Prof. Dr. Hossein Arefi

Active since 2021 SciPort RLP
Hossein Arefi Vanessa Liebler, CC BY SA 4.0

Room C2.27 +49 6131-628-1411

hossein.arefi@hs-mainz.de

Role

  • Professor

Research Area

  • 3D measurement technology
Hossein Arefi Vanessa Liebler, CC BY SA 4.0

Projects

Publications

  1. 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 Approaches

    Khankeshizadeh, Ehsan; Mohammadzadeh, Ali; Arefi, Hossein et al.

    Transactions on Geoscience and Remote Sensing. Bd. 62. IEEE 2024 S. 1 - 17 4701317

  2. Bridging the Quality Gap in Remote Sensing Satellite Imagery Using Super-Resolution and Transfer Learning

    Brochhagen, Severin; Amini Amirkolaee, Hamed; Arefi, Hossein

    Allgemeine Vermessungsnachrichten (AVn). Bd. 1. 2024 S. 48 - 56

  3. Quality Analysis of 3D Point Cloud Using Low-Cost Spherical Camera for Underpass Mapping

    Rezaei, Sina; Maier, Angelina; Arefi, Hossein

    Sensors. Bd. 24. H. 11. MDPI 2024 S. 3534

  4. A comparison of deep learning-based super-resolution frameworks for sentinel-2 imagery in urban areas

    Seydi, S. T.; Arefi, Hossein

    Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-1/W1-2023. Göttingen: Copernicus GmbH 2023 S. 1021 - 1026

  5. Comparing the Performance of Roof Segmentation Methods in an Urban Environment Using Digital Elevation Data

    Farajelahi, B.; Najaf, M.; Arefi, Hossein

    Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-4. H. W1. Copernicus 2023 S. 165 - 170

  6. Crop and Weed Segmentation on Ground-based Images Using Deep Convolutional Neural Network

    Fathipoor, Hafez; Shah-Hosseini, Reza; Arefi, Hossein

    Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-4. H. W1. Copernicus 2023 S. 195 - 200

  7. Density-based Method for Building Detection from Lidar Point Cloud

    Mahphood, Ahmad; Arefi, Hossein

    Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-4. H. W1. Copernicus 2023 S. 423 - 428

  8. Digital modeling and prediction of soil subgroup classes using deep learning approach in a part of arid and semi-arid lands of Qazvin Plain

    Rahmani, Asghar; Sarmadian, Fereydoon; Arefi, Hossein

    Iranian Journal of Soil and Water Research. Bd. 53. H. 11. 2023 S. 2477 - 2499

  9. Evaluation of Different Parameters for Plant Classification by Pre-Trained Deep Learning Models with Bigearthnet Dataset

    Naali, F.; Alipour-Fard, T.; Arefi, H.

    Remote Sensing and Spatial Information Sciences. Bd. 10. 2023 S. 569 - 574

  10. Forest Modeling and Inventory Estimation Using Lidar Data

    Farajelahi, B.; Eya, F. F.; Arefi, Hossein

    Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-4. H. W1. Copernicus 2023 S. 159 - 164

  11. Improved Tornado Method for Ground Point Filtering from Lidar Point Clouds

    Mahphood, Ahmad; Arefi, Hossein

    Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-4. H. W1. Copernicus 2023 S. 429 - 436

  12. Land surface temperature analysis in densely populated zones from the perspective of spectral indices and urban morphology

    Ghanbari, R.; Heidarimozaffar, M.; Soltani, A. et al.

    International Journal of Environmental Science and Technology. Bd. 1. Springer LLC 2023 S. 1 - 20

  13. Modelling Urban Heat Island with Landsat Images and LiDAR Datasets

    Şengün, E.; Arefi, H.; Aksoy, S. et al.

    Journal of Geospatial Surveying. Bd. 3. H. 1. Sri Lanka Journals Online (SLJOL) 2023 S. 14

  14. Monocular Depth Estimation of Google Earth Images Using Convolutional Neural Networks

    Najaf, M.; Arefi, H.; Amini Amirkolaee, H. et al.

    Remote Sensing and Spatial Information Sciences. Bd. 10. 2023 S. 589 - 594

  15. New and Rapid Methods for Gridding of Point Clouds

    Mahphood, Ahmad; Arefi, Hossein

    Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Bd. X-4. H. W1. Copernicus 2023 S. 437 - 442

  16. Progressive Model-Driven Approach for 3D Modeling of Indoor Spaces

    Abdollahi, Ali; Arefi, Hossein; Malihi, Shirin et al.

