|
Ali
Mohammadzadeh Professor (Tenured) |
a_mohammadzadeh@kntu.ac.ir Tel:
(+98 21) 88888445 Scopus H-index:
25 |
|
Education
Ph.D. (Civil-Surveying Eng.), 2009,
Remote Sensing & Photogrammetry Department, Faculty of Geodesy & Geomatics Engineering, K. N. Toosi University of Technology, Tehran, Iran.
M.Sc. (Civil-Remote Sensing Eng.), 2003, Remote Sensing
& Photogrammetry Department, Faculty of Geodesy & Geomatics
Engineering, K. N. Toosi University of Technology,
Tehran, Iran.
B.S.,
(Civil-Surveying Eng.), 2000, Remote Sensing & Photogrammetry Department,
Faculty of Geodesy & Geomatics Engineering, K. N. Toosi
University of Technology, Tehran, Iran.
Research Interests
LiDAR technology and its applications
(Terrestrial, Mobile, UAV, Aerial and Satellite LiDAR)
Application of Remote Sensing in
Disaster Management (Dust, Fire, Earthquake, Flooding)
Bio-Geomatics (such as Image
Processing in Medical Applications)
Artificial Intelligence (Fuzzy Logic,
ANN) and Evolutionary Optimization
Image Processing and Analysis,
Pattern Recognition and Feature Extraction
Remote Sensing Calibration and
In-Situ Measurements (ASD Spectro-radiometer, Pyranometer)
Optical, Thermal, Multispectral, UAV
or Satellite data processing
Professional Experiences (All in K.N.Toosi
University of Technology)
2024-Current: Professor and Head of LiDAR
Laboratory
2018-2022: Faculty Vice-Dean in Research & IT
2015-2024: Associate Professor
2014-2018: Head of Photogrammetry & Remote Sensing
Department
2010-2014: Assistant Professor
2003-2009: Research and Teaching Assistant, K.N.Toosi University of
Technology, Tehran, Iran
Selected Peer-reviewed Journal Articles
1. Ahmadi, S.A.; Mohammadzadeh, A.; Yokoya, N.; Ghorbanian, A., 2024,
BD-SKUNet: Selective-Kernel UNets
for Building Damage Assessment in High-Resolution Satellite Images, MDPI Remote
Sensing, 16, 182. https://doi.org/10.3390/rs16010182
2. Takhtkeshha, N., Mohammadzadeh, A., Salehi, B.,2023, A Rapid
Self-Supervised Deep-Learning-Based Method for Post-Earthquake Damage Detection
Using UAV Data (Case Study: Sarpol-e Zahab, Iran). Remote Sens. Volume 15, No. 1:123,
https://doi.org/10.3390/rs15010123
3. Asiyabi, R. M. , Ghorbanian,
A., Tameh, S. N., Amani, M. , Jin,
S.,� and Mohammadzadeh, A., 2023,
Synthetic Aperture Radar (SAR) for Ocean: A Review, IEEE Journal of Selected
Topics in Applied Earth Observations and Remote Sensing, Volume 16, Pages
9106-9138, doi: 10.1109/JSTARS.2023.3310363.
4. Zaghian, S., Mohammadzadeh, A., Ghorbanian,
A., Bovolo, F., Niroumand-Jadidi,
M.,2023, Enhancing suspended sediment concentration retrieval by integrating
thermal infrared and optical bands of Landsat-8 and machine learning
algorithms, International Journal of Remote Sensing, Volume 44, Issue 18, Pages
5814-5844, DOI: 10.1080/01431161.2023.2255350
5. Ahmadi, S. A., Ghorbanian, A., Golparvar, F.,
Mohammadzadeh, A., Jamali, S., 2022, Individual tree detection from unmanned
aerial vehicle (UAV) derived point cloud data in a mixed broadleaf forest using
hierarchical graph approach, European Journal of Remote Sensing, Volume 55,
Issue 1, Pages 520-539, DOI: 10.1080/22797254.2022.2129095
6. Moghimi, A., Mohammadzadeh, A., Celik,
T., Brian Brisco, and Meisam
Amani. 2022, Automatic Relative Radiometric Normalization of Bi-Temporal
Satellite Images Using a Coarse-to-Fine Pseudo-Invariant Features Selection and
Fuzzy Integral Fusion Strategies, Remote Sensing 14, no. 8: 1777. https://doi.org/10.3390/rs14081777
7. Armin Moghimi, Turgay Celik, Ali
Mohammadzadeh, 2022, Tensor-based keypoint detection
and switching regression model for relative radiometric normalization of
bitemporal multispectral images, International Journal of Remote Sensing,
Volume 43, 2022 - Issue 11, Pages 3927-3956.
