Prof. Dr.-Ing. Hossein Arefi
Fachbereich Technik, Hochschule Mainz
- 06131/628-1411
0000-0002-8014-624X
Khankeshizadeh, Ehsan; Mohammadzadeh, Ali; Arefi, Hossein et al.
A Novel Weighted Ensemble Transferred U-Net Based Model (WETUM) for Postearthquake Building Damage Assessment From UAV Data: A Comparison of Deep Learning- and Machine Learning-Based ApproachesTransactions on Geoscience and Remote Sensing. Bd. 62. IEEE 2024 S. 1 - 17 4701317
Brochhagen, Severin; Amini Amirkolaee, Hamed; Arefi, Hossein
Bridging the Quality Gap in Remote Sensing Satellite Imagery Using Super-Resolution and Transfer LearningAllgemeine Vermessungsnachrichten (AVn). Bd. 1. 2024 S. 48 - 56
Seydi, S. T.; Arefi, Hossein
A comparison of deep learning-based super-resolution frameworks for sentinel-2 imagery in urban areasAnnals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-1/W1-2023. Göttingen: Copernicus GmbH 2023 S. 1021 - 1026
Farajelahi, B.; Najaf, M.; Arefi, Hossein
Comparing the Performance of Roof Segmentation Methods in an Urban Environment Using Digital Elevation DataAnnals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-4. H. W1. Copernicus 2023 S. 165 - 170
Fathipoor, Hafez; Shah-Hosseini, Reza; Arefi, Hossein
Crop and Weed Segmentation on Ground-based Images Using Deep Convolutional Neural NetworkAnnals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-4. H. W1. Copernicus 2023 S. 195 - 200
Mahphood, Ahmad; Arefi, Hossein
Density-based Method for Building Detection from Lidar Point CloudAnnals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-4. H. W1. Copernicus 2023 S. 423 - 428
Rahmani, Asghar; Sarmadian, Fereydoon; Arefi, Hossein
Digital modeling and prediction of soil subgroup classes using deep learning approach in a part of arid and semi-arid lands of Qazvin PlainIranian Journal of Soil and Water Research. Bd. 53. H. 11. 2023 S. 2477 - 2499
Naali, F.; Alipour-Fard, T.; Arefi, H.
Evaluation of Different Parameters for Plant Classification by Pre-Trained Deep Learning Models with Bigearthnet DatasetRemote Sensing and Spatial Information Sciences. Bd. 10. 2023 S. 569 - 574
Farajelahi, B.; Eya, F. F.; Arefi, Hossein
Forest Modeling and Inventory Estimation Using Lidar DataAnnals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-4. H. W1. Copernicus 2023 S. 159 - 164
Mahphood, Ahmad; Arefi, Hossein
Improved Tornado Method for Ground Point Filtering from Lidar Point CloudsAnnals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-4. H. W1. Copernicus 2023 S. 429 - 436
Ghanbari, R.; Heidarimozaffar, M.; Soltani, A. et al.
Land surface temperature analysis in densely populated zones from the perspective of spectral indices and urban morphologyInternational Journal of Environmental Science and Technology. Bd. 1. Springer LLC 2023 S. 1 - 20
Şengün, E.; Arefi, H.; Aksoy, S. et al.
Modelling Urban Heat Island with Landsat Images and LiDAR DatasetsJournal of Geospatial Surveying. Bd. 3. H. 1. Sri Lanka Journals Online (SLJOL) 2023 S. 14
Najaf, M.; Arefi, H.; Amini Amirkolaee, H. et al.
Monocular Depth Estimation of Google Earth Images Using Convolutional Neural NetworksRemote Sensing and Spatial Information Sciences. Bd. 10. 2023 S. 589 - 594
Mahphood, Ahmad; Arefi, Hossein
New and Rapid Methods for Gridding of Point CloudsAnnals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-4. H. W1. Copernicus 2023 S. 437 - 442
Abdollahi, Ali; Arefi, Hossein; Malihi, Shirin et al.
Progressive Model-Driven Approach for 3D Modeling of Indoor SpacesSensors. Bd. 23. H. 13. 2023 5934
Rahmani, Asghar; Sarmadian, Fereydoon; Arefi, Hossein
Digital Mapping of Top-soil Thickness and Associated Uncertainty Using Machine Learning Approach in Some Part of Arid and Semi-arid Lands of Qazvin PlainIranian Journal of Soil and Water Research. Bd. 53. H. 3. 2022 S. 585 - 602
Amini Amirkolaee, Hamed; Arefi, Hossein; Ahmadlou, Mohammad et al.