    Sensors. Bd. 23. H. 13. 2023 5934

  17. Digital Mapping of Top-soil Thickness and Associated Uncertainty Using Machine Learning Approach in Some Part of Arid and Semi-arid Lands of Qazvin Plain

    Rahmani, Asghar; Sarmadian, Fereydoon; Arefi, Hossein

    Iranian Journal of Soil and Water Research. Bd. 53. H. 3. 2022 S. 585 - 602

  18. DTM Extraction from DSM Using a Multi-scale DTM Fusion Strategy based on Deep Learning

    Amini Amirkolaee, Hamed; Arefi, Hossein; Ahmadlou, Mohammad et al.

    Remote Sensing of Environment. Bd. 274. Elsevier B.V. 2022 113014

  19. Geometric correction of satellite stereo images by DEM matching without ground control points and map projection step: tested on Cartosat-1 images.

    Afsharnia, Hamed; Arefi, Hossein; Abbasi, Madjid

    Earth Sci. Informatics. Bd. 15. H. 2. 2022 S. 1183 - 1199

  20. Grid-based Building Outline Extraction from Ready-made Building Points

    Mahphood, Ahmad; Arefi, Hossein

    Automation in Construction. Bd. 139. Elsevier B.V. 2022 104321

  21. Modeling Forest Canopy Cover: A Synergistic Use of Sentinel-2, Aerial Photogrammetry Data, and Machine Learning.

    Nasiri, Vahid; Asghar Darvishsefat, Ali; Arefi, Hossein et al.

    Remote. Sens. Bd. 14. H. 6. 2022 S. 1453

  22. A PROJECTION-BASED RECONSTRUCTION ALGORITHM FOR 3D MODELING OF BRIDGE STRUCTURES FROM DRONE-BASED POINT CLOUD

    Mehranfar, Mansour; Arefi, Hossein; Alidoost, Fatemeh

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. XLVI-4/W1-2021. Copernicus GmbH 2021 S. 77 - 83

  23. Bridge Modeling using Segmentation of Point Cloud Captured from Photogrammetric UAV

    Mehranfar, Mansour; Arefi, Hossein; Alidoost, Fatemeh

    Journal of Geospatial Information Technology. Bd. 8. H. 4. CMV Verlag 2021 S. 103 - 127

  24. Generating a highly detailed DSM from a single high-resolution satellite image and an SRTM elevation model

    Amini Amirkolaee, Hamed; Arefi, Hossein

    Remote Sensing Letters. Bd. 12. H. 4. Informa UK Limited 2021 S. 335 - 344

  25. Knowledge-based 3D reconstruction of bridge structures using UAV-based photogrammetric point cloud

    Mehranfar, Mansour; Arefi, Hossein; Alidoost, Fatemeh

    Journal of Applied Remote Sensing. Bd. 15. H. 4. SPIE 2021 044503

  26. Multibranch Selective Kernel Networks for Hyperspectral Image Classification.

    Alipourfard, Tayeb; Eugenia Paoletti, Mercedes; Mario Haut, Juan et al.

    IEEE Geosci. Remote. Sens. Lett. Bd. 18. H. 6. 2021 S. 1089 - 1093

  27. Road Extraction from Satellite and Aerial Image Using SE-Unet

    Sofla, Reza A. D.; Alipour-Fard, Tayeb; Arefi, Hossein

    Journal of Applied Remote Sensing. Bd. 15. H. 1. SPIE 2021 014512

  28. Spatial Resolution Sensitivity Analysis of Classification of Sentinel-2 Images by Pre-trained Deep Models from Big Earth Net Database

    Naali, F.; Alipour-Fard, Tayeb; Arefi, Hossein

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. XLIII. H. B3. Copernicus 2021 S. 87 - 92

  29. Topology-Aware 3D Modelling of Indoor Spaces from Point Clouds

    Zavar, H.; Arefi, H.; Malihi, S. et al.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 43. 2021 S. 267 - 274

  30. UAV-Based Canopy Height Modeling under Leaf-on and Leaf-off Conditions for Determining Tree Height and Crown Diameter (Case study: Hyrcanian mixed Forest)

    Nasiri, Vahid; Darvishsefat, Ali A.; Arefi, Hossein et al.

    Canadian Journal of Forest Research. Bd. 51. H. 7. 2021 S. 962 - 971

  31. 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)

    Nasiri, Vahid; Darvishsefat, Ali A.; Arefi, Hossein et al.