8. Ghorbanian, Arsalan, Ali Mohammadzadeh, and Sadegh
Jamali. 2022, Linear and Non-Linear Vegetation Trend Analysis throughout Iran
Using Two Decades of MODIS NDVI Imagery, Remote Sensing 14, no. 15: 3683. https://doi.org/10.3390/rs14153683
9. Ghorbanian, Arsalan, Ali Mohammadzadeh, Sadegh
Jamali, and Zheng Duan. 2022, Performance Evaluation
of Six Gridded Precipitation Products throughout Iran Using Ground Observations
over the Last Two Decades (2000�2020), Remote Sensing 14, no. 15: 3783.
https://doi.org/10.3390/rs14153783
10. Moghimi, A., Sarmadian, A.,
Mohammadzadeh, A., Celik, T., Amani, M., and Kusetogullari, H., 2022, Distortion Robust Relative
Radiometric Normalization of Multitemporal and Multisensor
Remote Sensing Images Using Image Features," in IEEE Transactions on
Geoscience and Remote Sensing, vol. 60, pp. 1-20, ,
No. 5400820, doi: 10.1109/TGRS.2021.3063151.
11. Ghorbanian, A., Ahmadi, S.A., Amani, M., Mohammadzadeh, A., and
Jamali, S., 2022, Application of Artificial Neural Networks for Mangrove
Mapping Using Multi-Temporal and Multi-Source Remote Sensing Imagery, Water 14,
no. 2: 244. https://doi.org/10.3390/w14020244
12. Mohsenifar, A., Mohammadzadeh, A., Moghimi,
A., Salehi, B., 2021, A novel unsupervised forest change detection method based
on the integration of a multiresolution singular value decomposition fusion and
an edge-aware Markov Random Field algorithm, International Journal of Remote
Sensing, 42(24), pp. 9368-9396.
13. Mehravar, S., Amani, M., Moghimi,
A., Dadrass Javan, F., Samadzadegan,
F.,Ghorbanian, 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), pp. 4573-4593.
14. Najafzadeh, F., Mohammadzadeh, A., Ghorbanian,
A., Jamali, S., 2021, Spatial and Temporal Analysis of Surface Urban Heat
Island and Thermal Comfort Using Landsat Satellite Images between 1989 and
2019: A Case Study in Tehran. Remote Sensing, MDPI, 13(21), 4469.
https://doi.org/10.3390/rs13214469
15. Ghorbanian, A., Zaghian, S., Asiyabi, R.M., Amani, M., Mohammadzadeh, A., Jamali, S.,
2021, Mangrove ecosystem mapping using sentinel-1 and sentinel-2 satellite
images and random forest algorithm in google earth engine, Remote Sensing, 13
(13), no. 2565
16. Moghimi, A., Mohammadzadeh, A., Celik,
T., Amani, M., 2021, A Novel Radiometric Control Set Sample Selection Strategy
for Relative Radiometric Normalization of Multitemporal Satellite Images, IEEE
Transactions on Geoscience and Remote Sensing, 59 (3), art. no. 9133139, pp.
2503-2519.
17. Khanbani, S., Mohammadzadeh, A., Janalipour,
M., 2021, A novel unsupervised change detection method from remotely sensed
imagery based on an improved thresholding algorithm, Applied Geomatics, 13 (1),
pp. 89-105.
