Expertise
Engineering & Materials Science
# Drones
# Fusion Reactions
# Image Fusion
# Satellite Imagery
# Satellites
# Unmanned Aerial Vehicles (Uav)
Earth & Environmental Sciences
# Imagery
# Satellite Imagery
Organisations
Publications
Recent
Motayyeb, S., Samadzedegan, F.
, Dadrass Javan, F., & Hosseinpour, H. (2023).
Fusion of UAV-based infrared and visible images for thermal leakage map generation of building facades.
Heliyon,
9(3), [e14551].
https://doi.org/10.1016/j.heliyon.2023.e14551
Alsadik, B.
, Dadrass Javan, F.
, & Nex, F. C. (2023).
UAV Remote Sensing for Smart Agriculture.
GIM International,
2023(1), 14-17. [issue 7 volume 36].
Eftekhari, A., Samadzadegan, F.
, & Dadrass Javan, F. (2023).
Building change detection using the parallel spatial-channel attention block and edge-guided deep network.
International Journal of Applied Earth Observation and Geoinformation,
117, [103180].
https://doi.org/10.1016/j.jag.2023.103180
Toosi, A.
, Dadrass Javan, F., Samadzadegan, F., Mehravar, S., Kurban, A., & Azadi, H. (2022).
Citrus orchard mapping in Juybar, Iran: Analysis of NDVI time series and feature fusion of multi-source satellite imageries.
Ecological informatics,
70, 1-23. [101733].
https://doi.org/10.1016/j.ecoinf.2022.101733
Zarrinpanjeh, N.
, Dadrass Javan, F., Azadi, H., Viira, A. H., Kurban, A., & Witlox, F. (2022).
Commuters’ accessibility to transportation lifelines in Karaj city, Iran: A fuzzy approach.
Sustainable Cities and Society,
85, 1-14. [104037].
https://doi.org/10.1016/j.scs.2022.104037
Moradi, F.
, Dadrass Javan, F., & Samadzadegan, F. (2022).
Potential evaluation of visible-thermal UAV image fusion for individual tree detection based on convolutional neural network.
International Journal of Applied Earth Observation and Geoinformation,
113, 1-15. [103011].
https://doi.org/10.1016/j.jag.2022.103011
Dadrass Javan, F., Samadzadegan, F., Gholamshahi, M., & Mahini, F. A. (2022).
A modified YOLOv4 deep learning network for vision-based UAV recognition.
Drones,
6(7), [160].
https://doi.org/10.3390/drones6070160
Hosseinpour, H., Samadzadegan, F.
, & Dadrass Javan, F. (2022).
A Novel Boundary Loss Function in Deep Convolutional Networks to Improve the Buildings Extraction From High-Resolution Remote Sensing Images.
IEEE Journal of selected topics in applied earth observations and remote sensing,
15, 4437-4454.
https://doi.org/10.1109/jstars.2022.3178470
Fallah, A., Samadzadegan, F.
, & Dadrass Javan, F. (2022).
Intensifying the spatial resolution of 3D thermal models from aerial imagery using deep learning-based image super-resolution.
Geocarto international,
37(26), 13518-13538.
https://doi.org/10.1080/10106049.2022.2082544
Samadzadegan, F.
, Dadrass Javan, F., Mahini, F. A., & Gholamshahi, M. (2022).
Detection and recognition of drones based on a deep convolutional neural network using visible imagery.
Aerospace,
9(1), 1-20. [31].
https://doi.org/10.3390/aerospace9010031
Hosseinpour, H., Samadzadegan, F.
, & Dadrass Javan, F. (2022).
CMGFNet: A deep cross-modal gated fusion network for building extraction from very high-resolution remote sensing images.
ISPRS journal of photogrammetry and remote sensing,
184, 96-115.
https://doi.org/10.1016/j.isprsjprs.2021.12.007
Mehravar, S.
, Dadrass Javan, F., Samadzadegan, F., Toosi, A., Moghimi, A., Khatami, R.
, & Stein, A. (2022).
Varying weighted spatial quality assessment for high resolution satellite image pan-sharpening.
International journal of image and data fusion,
13(1), 44-70.
https://doi.org/10.1080/19479832.2021.1921059
Mehravar, S., Amani, M., Moghimi, A.
, Dadrass Javan, F., Samadzadegan, F., Ghorbani, A.
, Stein, A., Mohammadzadeh, A., & Mirmazloumi, S. M. (2021).
Temperature-Vegetation-soil Moisture-Precipitation Drought Index (TVMPDI): 21-year drought monitoring in Iran using satellite imagery within Google Earth Engine.
Advances in space research,
68(11), 4573-4593.
https://doi.org/10.1016/j.asr.2021.08.041
Dahaghin, M., Samadzadegan, F.
, & Dadrass Javan, F. (2021).
Precise 3D extraction of building roofs by fusion of UAV-based thermal and visible images.
International journal of remote sensing,
42(18), 7002-7030.
https://doi.org/10.1080/01431161.2021.1951875
Pourazar, H., Samadzadegan, F.
, & Dadrass Javan, F. (2021).
A deep 2D/3D Feature-Level fusion for classification of UAV multispectral imagery in urban areas.
Geocarto international, 1-18.
https://doi.org/10.1080/10106049.2021.1959655
UT Research Information System
Google Scholar Link
Courses Academic Year 2022/2023
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
Courses Academic Year 2021/2022
Current Projects
Contact Details
Visiting Address
University of Twente
Faculty of Geo-Information Science and Earth Observation
Langezijds
(building no. 19), room 1221
Hallenweg 8
7522NH Enschede
The Netherlands
Mailing Address
University of Twente
Faculty of Geo-Information Science and Earth Observation
Langezijds
1221
P.O. Box 217
7500 AE Enschede
The Netherlands