    Canadian Journal of Forest Research. Bd. 51. H. 7. Canadian Science Publishing 2021 S. 962 - 971

  32. 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)

    Nasiri, Vahid; Darvishsefat, Ali A.; Arefi, Hossein et al.

    Canadian Journal of Forest Research. Bd. 51. H. 7. 2021 S. 962 - 971

  33. Comparison of capability of SAR and optical data in mapping forest above ground biomass based on machine learning

    Tavasoli, Negar; Arefi, Hossein

    Teheran. 2020

  34. Deep learning based classification of color point cloud for 3D reconstruction of interior elements of buildings

    Sahebdivani, Shima; Arefi, Hossein; Maboudi, Mehdi

    Teheran. 2020

  35. Estimating Mean Tree Crown Diameter using UAV Imagery Based on Multi Resolution and Watershed Segmentation Methods (Case study: Kheyrud Forest)

    Nasiri, Vahid; Darvishsefat, Ali A.; Arefi, Hossein et al.

    Iranian Journal of Forest. Bd. 12. H. 1. 2020 S. 131 - 145

  36. High-resolution satellite stereo matching by object-based semiglobal matching and iterative guided edge-preserving filter

    Tatar, Nurollah; Arefi, Hossein; Hahn, Michael

    Geoscience and Remote Sensing Letters. Bd. 18. H. 10. IEEE 2020 S. 1841 - 1845

  37. Investigating Alteration Zone Mapping Using EO-1 Hyperion Imagery and Airborne Geophysics Data

    Lotfi, M.; Arefi, H.; Bahroudi, A.

    Journal of Mining and Environment. Bd. 11. H. 2. 2020 S. 405 - 417

  38. Modeling the discharge of Karun River Using a New Method Based on the Joint LSTM and GRU Neural Networks

    Kardan, Nazila; Arefi, Hossein; Ahmadi, Pouya

    Iranian journal of Ecohydrology. Bd. 7. H. 3. 2020 S. 619 - 633

  39. Multiscale building segmentation based on deep learning for remote sensing RGB images from different sensors

    Khoshboresh-Masouleh, Mehdi; Alidoost, Fatemeh; Arefi, Hossein

    Journal of Applied Remote Sensing. Bd. 14. H. 3. SPIE 2020 S. 1

  40. Rail Track Detection and Projection-Based 3D Modeling from UAV Point Cloud.

    Sahebdivani, Shima; Arefi, Hossein; Maboudi, Mehdi

    Sensors. Bd. 20. H. 18. 2020 S. 5220

  41. Simulation of green roofs and their potential mitigating effects on the urban heat island using an artificial neural network: A case study in Austin, Texas

    Asadi, Anahita; Arefi, Hossein; Fathipoor, Hafez

    Advances in Space Research. Bd. 66. H. 8. Elsevier B.V. 2020 S. 1846 - 1862

  42. Structure aware generative adversarial networks for hyperspectral image classification

    Alipour-Fard, Tayeb; Arefi, Hossein

    Journal of Selected Topics in Applied Earth Observations and Remote Sensing. Bd. 13. IEEE 2020 S. 5424 - 5438

  43. Structure Aware Generative Adversarial Networks for Hyperspectral Image Classification.

    Alipourfard, Tayeb; Arefi, Hossein

    IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Bd. 13. 2020 S. 5424 - 5438

  44. Tornado method for ground point filtering from LiDAR point clouds

    Mahphood, Ahmad; Arefi, Hossein

    Advances in Space Research. Bd. 66. H. 7. Elsevier B.V. 2020 S. 1571 - 1592

  45. Toward an End-to-End Calibration for Mobile C-Arm in Combination with a Depth Sensor for Surgical Augmented Reality Applications.

    Hosseinian, Sahar; Arefi, Hossein; Navab, Nassir

    Sensors. Bd. 20. H. 1. 2020 S. 36

  46. Unsupervised change detection monitoring by feature change extraction using bi-temporal high resolution polarimetric SAR images

    Salehiyan Qamsary, Sona; Arefi, Hossein; Shah-Hosseini, Reza

    Earth Observation and Geomatics Engineering. Bd. 4. H. 1. 2020 S. 66 - 80 78848

  47. Using Satellite Images the Sentinel-2 for Improving the Classification of Agricultural Products via Artificial Intelligence Methods to Manage the Reservoir Dams Operation

    Ahmadi, Pouya; Arefi, Hossein; Kardan, Nazila

    Iranian journal of Ecohydrology. Bd. 7. H. 3. 2020 S. 675 - 690

  48. Y-shaped convolutional neural network for 3d roof elements extraction to reconstruct building models from a single aerial image

    Alidoost, Fatemeh; Arefi, Hossein; Hahn, Michael

    Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 2. ISPRS 2020 S. 321 - 328

  49. 2D Image-To-3D Model: Knowledge-Based 3D Building Reconstruction (3DBR) Using Single Aerial Images and Convolutional Neural Networks (CNNs).