18. Mehravar, S., Amani, M., Moghimi,
A., Dadrass Javan, F., Samadzadegan,
F., Ghorbanian, 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, DOI: 10.1016/j.asr.2021.08.041
19. Moghimi, A., Celik, T.,
Mohammadzadeh, A., Kusetogullari, H., 2021,
Comparison of Keypoint Detectors and Descriptors for
Relative Radiometric Normalization of Bitemporal Remote Sensing Images, IEEE
Journal of Selected Topics in Applied Earth Observations and Remote Sensing,
14, no. 9392236, pp. 4063-4073. DOI: 10.1109/JSTARS.2021.3069919
20.
Moghimi,
A., Sarmadian, A., Mohammadzadeh, A., Celik, T., Amani, M., Kusetogullari,
H., 2021, Distortion Robust Relative Radiometric Normalization of Multitemporal
and Multisensor Remote Sensing Images Using Image
Features, IEEE Transactions on Geoscience and Remote Sensing, DOI:
10.1109/TGRS.2021.3063151
21. A Moghimi,
A Mohammadzadeh, T Celik, M Amani, 2020, A Novel Radiometric
Control Set Sample Selection Strategy for Relative Radiometric Normalization of
Multitemporal Satellite Images, IEEE
Transactions on Geoscience and Remote Sensing (Early Access).
22. S Khanbani,
A Mohammadzadeh, M Janalipour, 2020, A novel unsupervised change detection
method from remotely sensed imagery based on an improved thresholding algorithm, Applied Geomatics, 1-17.
23. M Farahani, A Mohammadzadeh,
2020, Domain adaptation for unsupervised change detection of multisensor multitemporal remote-sensing images,
International Journal of Remote Sensing 41 (10), 3902-3923.
24. S Khanbani,
A Mohammadzadeh, M Janalipour, 2020, Unsupervised
change detection of remotely sensed images from rural areas based on using the
hybrid of improved Thresholding techniques and particle swarm optimization,
Earth Science Informatics, 1-14.
25. SA Kianejad
Tejenaki, H Ebadi, A
Mohammadzadeh, 2020, Automatic Road Detection and Extraction From
MultiSpectral Images Using a New Hierarchical
Object-based Method, Journal of Geomatics Science and Technology 9 (3), 13-27.
26. M Amani, M Kakooei,
A Moghimi, A Ghorbanian, B Ranjgar, S Mahdavi, A Davidson, T Fisette,
P Rollin, B Brisco, A Mohammadzadeh, 2020, Application of Google Earth Engine
Cloud Computing Platform, Sentinel Imagery, and Neural Networks for Crop
Mapping in Canada, Remote Sensing 12
(21), 3561.
27. SA Ahmadi, A Ghorbanian,
A Mohammadzadeh, 2019, Moving vehicle detection, tracking and traffic parameter estimation from
a satellite video: a perspective on a smarter city, International Journal of Remote Sensing 40 (22),
8379-8394.
28. SAK Tejenaki,
H Ebadi, A Mohammadzadeh, 2019, A new hierarchical
method for automatic road centerline extraction in urban areas using LIDAR
data, Advances in Space Research 64 (9), 1792-1806.
29. M Janalipour,
A Mohammadzadeh, 2019, A novel and automatic framework for producing building damage map using
post-event LiDAR data, International
Journal of Disaster Risk Reduction 39, 101238.
30. A Ghorbanian,
MR Sahebi, A Mohammadzadeh, 2019, Optimization approach to retrieve
soil surface parameters from single-acquisition single-configuration SAR data, Comptes Rendus Geoscience 351 (4), 332-339.
31. M Janalipour,
A Mohammadzadeh, 2018, Evaluation of effectiveness of three fuzzy systems and three texture
extraction methods for building damage detection from post-event LiDAR data, International journal of digital earth, Vol. 11
(12), 1241-1268.
32. A Ghorbanian,
A Mohammadzadeh, 2018, An unsupervised feature extraction method based on band correlation
clustering for hyperspectral image classification using limited training
samples, Remote Sensing Letters, Vol.
9 (10), 982-991.
