Dr. Iman Khosravi

Postdoctoral Researcher




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my_publication My Publication

isi_papers ISI Journal Papers

mypaper01 Multiple classifier systems for hyperspectral remote sensing data classification

Iman Khosravi, and Majid Mohammad-Beigi

Journal of the Indian Society of Remote Sensing, 2014, Vol. 42, Issue. 2, pp. 423-428.


Abstract

mypaper02 Performance evaluation of object-based and pixel-based building detection algorithms from very high spatial resolution imagery

Iman Khosravi, Mehdi Momeni, and Maryam Rahnemoonfar

Photogrammetric Engineering & Remote Sensing, 2014, Vol. 80, Issue. 6, pp. 519-528.


Abstract

mypaper03 The comparison of NN, SVR, LSSVR and ANFIS at modeling meteorological and remotely sensed drought indices over the eastern district of Isfahan, Iran

Iman Khosravi, Yaser Jouybari-Moghaddam, and Mohammad Reza Sarajian

Natural Hazards, 2017, Vol. 87, Issue. 3, pp. 1507-1522.


Abstract

mypaper04 Enhanced decision tree ensembles for land-cover mapping from fully polarimetric SAR data

Iman Khosravi, Abdolreza Safari, Saeid Homayouni, and Heather McNairn

International Journal of Remote Sensing, 2017, Vol. 38, No. 23, pp. 7138-7160.


Abstract

mypaper05 Separability analysis of multifrequency SAR polarimetric features for land cover classification

Iman Khosravi, Abdolreza Safari, and Saeid Homayouni

Remote Sensing Letters, 2017, Vol. 8, No. 12, pp. 1153-1162.


Abstract

mypaper06 Presenting an object-based approach using image edges to detect building boundaries from high spatial resolution images

Iman Khosravi, and Mehdi Momeni

Iranian J. Sci. Technology, Trans. Electrical Eng., 2018, Vol. 42, Issue. 1, pp. 95-105.


Abstract

mypaper07 Multiple classifier systems for classification of multifrequency PolSAR images with limited training samples

Iman Khosravi, Abdolreza Safari, and Saeid Homayouni

International Journal of Remote Sensing, 2018, Vol. 39, No. 21, pp. 7547-7567.


Abstract

mypaper08 MSMD: maximum separability and minimum dependency feature selection for cropland classification from optical and radar data

Iman Khosravi, Abdolreza Safari, and Saeid Homayouni

International Journal of Remote Sensing, 2018, Vol. 39, No. 8, pp. 2159-2176.


Abstract

mypaper09 A random forest-based framework for crop mapping using temporal, spectral, textural and polarimetric observations

Iman Khosravi, and Seyed Kazem Alavipanah

International Journal of Remote Sensing, 2019, Vol. 40, No. 18, pp. 7221-7251.


Abstract

mypaper10 Hyperspectral imbalanced datasets classification using filter-based forest methods

Iman Khosravi, and Yaser Jouybari-Moghaddam

IEEE J. Selected Topics in Applied Earth Observations and Remote Sensing, 2019, Early access.


Abstract




isc_papers ISC Journal Papers

mypaper_isc01 Hyperspectral imagery classification using multiple classifier systems algorithms

Majid Mohammad-Beigi, Iman Khosravi, and Hamid Cheraghchi

Geospatial Engineering Journal, 2012, Vol. 3, Issue. 2, pp. 49-58.


Abstract

mypaper_isc02 Modeling and predicting the time series of drought indices using machine learning methods in order to manage hazards (Case study: Eastern Isfahan)

Iman Khosravi, Mehdi Akhondzadeh, and Mohammad Mehdi Khoshgoftaar

Environmental Hazards Management, 2014, Vol. 2, Issue. 100421, pp. 51-65.


Abstract

mypaper_isc03 The use of multiple classifier systems for improving the classification accuracy of high–dimensional fully polarimetric SAR images

Iman Khosravi, and Mehdi Akhondzadeh

Journal of Geospatial Information Technology, 2014, Vol. 2, No. 3, pp. 69-84.


Abstract

mypaper_isc04 Presenting a feature selection method based on genetic algorithm and decision tree for classifying fully polarimetric SAR images

Iman Khosravi, Mir Majid Mousavi, and Jalal Amini

Journal of Geospatial Information Technology, 2015, Vol. 3, No. 2, pp. 75-88.


Abstract

mypaper_isc05 Presenting an extended evaluation framework for building detection algorithms using high spatial resolution images

Iman Khosravi, and Mehdi Momeni

Earth Observation and Geomatics Engineering, 2017, Vol. 1, No. 1, pp. 26-35.


Abstract

mypaper_isc06 Enhanced tree-based multiple classifier systems for cropland classification from optical and full-polarimetric radar images

Iman Khosravi, Abdolreza Safari, and Saeid Homayouni

Journal of Geomatics Science and Technology, 2018, Vol. 8, No. 2, pp. 13-34.


Abstract

mypaper_isc07 The comparison of ARIMA and neural network methods for modeling and monitoring of drought using RS time series data (case study: City of Arak)

Mohammad Mehdi Khoshgoftaar, Mehdi Akhondzadeh, and Iman Khosravi

Geographical Data, 2019, Vol. 28, No. 109, pp. 185-198.


Abstract

mypaper_isc08 Introducing an efficient set of high spatial resolution images of urban areas to evaluate building detection algorithms

Iman Khosravi, and Mehdi Momeni

Modeling and Simulation in Electrical and Electronics Engineering, 2016, Vol. 2, No. 1, pp. 7-7.


Abstract




conference_papers Conference Papers

mypaper_con01 Residential building extraction from high spatial resolution images using defining rules in object-based classification

Iman Khosravi, and Mehdi Momeni

4th Iranian Conference on Electrical and Electronics Engineering (ICEEE2012), Sep. 2012, pp. 1937-1944.


Abstract

mypaper_con02 Evaluation of object-based and pixel-based algorithms for detecting buildings from high spatial resolution images

Ahmad Rajabi, Iman Khosravi, and Mehdi Momeni

Int. Conference on Civil Engineering Architecture & Urban Sustainable Development, Dec. 2013, pp. 1-10.


Abstract

mypaper_con03 Comparison of SVM and RF algorithms for crop mapping using bi-temporal optical and radar data with limited training samples

Iman Khosravi, Saeid Niazmardi, Abdolreza Safari, and Saeid Homayouni

5th International Conference on Electrical and Computer Engineering, Feb. 2018, pp. 1-6.


Abstract




books Books

mybook Object-Orient in Remote Sensing Image Processing

Mehdi Momeni, Iman Khosravi, and Behnoosh Mostajeran

University of Isfahan Press, 2014

First Edition





resume Resume

You can get my Farsi CV pdf_symbol or my English CV pdf_symbol









Last updated: January 2020