    Alidoost, Fatemeh; Arefi, Hossein; Tombari, Federico

    Remote. Sens. Bd. 11. H. 19. 2019 S. 2219

  50. 3D change detection in urban areas based on DCNN using a single image

    Amini Amirkolaee, H.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 89 - 95

  51. A quality assessment on the DEM matching-based RPC bias correction

    Afsharnia, Hamed; Arefi, Hossein

    Earth Observation and Geomatics Engineering. Bd. 3. H. 2. 2019 S. 12 - 23

  52. Air pollution estimation using aerosol optical thickness by oli images in Tehran

    Mozafari, S. M.; Hasanlou, M.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 779 - 782

  53. Building outline extraction from aerial images using convolutional neural networks

    Alidoost, F.; Arefi, H.; Tombari, F.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 57 - 61

  54. C-arm pose estimation and navigation in surgeries for augmented reality application

    Hosseinian, S.; Arefi, H.; Navab, N.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 497 - 505

  55. Central auditory processing tests as diagnostic tools for the early identification of elderly individuals with mild cognitive impairment

    Jalaei, Bahram; Valadbeigi, Ayub; Panahi, Rasool et al.

    Journal of audiology & otology. Bd. 23. H. 2. 2019 S. 83

  56. Change detection in urban area using decision level fusion of change maps extracted from optical and Polarimetric SAR images

    Salehian, Sona; Arefi, Hossein; Shah Hosseini, Reza

    Journal of Geomatics Science and Technology. Bd. 8. H. 4. 2019 S. 6 - 7

  57. CNN-based estimation of pre-and post-earthquake height models from single optical images for identification of collapsed buildings

    Amini Amirkolaee, Hamed; Arefi, Hossein

    Remote Sensing Letters. Bd. 10. H. 7. 2019 S. 679 - 688

  58. Convolutional neural network architecture for digital surface model estimation from single remote sensing image

    Amirkolaee, Hamed Amini; Arefi, Hossein

    Journal of Applied Remote Sensing. Bd. 13. H. 1. SPIE 2019 S. 1

  59. Corn forage yield prediction using unmanned aerial vehicle images at mid-season growth stage

    Fathipoor, Hafez; Arefi, Hossein; Shah-Hosseini, Reza et al.

    Journal of Applied Remote Sensing. Bd. 13. H. 03. SPIE-Intl Soc Optical Eng 2019 S. 1 034503

  60. Dense multi-view image matching for dsm generation from satellite images

    Mahphood, A.; Arefi, H.; Hosseininaveh, A. et al.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 709 - 715

  61. Detecting Probable Rockfalls in Open Pit Mines Based on Uav Point Clouds

    Yousefi, S. M.; Arefi, H.; Bahroudi, A.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 1091 - 1096

  62. Digital surface model extraction with high details using single high resolution satellite image and SRTM global DEM based on deep learning

    Amini Amirkolaee, Hamed; Arefi, Hossein

    Engineering Journal of Geospatial Information Technology. Bd. 7. H. 3. 2019 S. 173 - 198

  63. Evaluation of selected cost aggregation methods on high resolution satellite stereo images

    Tatar, N.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 1045 - 1050

  64. Fusion of UAVSAR and Quickbird data for Urban Growth Detection

    Qamsary, Sona S.; Arefi, Hossein; Shah-Hosseini, Reza

    Teheran. 2019

  65. Height estimation from single aerial images using a deep convolutional encoder-decoder network

    Amirkolaee, Hamed A.; Arefi, Hossein

    ISPRS journal of photogrammetry and remote sensing. Bd. 149. 2019 S. 50 - 66

  66. Improvement of Persistent Scatterers Detection Using Polarimetric Capability of UAVSAR Sensor

    Nikaein, T.; Arefi, H.; Akbari, V.