33. M Salehi, Y Maghsoudi,
A Mohammadzadeh, 2017, Assessment of the potential of H/A/Alpha decomposition
for polarimetric interferometric SAR data, IEEE Transactions on Geoscience and
Remote Sensing 56 (4), 2440-2451
34. M Izadi, A Mohammadzadeh, A Haghighattalab, 2017, A new neuro-fuzzy approach for
post-earthquake road damage assessment using GA and SVM classification from QuickBird satellite images, Journal of the Indian Society
of Remote Sensing, Vol. 45 (6), 965-977.
35. A Moghimi,
A Mohammadzadeh, S Khazai, 2017, Integrating
thresholding with level set method for unsupervised change detection in
multitemporal SAR images, Canadian Journal of Remote Sensing 43 (5), 412-431.
36. A Moghimi,
S Khazai, A Mohammadzadeh, 2017, An improved fast
level set method initialized with a combination of k-means clustering and Otsu
thresholding for unsupervised change detection from SAR images, Arabian Journal
of Geosciences, Vol. 10 (13), 293.
37. M Salehi, A Mohammadzadeh, Y Maghsoudi, 2017, Adaptive speckle filtering for time series
of polarimetric SAR Images, IEEE Journal of Selected Topics in Applied Earth
Observations and Remote sensing, Vol 10(6), 2841-2848.
38. A Salehi, A Mohammadzadeh, 2017,
Building roof reconstruction based on residue anomaly analysis and shape descriptors
from lidar and optical data, Photogrammetric Engineering & Remote Sensing,
83 (4), 281-291.
39. M Janalipour,
A Mohammadzadeh, 2017, A fuzzy-ga based decision making system for
detecting damaged buildings from high-spatial resolution optical images, Remote Sensing, 9 (4), 349.
40. M Eslami,
A Mohammadzadeh, 2017, A novel method for urban land cover mapping based on new vegetation
indices and texture-spectral information from fused visible and hyperspectral
thermal infrared airborne data,
European Journal of Remote Sensing, Vol. 50 (1), 320-331.
41. YJ Goldarag,
A Mohammadzadeh, AS Ardakani, 2016, Fire risk
assessment using neural network and logistic regression, Journal of the Indian
Society of Remote Sensing, Vol. 44 (6), 885-894.
42. MRG Razin,
B Voosoghi, A Mohammadzadeh, 2016, Efficiency of
artificial neural networks in map of total electron content over Iran, Acta Geodaetica et Geophysica, Vol. 51
(3), 541-555.
43. Z Ghassabi,
J Shanbehzadeh, A Mohammadzadeh, 2016, A structure-based region detector for
high-resolution retinal fundus image registration, Biomedical signal processing and control, Vol. 23,
52-61.
44. M Eslami,
A Mohammadzadeh, 2015, Developing a spectral-based strategy for urban object detection from
airborne hyperspectral TIR and visible data, IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, Vol. 9(5), 1808-1816.
45. Z Ghassabi,
J Shanbehzadeh, A Mohammadzadeh, SS Ostadzadeh, 2015, Colour retinal
fundus image registration by selecting stable extremum points in the
scale-invariant feature transform detector, IET image processing, Vol. 9 (10),
889-900.
46. A Zarea,
A Mohammadzadeh, 2015, A novel building and tree detection method from LiDAR
data and aerial images, IEEE Journal of selected topics in applied Earth
Observations and Remote Sensing, Vol. 9(5), 1864-1875.
47. M Janalipour,
A Mohammadzadeh, 2015, Building damage detection using object-based image analysis and ANFIS
from high-resolution image (Case study: BAM earthquake, Iran), IEEE Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, Vol 9(5), 1937-1945.
48. SB Shams, A Mohammadzadeh, 2015, A novel aerosol load index using
MODIS visible bands: Applied to south-west part of Iran, IEEE Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, Vol. 8(3), 1167-1175.
49. S Dehnavi,
A Mohammadzadeh, 2015, New edge adaptive GIHS-BT-SFIM fusion method and class-based approach
investigation, International Journal
of Image and Data Fusion 6 (1), 65-78.
