectral
data based on SVM-MRF method
M Khodadadzadeh, R Rajabi, H Ghassemian
2011 IEEE International Geoscience and Remote Sensing Symposium,
1890-1893
|
| 2011 |
Combination of feature and pixel level image fusion with feedback retina
and IHS model
S Daneshvar, H Pourghassem, M Danishvar, H Ghassemian
IAENG International Journal of Computer Science 38 (3), 302-308
|
| 2011 |
Prediction of paroxysmal atrial fibrillation using recurrence plot-based
features of the RR-interval signal
M Mohebbi, H Ghassemian
Physiological measurement 32 (8), 1147
|
| 2011 |
Segmentation and classification of remote sensing images using confident
marker selection
M Khodadadzadeh, H Ghassemian
2011 International Symposium on Artificial Intelligence and Signal
?
|
| 2011 |
High spatial resolution and hyperspectral image fusion
H Kousha, H Ghassemian
2011 19th Iranian Conference on Electrical Engineering, 1-6
|
| 2011 |
A novel contextual classification of hyperspectral data using probabilistic
label relaxation process
M Khodadadzadeh, H Ghassemian
2011 19th Iranian Conference on Electrical Engineering, 1-5
|
| 2011 |
Spatial spectral Gaussian mixture model approach for automatic segmentation
of multispectral MR brain images
M Chegini, H Ghassemian
2011 19th Iranian Conference on Electrical Engineering, 1-6
|
| 2011 |
Maximum relevance, minimum redundancy band selection for hyperspectral
images
M Kamandar, H Ghassemian
2011 19th Iranian Conference on Electrical Engineering, 1-5
|
| 2011 |
Structures of the recurrence plot of heart rate variability signal as
a tool for predicting the onset of paroxysmal atrial fibrillation
M Mohebbi, H Ghassemian, BM Asl
Journal of medical signals and sensors 1 (2), 113
|
| 2011 |
Contextual classification of hyperspectral remote sensing images using
SVM-PLR.
M Khodadadzadeh, H Ghassemian
Australian Journal of Basic and Applied Sciences 5 (8), 374-382
|
| 2010 |
An Enhanced Active Contour Model for reduction of tracking error of
flying target with aspect change and mauvering motion
S Saboori, A Behrad, H Ghassemian
ششمين کنفرانس ماشين بينايي و پردازش تصوير ايران
|
| 2010 |
A fast traffic sign detection and classification system based on fusion
of colour and morphological information
M Khodadadzadeh, O Sarrafzade, H Ghassemian
2010 6th Iranian Conference on Machine Vision and Image Processing,
1-5
|
| 2010 |
A very high accuracy handwritten character recognition system for Farsi/Arabic
digits using convolutional neural networks
SS Ahranjany, F Razzazi, MH Ghassemian
2010 IEEE fifth international conference on bio-inspired computing:
theories ?
|
| 2010 |
Maximum relevance, minimum redundancy feature extraction for hyperspectral
images
M Kamandar, H Ghassemian
2010 18th Iranian Conference on Electrical Engineering, 254-259
|
| 2010 |
Combination of region-based and pixel-based hyperspectral image classification
using erosion technique and MRF model
M Khodadadzadeh, R Rajabi, H Ghassemian
2010 18th Iranian Conference on Electrical Engineering, 294-299
|
| 2010 |
MRI and PET image fusion by combining IHS and retina-inspired models
S Daneshvar, H Ghassemian
Information fusion 11 (2), 114-123
|
| 2010 |
IKONOS-Spatial Information and SPOT-Spectral Information Fusion
H Ghassemian, M Elyasi
The Journal of Spatial Planning 14 (1), 57-81
|
| 2010 |
Automatic human face detection and tracking using cascaded classifiers
and deformable meshes
A TEYMOURI, AR BEHRAD, H GHASEMIAN
MODARES JOURNAL OF ELECTRICAL ENGINEERING 10 (1), 126-109
|
| 2010 |
A hierarchical content-based image retrieval approach to assisting decision
support in clinical dermatology
EAM NEMAT, H Ghasemian
IRANIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING (IJECE) 9
(1), 23-33
|
| 2009 |
Impact of applying realistic mobility models on the performance analysis
of internet gateway discovery approaches for mobile ad hoc networks
H Khurshid, M Ghassemian, H Aghvami
2009 International Conference on Innovations in Information Technology
(IIT ?