    Journal of Geomatics Science and Technology. Bd. 8. H. 3. 2019 S. 163 - 178

  67. Individual Tree Detection and Determination of Tree Parameters Using Uav-Based LIDAR Data

    Bayat, F.; Arefi, H.; Alidoost, F.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 179 - 182

  68. Modelling the amount of carbon stock using remote sensing in urban forest and its relationship with land use change

    Tavasoli, N.; Arefi, H.; Samiei-Esfahany, S. et al.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 1051 - 1058

  69. Modelling urban heat island using remote sensing and city morphological parameters

    Taheri Otaghsara, M. P.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 1035 - 1040

  70. Monocular depth estimation with geometrical guidance using a multi-level convolutional neural network

    Amini Amirkolaee, Hamed; Arefi, Hossein

    Applied Soft Computing. Bd. 84. 2019 S. 1 - 19

  71. Monocular depth estimation with geometrical guidance using a multi-level convolutional neural network.

    Amini Amirkolaee, Hamed; Arefi, Hossein

    Appl. Soft Comput. Bd. 84. 2019

  72. Occluded area removing from handheld laser scanner data during 3D building modelling

    Sadeghi, F.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 935 - 939

  73. SRTM DEM enhancement using a single set of PolSAR data based on the polarimetry-clinometry model

    Jafari, Mohsen; Hasanlou, Mahdi; Arefi, Hossein

    International Journal of Remote Sensing. Bd. 40. H. 23. 2019 S. 8979 - 9002

  74. Stereo rectification of pushbroom satellite images by robustly estimating the fundamental matrix

    Tatar, Nurollah; Arefi, Hossein

    International Journal of Remote Sensing. Bd. 40. Informa UK Limited 2019 S. 8879 - 8898

  75. Using scattering decomposition to improve the estimation of the topography-induced polarization orientation angle

    Jafari, Mohsen; Arefi, Hossein; Hasanlou, Mahdi

    Remote Sensing Letters. Bd. 10. H. 5. Informa UK Limited 2019 S. 459 - 468

  76. Virtual first and last pulse method for building detection from dense LiDAR point clouds

    Mahphood, Ahmad; Arefi, Hossein

    International Journal of Remote Sensing. Bd. 41. H. 3. Informa UK Limited 2019 S. 1067 - 1092

  77. Virtual training sample generation by generative adversarial networks for hyperspectral images classification

    Alipourfard, T.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2019 S. 63 - 69

  78. A CNN-Based Approach for Automatic Building Detection and Recognition of Roof Types Using a Single Aerial Image

    Alidoost, Fatemeh; Arefi, Hossein

    PFG–Journal of Photogrammetry, Remote Sensing and Geoinformation Science. Bd. 86. H. 5-6. 2018 S. 235 - 248

  79. A Comparative Assessment of Selected Algorithms on Multi Domain Registration of Remote Sensing Images

    Alidoost, Fatemeh; Arefi, Hossein

    Earth Observation and Geomatics Engineering. Bd. 2. H. 2. 2018 S. 100 - 110

  80. A Novel Bias Correction Method for Replacing Ground Control Points in the Extracted DSM from Cartosat-1 Stereo Images

    Afsharnia, H.; Arefi, H.; Sharifi, M. A.

    Journal of Geomatics Science and Technology. Bd. 8. H. 2. 2018 S. 199 - 213

  81. A Novel Deep Learning Framework by Combination of Subspace-Based Feature Extraction and Convolutional Neural Networks for Hyperspectral Images Classification.

    Alipourfard, Tayeb; Arefi, Hossein; Mahmoudi, Somayeh

    IGARSS. 2018 S. 4780 - 4783

  82. A robust object-based shadow detection method for cloud-free high resolution satellite images over urban areas and water bodies

    Tatar, Nurollah; Saadatseresht, Mohammad; Arefi, Hossein et al.

    Advances in Space Research. Bd. 61. H. 11. Elsevier B.V. 2018 S. 2787 - 2800

  83. Added Value of Multitemporal Polarimetric UAVSAR Data for Permanent Scatterers Detection.

    Nikaein, Tina; Arefi, Hossein; Akbari, Vahid

    IGARSS. 2018 S. 653 - 656

  84. Building Extraction and Modeling Using LiDAR Point Clouds Imaging on Two-Dimensional Surface

    Rezaei, M.; Arefi, H.; Rastiveis, H. et al.

    Journal of Geomatics Science and Technology. Bd. 7. H. 3. 2018 S. 139 - 150

  85. Comprehensive Evaluation of Modeling and Surface Simplification Methods for 3D Building Reconstruction from Dense Point Cloud

    Mohammadzadeh, M. R.; Arefi, H.; Alidoost, F.