50. N Ghasemi,
A Mohammadzadeh, MR Sahebi, 2015, Assessment of different topographic
correction methods in ALOS AVNIR-2 data over a forest area, International Journal of Digital Earth 6 (5),
504-520.
51. M Nikfar,
MJV Zoej, A Mohammadzadeh, M Mokhtarzade,
A Navabi, 2012, Optimization of multiresolution segmentation by using a genetic algorithm, Journal of Applied Remote Sensing 6 (1), 063592.
52. M Kabolizade,
H Ebadi, 2012, A Mohammadzadeh, Design and implementation of an
algorithm for automatic 3D reconstruction of building models using genetic
algorithm, International Journal of
Applied Earth Observation and Geoinformation, Vol. 19, 104-114.
53. N Ghasemi,
MR Sahebi, A Mohammadzadeh, 2012, Biomass estimation of a temperate
deciduous forest using wavelet analysis,
IEEE transactions on geoscience and remote sensing, Vol. 51 (2), 765-776.
54. S Yavari,
MJV Zoej, A Mohammadzadeh, M Mokhtarzade,
2012, Particle swarm
optimization of RFM for georeferencing of satellite images, IEEE Geoscience and Remote Sensing Letters, Vol. 10
(1), 135-139.
55. AB Jahromi,
MJV Zoej, A Mohammadzadeh, S Sadeghian,
2011, A novel filtering
algorithm for bare-earth extraction from airborne laser scanning data using an
artificial neural network, IEEE
journal of selected topics in applied earth observations and
remote sensing, Vol. 4(4), 836-843.
56. AS Ardakani,
MJV Zoej, A Mohammadzadeh, A Mansourian,
2010, Spatial and temporal
analysis of fires detected by MODIS data in northern Iran from 2001 to 2008, IEEE Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, Vol. 4(1), 216-225.
57. S Ahmadi, MJV Zoej,
H Ebadi, HA Moghaddam, A Mohammadzadeh, 2010, Automatic urban building boundary
extraction from high resolution aerial images using an innovative model of
active contours, International
Journal of Applied Earth Observation and Geoinformation, Vol. 12 (3), 150-157.
58. A Haghighattalab,
MJ Valadan Zoej, A
Mohammadzadeh, 2010, D�tection de dommages et
�valuation des d�g�ts du r�seau routier
apr�s un s�isme, en utilisant
des images QuickBird haute resolution, XYZ, Vol. 124,
41-47.
59. A Mohammadzadeh, MJ Valadan Zoej, 2010, A self-organizing fuzzy segmentation
(SOFS) method for road detection from high resolution satellite images, Photogrammetric Engineering & Remote Sensing, 76
(1), 27-35.
60. N Ekhtari,
MJV Zoej, MR Sahebi, A
Mohammadzadeh, 2009, Automatic building extraction from LIDAR digital elevation
models and WorldView imagery, Journal of Applied
Remote Sensing, Vol. 3 (1), 033571.
61. A Mohammadzadeh, MJV Zoej, A Tavakoli, 2009, Automatic
main road extraction from high resolution satellite imageries by means of
particle swarm optimization applied to a fuzzy-based mean calculation approach,
Journal of the Indian society of remote sensing, Vol. 37 (2), 173.
62. A Mohammadzadeh, MJ Zoej, A Tavakoli, 2008, Automatic
main road extraction from high resolution satellite imageries by means of
self-learning Fuzzy-GA algorithm, Journal of Applied Remote Sensing, Vol. 8
(19), 3431-3438.
63. A Mansourian,
MJ Valadan Zoej, A
Mohammadzadeh, M Farnaghi, 2008, Design and
implementation of an on-demand feature extraction web service to facilitate
development of spatial data infrastructures Computers, Environment and Urban
Systems, Vol. 32 (5), 377-385.
64. A Moghtaderi,
F Moore, A Mohammadzadeh, 2007, The application of advanced space-borne thermal
emission and reflection (ASTER) radiometer data in the detection of alteration
in the Chadormalu paleocrater,
Bafq region, Journal of Asian Earth Sciences, Vol. 30
(2), 238-252.
