Search Results - "Hasanlou, M."

A COMPARATIVE STUDY OF MACHINE LEARNING CLASSIFIERS FOR CROP TYPE MAPPING USING VEGETATION INDICES by Asgari, S., Hasanlou, M.

“…Timely and accurate mapping of crops is crucial for agriculture management, policy-making, and food security. Due to the differences in the product calendars…”
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FULL POLARIMETRIC TIME SERIES IMAGE ANALYSIS FOR CROP TYPE MAPPING by Noroozi, H., Hasanlou, M.

“…Crop information and quality are not only fundamental for experts using spatial decision support systems but also have many applications in irrigation…”
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A COMPARISON OF TREE-BASED REGRESSION MODELS FOR SOIL MOISTURE ESTIMATION USING SAR DATA by Akhavan, Z., Hasanlou, M., Hosseini, M.

“…Soil moisture content plays a pivotal role in biomass development of vegetation coverage at various growth stages. Moisture content of the soil is considered…”
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BINARY HYPERSPECTRAL CHANGE DETECTION BASED ON 3D CONVOLUTION DEEP LEARNING by Seydi, S. T., Hasanlou, M.

“…Timely and accurate change detection of Earth’s surface features is extremely important for understanding relationships and interactions between human and…”
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HARMFUL ALGAL BLOOMS MONITORING USING SENTINEL-2 SATELLITE IMAGES by Khalili, M. H., Hasanlou, M.

“…Over the last few decades in coastal areas, the occurrence of Harmful Algal Blooms (HAB) has increased. The phenomenon is harmful to the health of coastal…”
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RAPID AUTOMATIC DETECTION OF COVID-19 IN CHEST CT IMAGES USING VGG-16 AND TRANSFER LEARNING by Gomroki, M., Shah-Hosseini, R., Hasanlou, M.

“…This paper presents a deep learning approach for swift detection of COVID-19 in chest CT scan images in order to facilitate treatment planning and reduce the…”
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A COMPARISON STUDY OF DIFFERENT KERNEL FUNCTIONS FOR SVM-BASED CLASSIFICATION OF MULTI-TEMPORAL POLARIMETRY SAR DATA by Yekkehkhany, B., Safari, A., Homayouni, S., Hasanlou, M.

“…In this paper, a framework is developed based on Support Vector Machines (SVM) for crop classification using polarimetric features extracted from…”
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ASSESSING AND COMPARING THE PERFORMANCE OF ENDMEMBER EXTRACTION METHODS IN MULTIPLE CHANGE DETECTION USING HYPERSPECTRAL DATA by Jafarzadeh, H., Hasanlou, M.

“…Endmember extraction is a process to identify the hidden pure source signals from the mixture. Endmember finding has become increasingly important in…”
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ESTIMATING WATER LEVEL IN THE URMIA LAKE USING SATELLITE DATA: A MACHINE LEARNING APPROACH by Boueshagh, M., Hasanlou, M.

“…Lakes play a pivotal role in the development of cities and have major impacts on the ecosystem balancing of the area. Remote sensing techniques and advanced…”
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SHORELINE EXTRACTION USING TIME SERIES OF SENTINEL-2 SATELLITE IMAGES BY GOOGLE EARTH ENGINE PLATFORM by Rostami, E., Sharifi, M. A., Hasanlou, M.

“…In recent decades, global warming and sea level rise, population growth, and intensification of human activities, have directly affected the coasts and as…”
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CLASSIFIER FUSION OF POLSAR, HYPERSPECTRAL AND PAN REMOTE SENSING DATA FOR IMPROVING LAND USE CLASSIFICATION by Saadi, R., Hasanlou, M., Safari, A.

“…The combined use of PolSAR and hyperspectral data can improve the classification accuracy. This paper proposes a new classification approach for combining use…”
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RICE CROP MAPPING USING SENTINEL-1 TIME SERIES IMAGES (CASE STUDY: MAZANDARAN, IRAN) by Saadat, M., Hasanlou, M., Homayouni, S.

“…Policymaking and planning agricultural improvement require accurate and timely information and statistics. In Iran, collecting and acquiring agricultural…”
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INVESTIGATING OF FOREST CHANGE IN GOLESTAN PROVINCE USING LANDSAT IMAGE by Zoraghi, M., Saadi, R., Hasanlou, M.

“…In recent years, forests in the north of the country have been attacked due to human interference. Increasing population and development of residential and…”
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TREND ANALYSIS OF SOIL SALINITY IN DIFFERENT LAND COVER TYPES USING LANDSAT TIME SERIES DATA (CASE STUDY BAKHTEGAN SALT LAKE) by Taghadosi, M. M., Hasanlou, M.

“…Soil salinity is one of the main causes of desertification and land degradation which has negative impacts on soil fertility and crop productivity. Monitoring…”
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AIR POLLUTION ESTIMATION USING AEROSOL OPTICAL THICKNESS BY OLI IMAGES IN TEHRAN by Mozafari, S. M., Hasanlou, M., Arefi, H.

“…Air pollution is one of the main problems in human and environmental health in big cities and in developing countries. The precise monitoring and predicting of…”
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A COMPARISON OF MACHINE LEARNING MODELS FOR SOIL SALINITY ESTIMATION USING MULTI-SPECTRAL EARTH OBSERVATION DATA by Zarei, A., Hasanlou, M., Mahdianpari, M.

“…Soil salinity, a significant environmental indicator, is considered one of the leading causes of land degradation, especially in arid and semi-arid regions. In…”
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AUTOMATIC ROAD CRACK RECOGNITION BASED ON DEEP LEARNING NETWORKS FROM UAV IMAGERY by Samadzadegan, F., Dadrass Javan, F., Hasanlou, M., Gholamshahi, M., Ashtari Mahini, F.

“…Roads are one of the essential transportation infrastructures that get damaged over time and affect economic development and social activities. Therefore,…”
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INVESTIGATING AND MODELLING EFFECTS OF CLIMATICALLY AND HYDROLOGICALLY INDICATORS ON THE URMIA LAKE COASTLINE CHANGES USING TIME SERIES ANALYSIS by Ahmadijamal, M., Hasanlou, M.

“…Study of hydrological parameters of lakes and examine the variation of water level to operate management on water resources are important. The purpose of this…”
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UAV PHOTOGRAMMETRY: A PRACTICAL SOLUTION FOR CHALLENGING MAPPING PROJECTS by Saadatseresht, M., Hashempour, A. H., Hasanlou, M.

“…We have observed huge attentions to application of unmanned aerial vehicle (UAV) in aerial mapping since a decade ago. Though, it has several advantages for…”
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BUILDING FLOOR PLAN RECONSTRUCTION FROM SLAM-BASED POINT CLOUD USING RANSAC ALGORITHM by Hossein Pouraghdam, M., Saadatseresht, M., Rastiveis, H., Abzal, A., Hasanlou, M.

“…In recent years, the applications of interior and exterior model of buildings have been increased in the field of surveying and mapping. This paper presents a…”
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