    Journal of Geomatics Science and Technology. Bd. 7. H. 4. 2018 S. 163 - 175

  86. Geoinformation-Supporting Crisis and Disaster Management

    Arefi, Hossein; Behr, Franz-Josef; Alidoost, Fatemeh

    Karlsruhe. 2018

  87. Geoinformation–Supporting Crisis and Disaster Management

    Arefi, Hossein; Behr, Franz-Josef; Alidoost, Fatemeh

    Karlsruhe. 2018

  88. 3D semantic labeling using region growing segmentation based on structural and geometric attributes

    Amini Amirkolaee, H.; Arefi, H.

    Journal of Geomatics Science and Technology. Bd. 7. H. 2. 2017 S. 1 - 16

  89. A data driven method for flat roof building reconstruction from lidar point clouds

    Mahphood, A.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2017 S. 167 - 172

  90. Aerial Imagery and LiDAR Data Fusion for Unambiguous Extraction of Adjacent Level-Building's Footprints

    Mola Ebrahimi, S.; Arefi, H.; Rasti Veis, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2017 S. 179 - 183

  91. Application of Deep Learning for Emergency Response and Disaster Management

    Alidoost, Fatemeh; Arefi, Hossein

    Geoinformation supporting Crisis and Disaster Management. Karlsruhe. 2017 S. 11 - 17

  92. Automatic generation of E-LOD1 from LiDAR point cloud

    Arefi, Hossein; Sajadian, Maryam

    Earth Observation and Geomatics Engineering. Bd. 1. H. 1. 2017 S. 16 - 25

  93. Comparison of UAS-based photogrammetry software for 3D point cloud generation: A survey over a historical site

    Arefi, Hossein

    SPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 4. 2017 S. 55 - 61

  94. Comprehensive investigation on non-parametric classification methods in order to separate urban objects using the integration of very high spatial resolution LiDAR and aerial data

    Ghavami, Zinat; Arefi, Hossein; Bigdeli, Behnaz et al.

    Engineering Journal of Geospatial Information Technology. Bd. 5. H. 3. 2017 S. 77 - 97

  95. Low cost UAV-based Remote Sensing for Autonomous Wildlife Monitoring

    Mirzaie, Milad; Arefi, Hossein; Alidoost, Fatemeh

    Geoinformation Supporting Crisis and Disaster Management. Karlsruhe. 2017 S. 118

  96. Mapping Alteration Zones using Gaussian Mixture Model and Spectral Angle Mapper

    Lotfi, M.; Ghanbari, H.; Arefi, Hossein et al.

    Journal of Geomatics Science and Technology. Bd. 6,4. 2017 S. 217 - 229

  97. Optimal Weight Design Approach for the Geometrically-Constrained Matching of Satellite Stereo Images.

    Afsharnia, Hamed; Arefi, Hossein; Ali Sharifi, Mohammad

    Remote. Sens. Bd. 9. H. 9. 2017 S. 965

  98. Photogrammetry in 3D modelling of human bone structures from radiographs

    Hosseinian, S.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42-2. H. W4. 2017 S. 115 - 121

  99. Synergistic Use of LiDAR Data and Aerial Image based on Convolutional Neural Networks for Building Model Recognition

    Alidoost, Fatemeh; Arefi, Hossein

    Engineering Journal of Geospatial Information Technology. Bd. 4. H. 4. 2017 S. 103 - 121

  100. The Effect of Shadow Area on Sgm Algorithm and Disparity Map Refinement from High Resolution Satellite Stereo Images

    Tatar, N.; Saadatseresht, M.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 42. 2017 S. 281 - 286

  101. 3D building reconstruction using dense photogrammetric point cloud

    Malihi, S.; Valadan Zoej, M. J.; Hahn, M. et al.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 41. 2016 S. 71 - 74

  102. Assessment of restoration methods of X-ray images with emphasis on medical photogrammetric usage

    Hosseinian, S.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 41. 2016 S. 835 - 840

  103. Building Map Updating Based on Active Contour Models

    Gharibi, M.; Arefi, H.; Rastiveis, H. et al.

    Journal of Geomatics Science and Technology. Bd. 5. H. 4. 2016 S. 211 - 225

  104. Developing New Index to Object-Based Shadow Detection from High Resolution Satellite Images over Urban Area

    Tatar, N.; Saadatseresht, M.; Arefi, H. et al.

    Journal of Geomatics Science and Technology. Bd. 5. H. 4. 2016 S. 11 - 21

  105. Epipolar Resampling of High Resolution Satellite Stereo Images without Rational Polynomial Coefficients for Semi Global Matching

    Tatar, N.; Saadatseresht, M.; Arefi, H.