65. A Mohammadzadeh, A Tavakoli, MJ Valadan Zoej, 2006, Road extraction based on fuzzy logic and
mathematical morphology from pan‐sharpened IKONOS images, The photogrammetric record,
Vol. 21 (113), 44-60.
Invited to the Conferences and
International Schools
1)
Co-chair of the Technical Session V- Feature
Extraction from SAR Images: ISPRS Commission VIIWG
2 & WG 7 Conference on Information Extraction from SAR and
Optical Data, with emphasis on Developing Countries 16-18
May 2007 ISTANBUL
2)
Organizer of the Special Session
of Artificial neural networks applications in Remote Sensing and Geomatics
engineering in 11th International Conference on Artificial Neural
Networks (IWANN2011).
3)
Referee Committee Member of Geomatics
conference held jointly by NCC & ISPRS, Tehran,
Iran, 2011, 2012, 2013.
4)
Teaching some lessons about Disaster
Management using RS data in Iran-French Summer School, 7th-10th
of July 2018.
5)
General Chair of the Second Bioday Conference of K.N.Toosi University, 7th of January 2020.
http://bioday.kntu.ac.ir/fa/
6)
Organizing a special issue in IEEE JSTAR by me and
3 other experts:
http://www.grss-ieee.org/wp-content/uploads/2020/11/cfp_change_detection.pdf
7)
Manager of the four following Sessions in IEEE
IGARSS2020:
a. Ocean Surface
Winds and Currents
b. Detection and
Classification in Urban Environment
c. Global
Precipitation Measurement Mission with Emphasis on Coastal Observations
d. Atmospheric
Sounding: Missions, Technology, Methods and Applications
8)
In recent years, I contributed for organizing a special issue in IEEE
JSTAR journal entitled Advances in change detection and analysis using
multi-source remote sensing data by me and 3 other colleagues: http://www.classic.grss-ieee.org/jstars-special-issues/
9)
More recently there is another special issue of Optical Remote Sensing
Applications in Urban Areas II in Remote Sensing journal (ISSN 2072-4292)
by me and 2 other colleagues: https://www.mdpi.com/journal/remotesensing/special_issues/Optical_RS_Urban_II#
Awards and Honors
1) Excellent
student of the National Intellect School in Ardabil Province
Branch, North-West of Iran, 1996
2) The third
rank student among Geomatics & Geodesy B.Sc. students,
January 2000
3) The first
rank student among Remote Sensing M.Sc. students, January 2003
4) Remote
Sensing Exemplary Researcher Award, K.N.Toosi University
of Technology, December 2005
5) Remote
Sensing Exemplary Researcher Award, K.N.Toosi University
of Technology, February 2008
6) Remote Sensing
Exemplary Researcher Award, K.N.Toosi University
of Technology, February 2007
7) Awarded PhD
studies scholarship from Iran ministry of Science & Education from
2006-2009
8) Awarded a
scholarship from UN and ISPRS to attend the International School for LiDAR Technology 31 April to 4
May 2008 Kanpur, India
9) Erasmusmundes Scholarship award for One-month scientific visit from Faculty
of Geo-Information Science and Earth Observation, Twente University, Under
supervision of Dr. Kourosh Khoshelham,
2013.
Selected
International Conferences
1) Mohammadzadeh, A. ,Tavakoli, A., Valadan Zoej, M.J., 2004.
"Automatic linear feature extraction of Iranian road from high resolution
multi-spectral satellite imagery", International Archives of
Photogrammetry and Remote Sensing, Istanbul, Turkey, PS ThS
12: Automated Object Extraction and Computer Vision Application, July, 2004,
13:30 - 15:30
2) Mohammadzadeh,
A., Valadan Zoej, M.J., Tavakoli, A., 2006. "An overview to the applications
of airborne lidar systems", 2006, The 13th Australian Remote Sensing and
Photogrammetry Conference, Sensor Technologies (2) High Spatial Resolution, 23
November, Canberra, Australia.
3) Mohammadzadeh,
A., Valadan Zoej, M.J., Tavakoli, A., 2006. "Semi-automatic planimetric
feature extraction from landsat TM imagery using
fuzzy reasoning rules", 2006, The 13th Australian Remote Sensing and
Photogrammetry Conference, Regional Mapping Programs: NSW Experience, 24
November, Canberra, Australia.