|
| 2009 |
Sparse modeling of heart sounds and murmurs based on orthogonal matching
pursuit
S Jabbari, H Ghassemian
2009 14th International CSI Computer Conference, 355-360
|
| 2009 |
Microvolt T-wave alternans analysis using Lyapunov exponents
R Rajabi, H Ghassemian
2009 IEEE Symposium on Industrial Electronics & Applications 1,
156-159
|
| 2009 |
Multi-sensor remote sensing image fusion based on Retina-Inspired model
H Ghassemian
2009 IEEE Symposium on Industrial Electronics & Applications 1,
500-505
|
| 2009 |
Urban Arial Image Segmentation Using Spectral and Direction Features
A Bakhshi, AA Gharabagh, MH Ghassemian
2009 WRI Global Congress on Intelligent Systems 3, 597-601
|
| 2009 |
A New Block-Wise Algorithm for License Plate Location
M Saadatmand, V Nikzade, H Ghassemian
هفدهمین کنفرانس مهندسی برق ایران
|
| 2009 |
On Analytical Study of the Self-Affine Mapping System in the Image Processing
Domain
M Saadatmand, H Ghassemian
هفدهمین کنفرانس مهندسی برق ایران
|
| 2009 |
A New Block-Wise Algorithm for License Plate Location
M Saadatmand-Tarzjan, V Nikzade, H Ghassemian
The 17th Iranian Conference on Electrical Engineering (ICEE 2009)
1 (1), 569-573
|
| 2009 |
A transformation based method to design ultrasound array
SM Sakhaei, A Mahloojifar, H Ghassemian
Ultrasonics 49 (2), 179-184
|
| 2009 |
On analytical study of the self-affine mapping system in the image processing
domain
M Saadatmand-Tarzjan, H Ghassemian
17th Iranian Confrence Electrial Engineering (ICEE 2009)
|
| 2009 |
Acoustic imaging of heart using microphone arrays
H Kajbaf, H Ghassemian
13th International Conference on Biomedical Engineering, 738-741
|
| 2009 |
A novel active contour for medical image segmentation
M Saadatmand-Tarjzan, H Ghassemian
IEICE Electronics Express 6 (23), 1683-1689
|
| 2008 |
Content-based medical image classification using a new hierarchical
merging scheme
H Pourghassem, H Ghassemian
Computerized Medical Imaging and Graphics 32 (8), 651-661
|
| 2008 |
Automatic fingerprint classification using graph theory
M Tarjoman, S Zarei
International Journal of Computer and Information Engineering 2
(11), 3674-3678
|
| 2008 |
Robust motion from space curves and 3D reconstruction from multiviews
using perpendicular double stereo rigs
H Ebrahimnezhad, H Ghassemian
Image and Vision Computing 26 (10), 1397-1420
|
| 2008 |
Hyperspectral classification using Markov random field and ?spatial
probability density function?
A Keshavarz, H Ghassemian
2008 International Symposium on Telecommunications, 677-681
|
| 2008 |
A feedback retina model for improving medical images fusion
S Daneshvar, H Ghassemian
2008 30th Annual International Conference of the IEEE Engineering
in ?
|
| 2008 |
Detection of atrial fibrillation episodes using SVM
M Mohebbi, H Ghassemian
2008 30th annual international conference of the IEEE engineering
in ?
|
| 2008 |
An Improving in Estimate of Classifier Parameters for Hyperspectral
Images Using Semi-labeled Samples and Deletion of Outlier Samples
A Keshavarz, H Ghassemian
IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING
|
| 2008 |
A New Algorithm for Color-Defects Detection of Ceramic Tiles through
Clustering-Based Modeling and Genetic Algorithms
M Khademi, H Ghassemian
Journal of Faculty of Eng 36 (1)
|
| 2007 |
Self-affine snake: a new parametric active contour
M Saadatmand-Tarzjan, H Ghassemian
2007 IEEE International Conference on Signal Processing and Communications
?
|
| 2007 |
An SVM based confidence measure for continuous speech recognition
M Bardideh, F Razzazi, H Ghassemian
2007 IEEE International Conference on Signal Processing and Communications
?
|
| 2007 |
MRI and PET images fusion based on human retina model
S Daneshvar, H Ghassemian
Journal of Zhejiang University-SCIENCE A 8 (10), 1624-1632
|
| 2007 |
Robust motion and 3d structure from space curves
H Ebrahimnezhad, H Ghassemian
2007 9th International Symposium on Signal Processing and Its Applications,
1-4
|
| 2007 |
Fusion of MRI and PET images using retina based multi-resolution transforms
S Daneshvar, H Ghassemian
2007 9th International Symposium on Signal Processing and Its Applications,
1-4
|
| 2007 |
A Novel Hybrid Relevance Feedback Approach Based on Estimation of Query
Distribution Function and Modification of Similarity Function
H Pourghassem, H Ghassemian
12th International CSI Computer Conference 1 (1), 186-192
|
| 2006 |
Nonminutiae-Based Decision-Level Fusion for Fingerprint Verification
H Sadegh, G Hassan
EURASIP Journal on Advances in Signal Processing 2007
|
| 2006 |
Texture-gradient-based contour detection
N Chaji, H Ghassemian
EURASIP Journal on Advances in Signal Processing 2006, 1-8
|
| 2006 |
Nonminutiae-based decision-level fusion for fingerprint verification
S Helfroush, H Ghassemian
EURASIP Journal on Advances in Signal Processing 2007, 1-11
|
| 2006 |
3D shape reconstruction of moving object by tracking the sparse singular
points
H Ebrahimnezhad, H Ghassemian
2006 IEEE Workshop on Multimedia Signal Processing, 192-197
|
| 2006 |
Measurement of uncertainty by the entropy: application to the classification
of MSS data
H Dehghan, H Ghassemian
International journal of remote sensing 27 (18), 4005-4014
|
| 2006 |
Quad tree decomposition of fused image of sunspots for classifying the
trajectories
F Besharati, M Tarjoman, H Ghassemian
Proceedings of the 7th WSEAS International Conference on Automation
?