    Journal of Geomatics Science and Technology. Bd. 6. H. 1. 2016 S. 263 - 274

  106. Knowledge based 3D building model recognition using convolutional neural networks from lidar and aerial imageries

    Alidoost, Fatemeh; Arefi, Hossein

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 41. 2016 S. 833 - 840

  107. Knowledge Based 3d Building Model Recognition Using Convolutional Neural Networks from LIDAR and Aerial Imageries

    Alidoost, Fatemeh; Arefi, Hossein

    ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. XLI-B3. 2016 S. 833 - 840

  108. Outlier Detection and Relative RPC Modification of Satellite Stereo Images Using RANSAC+ RPC Algorithm

    Tatar, Nurollah; Saadatseresht, Mohammed; Arefi, Hossein

    Engineering Journal of Geospatial Information Technology. Bd. 4. H. 3. 2016 S. 43 - 56

  109. 3D Building facade reconstruction using handheld laser scanning data

    Sadeghi, F.; Arefi, H.; Fallah, A. et al.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2015 S. 625 - 630

  110. 3D Reconstruction from Multi-View Medical X-ray images–review and evaluation of existing methods

    Hosseinian, S.; Arefi, H.

    The international archives of the photogrammetry, Remote Sensing and Spatial information sciences. Bd. 40. 2015 S. 319 - 326

  111. A Dimension Reduction-Based Method for Classification of Hyperspectral and LIDAR Data

    Abbasi, H.; Arefi, H.; Bigdeli, B.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2015 S. 1 - 4

  112. A New Object-Based Framework to Detect Shodows in High-Resolution Satellite Imagery Over Urban Areas

    Tatar, Nurollah; Saadatseresht, Mohammed; Arefi, Hossein et al.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2015 S. 713 - 717

  113. A Non-Parametric Method for 3D Building Reconstruction Using Airborne Laser Scanner Point Clouds

    Sajadian, M.; Arefi, H.

    Journal of Geomatics Science and Technology. Bd. 5. H. 2. 2015 S. 167 - 180

  114. A TIN-based filtering algorithm to create DTM from LiDAR DSM

    Afsharnia, Hamed; Hadavand, Ahmad; Arefi, Hossein

    Tehran. 2015

  115. Accuracy improvement by the least squares image matching evaluated on the cartosat-1

    Afsharnia, H.; Azizi, A.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2015 S. 11 - 14

  116. An image-based technique for 3D building reconstruction using multi-view UAV images

    Alidoost, Fatemeh; Arefi, Hossein

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2015 S. 43 - 46

  117. Assessment of Reference Height Models on Quality of Tandem-X dem

    Mirzaee, S.; Motagh, M.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science. Bd. 40. 2015 S. 463 - 466

  118. Automatic generation of training data for hyperspectral image classification using Support Vector Machine

    Abbasi, B.; Arefi, H.; Bigdeli, B. et al.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2015 S. 575 - 580

  119. Automatic road extraction based on integration of high resolution LIDAR and aerial imagery

    Rahimi, Sara; Arefi, Hossein; Bahmanyar, Reza

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2015 S. 583 - 587

  120. Fusion of hyperspectral and lidar data based on dimension reduction and maximum likelihood

    Abbasi, B.; Arefi, H.; Bigdeli, B. et al.

    The International archives of the photogrammetry, Remote Sensing and Spatial information sciences. Bd. 40. 2015 S. 569 - 573

  121. Phenological tracking of agricultural feilds investigated by using dual polarimetry TanDEM-X images

    Mirzaee, S.; Motagh, M.; Arefi, H. et al.

    The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. H. 7. 2015 S. 73

  122. Quasi-epipolar resampling of high resolution satellite stereo imagery for semi global matching

    Tatar, Nurollah; Saadatseresht, Mohammed; Arefi, Hossein et al.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2015 S. 707 - 712

  123. The rational polynomial coefficients modification using digital elevation models

    Alidoost, F.; Azizi, A.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2015 S. 47 - 50

  124. Updating LIDAR DSM Using High Resolution Stereo-based DSM from Worldview-2

    Hashemi, H.; Arefi, H.; Gharibi, M. et al.

    Geospatial Engineering Journal. Bd. 6. H. 2. 2015 S. 57 - 66

  125. A data driven method for building reconstruction from LiDAR point clouds

    Sajadian, M.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2014 S. 225 - 230

  126. A Hierarchical Unsupervised Method for Tree Detection Using Aerial Imagery and LiDAR

    Talebi, S.; Zarea, A.; Sadeghian, S. et al.