4) Mohammadzadeh,
A., Valadan Zoej, M.J., Tavakoli, A., 2007. "New fusion method applied on
IKONOS satellite images of urban and rural areas". 4th IEEE/ISPRS joint
conference: on Urban Remote Sensing, Paris, France. 11-13 April.
5) Mohammadzadeh, A.,
Valadan Zoej, M.J., Tavakoli, A., 2007, Automatic class mean calculation of
road surface from IKONOS images using fuzzy logic and particle swarm
optimization, Photogrammetric Image Analysis (PIA07), 19-21 September, Munich,
Germany.
6) Ekhtari,
N., Sahebi, M.R., Valadan Zoej, M.J., Mohammadzadeh, A., 2008, Automatic Building
Extraction from LIDAR Point Cloud Data, International Archives of
Photogrammetry and Remote Sensing, Beijing, China, PS WGIV/3: Automated
Geo-spatial Data Acquisition and Mapping, July, 2008, 13:30 - 15:30.
7) Mohammadzadeh,
A., Valadan Zoej, M. J.,
2008, A State of Art on Airborne Lidar Application in Hydrology and
Oceanography: A Comprehensive Overview, International Archives of
Photogrammetry and Remote Sensing, Beijing, China, PS WGI/2 (1): SAR Systems,
July, 2008, 13:30 - 15:30.
8) Esmaily, M.
R., Valadan Zouj, M. J., Sahebi, M. R., Mohammadzadeh, A., 2008, Satellite Image
Fusion to enhance Masked Objects with Emphasis on Region based Methods,
International Archives of Photogrammetry and Remote Sensing, Beijing, China, PS
WG VII/6: Remote Sensing Data Fusion, July, 2008, 13:30 - 15:30.
9) Ekhtari,
N., Valadan Zoej, M.J., Sahebi, M.R., Mohammadzadeh, A., 2008, Automatic building
detection and extraction from lidar point cloud data and high-resolution
imagery, IEEE International Geoscience & Remote Sensing Symposium, Boston,
Massachusetts, U.S.A., July 6-11, 17:00 - 18:30.
10) Baligh, A.,
Valadan Zoej, M.J.,
Mohammadzadeh, A., 2008, Bare earth extraction from airborne LiDAR data using
different filtering methods, ISPRS conference, Vol. XXXVII. Part B3b, Beijing,
pp. 237-240.
11) Ekhtari,
N., Sahebi, M. R., Valadan Zoej, M. J., Mohammadzadeh, A., 2008. Semi-Automatic
Building Extraction from LIDAR Data and High-Resolution Image, Map India
Conference, 6-8 February, Greater Nodia, India.
12) Owrangi,
I., Rahnamaee, M., Mohammadzadeh, A., Afshin Sharifan, R., 2010, Using AVHRR-based vegetation indices
for drought monitoring in south of Iran, Water2010: Hydrology, Hydraulics and
Water Resources in an Uncertain Environment, Quebec, Canada.
13) Owrangi,
I., Rahnamaee, M., Mohammadzadeh, A., Afshin Sharifan, R., 2010, Using SPOT-VEG Based Vegetation Indices
Compared with AVHRR Based Vegetation Indices for Drought Monitoring in South of
Iran, Remote Sensing and Hydrology 2010 Symposium, Wyoming, USA.
14) Haghigattalab, Mohammadzadeh, A., A., Valadan Zoej, Taleai, M., 2010,
Post-earthquake road damage assessment using region-based algorithms from high
resolution satellite image, Proc. of SPIE: Image and Signal Processing for
Remote Sensing XVI, edited by Lorenzo Bruzzone, Vol.
7830, doi: 10.1117/12.864538.
15) Ghasemi,
N., Sahebi, M. R., Mohammadzadeh, A., Bayani, R., 2011, Biomass Estimation by ALOS-PALSAR Images
Using Wavelet Transform In Natural Forest Area, SPIE
conference: LIDRA&RADAR 2011.