DTM Extraction from DSM Using a Multi-scale DTM Fusion Strategy based on Deep LearningRemote Sensing of Environment. Bd. 274. Elsevier B.V. 2022 113014
Afsharnia, Hamed; Arefi, Hossein; Abbasi, Madjid
Geometric correction of satellite stereo images by DEM matching without ground control points and map projection step: tested on Cartosat-1 images.Earth Sci. Informatics. Bd. 15. H. 2. 2022 S. 1183 - 1199
Mahphood, Ahmad; Arefi, Hossein
Grid-based Building Outline Extraction from Ready-made Building PointsAutomation in Construction. Bd. 139. Elsevier B.V. 2022 104321
Nasiri, Vahid; Asghar Darvishsefat, Ali; Arefi, Hossein et al.
Modeling Forest Canopy Cover: A Synergistic Use of Sentinel-2, Aerial Photogrammetry Data, and Machine Learning.Remote. Sens. Bd. 14. H. 6. 2022 S. 1453
Mehranfar, Mansour; Arefi, Hossein; Alidoost, Fatemeh
A PROJECTION-BASED RECONSTRUCTION ALGORITHM FOR 3D MODELING OF BRIDGE STRUCTURES FROM DRONE-BASED POINT CLOUDThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. XLVI-4/W1-2021. Copernicus GmbH 2021 S. 77 - 83
Mehranfar, Mansour; Arefi, Hossein; Alidoost, Fatemeh
Bridge Modeling using Segmentation of Point Cloud Captured from Photogrammetric UAVJournal of Geospatial Information Technology. Bd. 8. H. 4. CMV Verlag 2021 S. 103 - 127
Amini Amirkolaee, Hamed; Arefi, Hossein
Generating a highly detailed DSM from a single high-resolution satellite image and an SRTM elevation modelRemote Sensing Letters. Bd. 12. H. 4. Informa UK Limited 2021 S. 335 - 344
Mehranfar, Mansour; Arefi, Hossein; Alidoost, Fatemeh
Knowledge-based 3D reconstruction of bridge structures using UAV-based photogrammetric point cloudJournal of Applied Remote Sensing. Bd. 15. H. 4. SPIE 2021 044503
Alipourfard, Tayeb; Eugenia Paoletti, Mercedes; Mario Haut, Juan et al.
Multibranch Selective Kernel Networks for Hyperspectral Image Classification.IEEE Geosci. Remote. Sens. Lett. Bd. 18. H. 6. 2021 S. 1089 - 1093
Sofla, Reza A. D.; Alipour-Fard, Tayeb; Arefi, Hossein
Road Extraction from Satellite and Aerial Image Using SE-UnetJournal of Applied Remote Sensing. Bd. 15. H. 1. SPIE 2021 014512
Naali, F.; Alipour-Fard, Tayeb; Arefi, Hossein
Spatial Resolution Sensitivity Analysis of Classification of Sentinel-2 Images by Pre-trained Deep Models from Big Earth Net DatabaseThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. XLIII. H. B3. Copernicus 2021 S. 87 - 92
Zavar, H.; Arefi, H.; Malihi, S. et al.
Topology-Aware 3D Modelling of Indoor Spaces from Point CloudsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 43. 2021 S. 267 - 274
Nasiri, Vahid; Darvishsefat, Ali A.; Arefi, Hossein et al.
UAV-Based Canopy Height Modeling under Leaf-on and Leaf-off Conditions for Determining Tree Height and Crown Diameter (Case study: Hyrcanian mixed Forest)Canadian Journal of Forest Research. Bd. 51. H. 7. 2021 S. 962 - 971
Nasiri, Vahid; Darvishsefat, Ali A.; Arefi, Hossein et al.
Unmanned aerial vehicles (UAV)-based canopy height modeling under leaf-on and leaf-off conditions for determining tree height and crown diameter (case study: Hyrcanian mixed forest)Canadian Journal of Forest Research. Bd. 51. H. 7. Canadian Science Publishing 2021 S. 962 - 971
Nasiri, Vahid; Darvishsefat, Ali A.; Arefi, Hossein et al.
Unmanned aerial vehicles (UAV)-based canopy height modeling under leaf-on and leaf-off conditions for determining tree height and crown diameter (case study: Hyrcanian mixed forest)Canadian Journal of Forest Research. Bd. 51. H. 7. 2021 S. 962 - 971
Tavasoli, Negar; Arefi, Hossein
Comparison of capability of SAR and optical data in mapping forest above ground biomass based on machine learningTeheran. 2020
Sahebdivani, Shima; Arefi, Hossein; Maboudi, Mehdi
Deep learning based classification of color point cloud for 3D reconstruction of interior elements of buildingsTeheran. 2020
Nasiri, Vahid; Darvishsefat, Ali A.; Arefi, Hossein et al.
