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Farhad Samadzadegan
Professor at Univ of Tehran
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Publications (5)
SPIE Journal Paper | 25 July 2024 Open Access
Object-based strategy for generating high-resolution four-dimensional thermal surface models of buildings based on integration of visible and thermal unmanned aerial vehicle imagery
Alaleh Fallah, Farhad Samadzadegan, Farzaneh Dadrass Javan
JARS, Vol. 18, Issue 03, 034504, (July 2024) https://doi.org/10.1117/12.10.1117/1.JRS.18.034504
KEYWORDS: Buildings, Thermal modeling, Orthophoto maps, Thermography, Data modeling, Unmanned aerial vehicles, Education and training, Image resolution, Cameras, 3D modeling
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SPIE Journal Paper | 13 March 2018
Deep learning decision fusion for the classification of urban remote sensing data
Ghasem Abdi, Farhad Samadzadegan, Peter Reinartz
JARS, Vol. 12, Issue 01, 016038, (March 2018) https://doi.org/10.1117/12.10.1117/1.JRS.12.016038
KEYWORDS: Data fusion, Remote sensing, Roads, Visualization, Data modeling, Image classification, Image fusion, Image segmentation, Feature extraction, Image analysis
SPIE Journal Paper | 22 August 2017
Spectral–spatial feature learning for hyperspectral imagery classification using deep stacked sparse autoencoder
Ghasem Abdi, Farhad Samadzadegan, Peter Reinartz
JARS, Vol. 11, Issue 04, 042604, (August 2017) https://doi.org/10.1117/12.10.1117/1.JRS.11.042604
KEYWORDS: Hyperspectral imaging, Image classification, Data modeling, Remote sensing, Long wavelength infrared, Principal component analysis, Earth sciences, Error analysis, Image filtering, Spatial resolution
SPIE Journal Paper | 5 December 2014
Feature grouping-based multiple fuzzy classifier system for fusion of hyperspectral and LIDAR data
Behnaz Bigdeli, Farhad Samadzadegan, Peter Reinartz
JARS, Vol. 8, Issue 01, 083509, (December 2014) https://doi.org/10.1117/12.10.1117/1.JRS.8.083509
KEYWORDS: LIDAR, Fuzzy logic, Data fusion, Fuzzy systems, Remote sensing, Sensors, Image fusion, Feature extraction, Information fusion, Image classification
SPIE Journal Paper | 31 October 2012
Particle swarm optimization of kernel-based fuzzy c-mParticle swarm optimization of kernel-based fuzzy c-means for hyperspectral data clustering eans for hyperspectral data clustering
Saeid Niazmardi, Amin Alizadeh Naeini, Saeid Homayouni, Abdolreza Safari, Farhad Samadzadegan
JARS, Vol. 6, Issue 01, 063601, (October 2012) https://doi.org/10.1117/12.10.1117/1.JRS.6.063601
KEYWORDS: Particle swarm optimization, Particles, Fuzzy logic, Algorithm development, Optimization (mathematics), Data modeling, Binary data, Data centers, Algorithms, Composites
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