|
| 2006 |
Texture-Gradient-Based Contour Detection
C Nasser, G Hassan
EURASIP Journal on Advances in Signal Processing 2006
|
| 2006 |
A hybrid algorithm for medical image registration
S Daneshvar, H Ghassemian
2005 IEEE Engineering in Medicine and Biology 27th Annual Conference,
3272-3275
|
| 2006 |
Search Space Reduction in Fingerprint Recognition Based on Block Orientation
Field
FS HEL, H GHASEMIAN
NASHRIYYAH-I MUHANDESI-I BARQ VA MUHANDESI-I KAMPYUTAR-I IRAN (PERSIAN)
4 (2 ?
|
| 2006 |
Parallel Beamformation Method to Enhance Ultrasound Images
SM Sakhaei, A MAHLOUJIFAR, H GHASEMIAN
Iranian Journal of Electrical and Electronic Engineering 2 (2),
41-46
|
| 2005 |
Combining the feature based stereo matching, motion and silhouette to
reconstruct visual hull
H Ebrahimnezhad, H Ghassemian
IEEE Workshop on Signal Processing Systems Design and Implementation,
2005 ?
|
| 2005 |
Medical Image Registration Based on Similarity Measure and Feature Extraction
S Daneshvar, H Ghassemian
12th Iranian Conference on Biomedical Engineering 1 (1), 16-22
|
| 2005 |
High impedance fault detection based on wavelet transform and statistical
pattern recognition
AR Sedighi, MR Haghifam, OP Malik, MH Ghassemian
IEEE Transactions on Power Delivery 20 (4), 2414-2421
|
| 2005 |
Mahmood-Reza haghifam, OP Malik and Mahammad-Hassan Ghassemian,?High
Impedance Fault Detection Based on Wavelet Transform and Statistical
Pattern Recognition?
AR Sedighi
IEEE Transactions on Power Delivery 20 (4), 2414-2421
|
| 2005 |
Fingerprint classification with probabilistic neural network.
H Pourghassem, H Ghassemian
ISSPA, 663-666
|
| 2005 |
A multiple classifier template for hyperspectral images classification
H Dehghani, H Ghassemian, A Keshavarz
Proceedings. 2005 IEEE International Geoscience and Remote Sensing
Symposium ?
|
| 2005 |
Hierarchical classification of hyperspectral images by using SVMs and"
same class neighborhood property"
A Keshavarz, H Ghassemian, H Dehghani
Proceedings. 2005 IEEE International Geoscience and Remote Sensing
Symposium ?
|
| 2005 |
Bit Error Performance for Asynchronous Ds Cdma Systems Over Multipath
Rayleigh Fading Channels (RESEARCH NOTE)
MHGMK H. R. Bakhshi
International Journal of Engineering 15 (2), 135-140
|
| 2005 |
A Fast Algorithm for Hyperspectral Image Analysis Using SVM and Spatial
Dependency
H Ghassemian, A Keshavarz
Nashriyyah-i Muhandisi-i Barq va Muhandisi-i Kampyutar-i Iran 5
(1), 37
|
| 2005 |
3D Model Reconstruction by Silhouette, Stereo and Motion Features Fusion
H Ghassemian, H Ebrahimnezhadi
Nashriyyah-i Muhandisi-i Barq va Muhandisi-i Kampyutar-i Iran 5
(1), 18
|
| 2005 |
A fast algorithm for hyperspectral image analysis using SVM and spatial
dependency
A Keshavarz, H Ghasemian
NASHRIYYAH-I MUHANDESI-I BARQ VA MUHANDESI-I KAMPYUTAR-I IRAN (PERSIAN)
3 (1 ?