Estimating Mean Tree Crown Diameter using UAV Imagery Based on Multi Resolution and Watershed Segmentation Methods (Case study: Kheyrud Forest)Iranian Journal of Forest. Bd. 12. H. 1. 2020 S. 131 - 145
Tatar, Nurollah; Arefi, Hossein; Hahn, Michael
High-resolution satellite stereo matching by object-based semiglobal matching and iterative guided edge-preserving filterGeoscience and Remote Sensing Letters. Bd. 18. H. 10. IEEE 2020 S. 1841 - 1845
Lotfi, M.; Arefi, H.; Bahroudi, A.
Investigating Alteration Zone Mapping Using EO-1 Hyperion Imagery and Airborne Geophysics DataJournal of Mining and Environment. Bd. 11. H. 2. 2020 S. 405 - 417
Kardan, Nazila; Arefi, Hossein; Ahmadi, Pouya
Modeling the discharge of Karun River Using a New Method Based on the Joint LSTM and GRU Neural NetworksIranian journal of Ecohydrology. Bd. 7. H. 3. 2020 S. 619 - 633
Khoshboresh-Masouleh, Mehdi; Alidoost, Fatemeh; Arefi, Hossein
Multiscale building segmentation based on deep learning for remote sensing RGB images from different sensorsJournal of Applied Remote Sensing. Bd. 14. H. 3. SPIE 2020 S. 1
Sahebdivani, Shima; Arefi, Hossein; Maboudi, Mehdi
Rail Track Detection and Projection-Based 3D Modeling from UAV Point Cloud.Sensors. Bd. 20. H. 18. 2020 S. 5220
Asadi, Anahita; Arefi, Hossein; Fathipoor, Hafez
Simulation of green roofs and their potential mitigating effects on the urban heat island using an artificial neural network: A case study in Austin, TexasAdvances in Space Research. Bd. 66. H. 8. Elsevier B.V. 2020 S. 1846 - 1862
Alipour-Fard, Tayeb; Arefi, Hossein
Structure aware generative adversarial networks for hyperspectral image classificationJournal of Selected Topics in Applied Earth Observations and Remote Sensing. Bd. 13. IEEE 2020 S. 5424 - 5438
Alipourfard, Tayeb; Arefi, Hossein
Structure Aware Generative Adversarial Networks for Hyperspectral Image Classification.IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Bd. 13. 2020 S. 5424 - 5438
Mahphood, Ahmad; Arefi, Hossein
Tornado method for ground point filtering from LiDAR point cloudsAdvances in Space Research. Bd. 66. H. 7. Elsevier B.V. 2020 S. 1571 - 1592
Hosseinian, Sahar; Arefi, Hossein; Navab, Nassir
Toward an End-to-End Calibration for Mobile C-Arm in Combination with a Depth Sensor for Surgical Augmented Reality Applications.Sensors. Bd. 20. H. 1. 2020 S. 36
Salehiyan Qamsary, Sona; Arefi, Hossein; Shah-Hosseini, Reza
Unsupervised change detection monitoring by feature change extraction using bi-temporal high resolution polarimetric SAR imagesEarth Observation and Geomatics Engineering. Bd. 4. H. 1. 2020 S. 66 - 80 78848
Ahmadi, Pouya; Arefi, Hossein; Kardan, Nazila
Using Satellite Images the Sentinel-2 for Improving the Classification of Agricultural Products via Artificial Intelligence Methods to Manage the Reservoir Dams OperationIranian journal of Ecohydrology. Bd. 7. H. 3. 2020 S. 675 - 690
Alidoost, Fatemeh; Arefi, Hossein; Hahn, Michael
Y-shaped convolutional neural network for 3d roof elements extraction to reconstruct building models from a single aerial imageAnnals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 2. ISPRS 2020 S. 321 - 328
Alidoost, Fatemeh; Arefi, Hossein; Tombari, Federico
2D Image-To-3D Model: Knowledge-Based 3D Building Reconstruction (3DBR) Using Single Aerial Images and Convolutional Neural Networks (CNNs).Remote. Sens. Bd. 11. H. 19. 2019 S. 2219
Amini Amirkolaee, H.; Arefi, H.
3D change detection in urban areas based on DCNN using a single imageThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 89 - 95
Afsharnia, Hamed; Arefi, Hossein
A quality assessment on the DEM matching-based RPC bias correctionEarth Observation and Geomatics Engineering. Bd. 3. H. 2. 2019 S. 12 - 23