16) Ghasemi,
N., Sahebi, M. R., Mohammadzadeh, A., Bayani, R., 2011, Evaluation of pixel-based Minnaert topographic correction method in a rugged forest,
3rd Conference on Earth Observation of Global Changes (EOGC 2011), 13 - 15
April 2011, Munich, Germany.
17) Ghasemi,
N., Mohammadzadeh, A., Sahebi, M. R., Bayani, R., 2011, Comparison of topographic normalization
methods in a rugged forest area, ICESE 2011 Conference, April 1-3, Bali Island,
Indonesia.
18) Ghassabi,
Z., Shanbehzadeh, J., Mohammadzadeh, A., 2015, A struture-based region detector for retinal image
registration, IEEE International Conference on Image Processing (ICIP), Quebec,
Canada.
19) M. Salehi, A.
Mohammadzadeh and Y. Maghsoudi, 2016,
"Multitemporal multidimensional speckle filtering of PolSAR
images," 2016 IEEE International Geoscience and Remote Sensing Symposium
(IGARSS), Beijing, pp. 4749-4752, doi:
10.1109/IGARSS.2016.7730239.
20) Ahmadi, S.A.,
Mohammadzadeh, A., 2017, A simple method for detecting and tracking vehicles
and vessels from high resolution spaceborne videos, Joint Urban Remote Sensing
Event (JURSE), Dubai, UAE.
21) Amani, M., Ghorbanian, A., Mahdavi, S., Mohammadzadeh, A., 2019,
Iranian land cover mapping using landsat-8 imagery and random forest algorithm,
The International Archives of the Photogrammetry, Remote Sensing and Spatial
Information Sciences, Volume XLII-4/W18, GeoSpatial Conference : Joint Conferences of SMPR and GI Research, 12
to 14 October 2019, Karaj, Iran.
Teaching Experiences and Supervision of M.Sc./PhD
Thesis and Laboratories:
During
the past 10 years of teaching, I have given lectures for the following courses:
1) Principles of Remote Sensing
(B.Sc. level)
2) Computer Programming: C++ and Matlab (B.Sc. level)
3) Image Processing (B.Sc. level)
4) Applications of Remote Sensing
(B.Sc. level)
5) Management of Remote Sensing Data
(M.Sc. level)
6) Optimization and its applications
in Geomatics Engineering (Ph.D. level)
7) Spatial and Radiometric
Calibration of Remote Sensing Sensor (Ph.D. level)
8) Fuzzy Logic and Artificial Neural
Networks in Remote Sensing (M.Sc. level)
9) Applications of Remote Sensing in
Disaster Management
Current year of 2021 I am
responsible for the following courses:
1) Airborne LiDAR Technology and Its
applications (JKIP Students- KNTU & Twente University joint program in
English)
2) Airborne LiDAR Technology and Its
applications (M.Sc. level)
3) Terrestrial LiDAR Technology
(B.Sc.)
4) Physics of Remote Sensing (M.Sc.)
During
the past 10 years, over 40 M.Sc. students are graduated under my supervision of
co-supervision and 3 Ph.D. students are graduated. Now I 3 Ph.D. students are
under my supervision and I have 3 professors from Sweden, South Aftrica and Japan who become their co-supervisors.
I established the faculty laboratory
called Laser Scanners and now a bench mark data is available for public use
through its website.
Professional Service
1)
From 2018 to 2022, I was serving as committee member
of the faculty for evaluation and promotion of the academic staff to approve
tenured position.
2)
I have reviewed many papers for
high quality journals which some of them are Remote Sensing (MDPI), IEEE TGRS,
IEEE GRSL, IJRS, PE&RS, ISPRS, RS Letters, The Photogrammetric Record, IEEE
JSTAR
3)
Associate Editor of Frontiers in
Remote Sensing- Image Analysis and Classification
4)
Editorial Board member of Remote
Sensing of Land
Languages
Persian (Bilingual - Mother Tongue)
Azeri
Turkish (Bilingual
- Mother Tongue)
English (Professional)
French (Elementary)