|
| 2005 |
MULTI-SENSOR LINAGE DATA FUSION IN REMOTE SENSING APPLICATIONS
MR ALAVI, MH GHASSEMIAN
AMIRKABIR 16 (62), 1-12
|
| 2005 |
Fingerprint Classification Based on Spectral Features
H Pourghassem, H Ghassemian
CSI Journal on Computer Science & Engineering 3 (2&4), 19-26
|
| 2004 |
A fusion approach of multi-sensor remote sensing data based on retina
model
R Valavi, H Ghassemian
Proceedings of 12th Iranian Conference on Electric Engineering
|
| 2004 |
On-board satellite image compression by object-feature extraction
H Ghassemian
20th congress of International Society of Photogrammetry and Remote
Sensing ?
|
| 2004 |
A new approach for multi-system/sensor decision fusion based on Joint
measures
AJ Rashidi, MH Ghassemian
International Journal of Information Acquisition 1 (02), 109-120
|
| 2004 |
Adaptive classification of hyperspectral image
H Dehghani, H Ghassemian
In other words 1, 2
|
| 2004 |
A WAVELET-BASED ALGORITHM FOR CT AND MR IMAGE FUSION
S DANESHVAR, H GHASSEMIAN
|
| 2004 |
A new high reliability and dual measure method for multi-system/sensor
remote-sensing decision fusion
AJ Rashidi, MH Ghassemian
Proceedings of the ISPRS Conf
|
| 2003 |
Extended dempster?shafer theory for multi-system/sensor decision fusion
A Rashidi, H Ghassemian
Commission IV Joint Workshop on Challenges in Geospatial Analysis
?
|
| 2003 |
A New Method for Hyperspectral Data Classification
H Dehghani, H Ghassemian
Proceedings of the KSRS Conference, 637-639
|
| 2003 |
Multi-Resolution MSS Image Fusion
H Ghassemian, A Amidian
Proceedings of the KSRS Conference, 648-650
|
| 2003 |
On-Board Satellite MSS Image Compression
H Ghassemian, A Amidian
Proceedings of the KSRS Conference, 645-647
|
| 2003 |
A multi-sensor image fusion based on Retina model
H Ghassemian
Commission IV, Working Group VI/7. URL: http://www.
iuw. uni-vechta. de ? |
| 2002 |
BIT ERROR PERFORMANCE FOR ASYNCHRONOUS DS/CDMA SYSTEMS OVER MULTIPATH
RAYLEIGH FADING CHANNELS
H Bakhshi, H Ghassemian, M Kahrizi
IJE Transactions A: Basics 15 (2), 135-140
|
| 2001 |
Multi-sensor image fusion using multirate filter banks
H Ghassemian
Proceedings 2001 International Conference on Image Processing (Cat.
No ?
|
| 2001 |
Multispectral image compression by an on-board scene segmentation
H Ghassemian, D Landgrebe
IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings
?
|
| 2001 |
A retina based multi-resolution image-fusion
H Ghassemian
IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings
?
|
| 2001 |
Robust segmentation of medical images using competitive Hopfield neural
network as a clustering tool
RR GOLPARVAR, MH Ghassemian, AR Sharafat
IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY TRANSACTION B-ENGINEERING
25 (3), 0-0
|
| 2000 |
Estimating gain fields in multispectral MRI
RG Roozbahani, MH Ghassemian, AR Sharafat
IEEE transactions on biomedical engineering 47 (12), 1610-1615
|
| 2000 |
Multisensor image fusion by inverse subband coding
H Ghassemian
Proceeding of ISPRS-2000, CD 3
|
| 1999 |
An Automatic Fingerprint Classification Algorithm
MHG Yazdi
Journal of Advanced Materials in Engineering (Esteghlal) 18 (1),
1-11
|
| 1998 |
Image coding using vector quantization in LP/sub/spl infin//space
MH Ghassemian, AN Venetsanopoulos
1998 IEEE Symposium on Advances in Digital Filtering and Signal
Processing ?
|
| 1997 |
A robust structural fingerprint restoration
MHG Yazdi
Image Analysis and Processing: 9th International Conference, ICIAP97
?
|
| 1996 |
A robust on-line restoration algorithm for fingerprint segmentation
MH Ghassemian
Proceedings of 3rd IEEE International Conference on Image Processing
2, 181-184
|
| 1994 |
A robust structural fingerprint restoration
MH Ghassemian
Intelligent Signal Processing Research Center, Department of Electrical
?
|
| 1988 |
Object-oriented feature extraction method for image data compaction
H Ghassemian, DA Landgrebe
IEEE Control Systems Magazine 8 (3), 42-48
|
| 1988 |
On line object feature extraction for multispectral scene representation
MHG Yazdi
Purdue University
|
| 1987 |
An unsupervised feature extraction method for high dimensional image
data compaction
H Ghassemian, D Landgrebe
|