    Geospatial Engineering Journal. Bd. 5. H. 3. 2014 S. 55 - 66

  127. A Multi-Agent Method for Simultaneous Building Extraction and Segmentation from LiDAR Point Cloud

    Sajadian, M.; Arefi, H.

    Journal of Geomatics Science and Technology. Bd. 4. H. 2. 2014 S. 53 - 65

  128. Advances in DSM generation and higher level information extraction from high resolution optical stereo satellite data

    Reinartz, Peter; Tian, Jiaojiao; Arefi, Hossein et al.

    34th Earsel Symposium. Warschau. 2014 S. 1 - 9

  129. Automated bias compensation of RPCs of IRS-P5 satellite images using DEM

    Alizadeh Naeini, Amin; Khazaie, Safa; Arefi, Hossein et al.

    Engineering Journal of Geospatial Information Technology. Bd. 2. H. 3. 2014 S. 85 - 90

  130. Automatic building map updating using Worldview-2 stereo images and existing outdated building map

    Gharibi, M.; Arefi, H.; Rastiveis, H. et al.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2014 S. 131 - 136

  131. Building Reconstruction Based on the Data Fusion of Lidar Point Cloud and Aerial Imagery

    Hojebri, B.; Samadzadegan, F.; Arefi, H.

    Journal of Geomatics Science and Technology. Bd. 3. H. 4. 2014 S. 103 - 130

  132. Classification of agricultural fields using time series of dual polarimetry TerraSAR-X images

    Mirzaee, S.; Motagh, M.; Arefi, H. et al.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2014 S. 191 - 196

  133. Classifier fusion of high-resolution optical and synthetic aperture radar (SAR) satellite imagery for classification in urban area

    Alipour Fard, T.; Hasanlou, M.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2014 S. 25 - 29

  134. Dimensionality reduction of hyperspectral images by combination of non-parametric weighted feature extraction (NWFE) and modified neighborhood preserving embedding (NPE)

    Alipour Fard, T.; Arefi, H.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2014 S. 31 - 34

  135. Filtering of lidar point cloud using a strip based algorithm in residential mountainous areas

    Hosseini, S. A.; Arefi, H.; Gharib, Z.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2014 S. 157 - 162

  136. Model-driven 3D building reconstruction based on integeration of DSM and spectral information of satellite images

    Partovi, Tahmineh; Krauss, Thomas; Arefi, Hossein et al.

    Quebec: IEEE 2014 S. 3168 - 3171

  137. Model-driven 3D building reconstruction based on integeration of DSM and spectral information of satellite images.

    Partovi, Tahmineh; Krauß, Thomas; Arefi, Hossein et al.

    IGARSS. 2014 S. 3168 - 3171

  138. Updating LIDAR Dsm Using High Resolution Stereo-Based Dsm from WORLDVIEW-2

    Arefi, H.; Hashemi, H.; Krauss, Th. et al.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2014 S. 59 - 64

  139. Building Extraction Using Surface Model Classification

    Arefi, Hossein; Alizadeh, Amin; Ghafouri, Ali

    Ostrava. 2013

  140. Building Reconstruction Using DSM and Orthorectified Images.

    Arefi, Hossein; Reinartz, Peter

    Remote. Sens. Bd. 5. H. 4. 2013 S. 1681 - 1703

  141. Detection of tree crowns based on reclassification using aerial images and lidar data

    Talebi, S.; Zarea, A.; Sadeghian, S. et al.

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2013 S. 415 - 420

  142. Fusion of ALS Point Cloud and Optical Imagery for 3D Reconstruction of Building's Roof

    Hujebri, Bilal; Samadzadegan, Farhad; Arefi, Hossein

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 40. 2013 S. 197 - 201

  143. Mapping forest species composition using imaging spectrometry and airborne laser scanner data

    Torabzadeh, H.; Morsdorf, F.; Leiterer, R. et al.

    International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. XL-1/W3. 2013 S. 437 - 440

  144. Operational Generation of High-Resolution Digital Surface Models from Commercial Tri-Stereo Satellite Data

    Carl, Sebastian; Bärisch, Samuel; Lang, Florian et al.

    Stuttgart. 2013 S. 261 - 269

  145. Polyhedral Building Segmentation Using Mean Shift Algorithm Based on LiDAR Point Cloud

    Hojabri, B.; Samadzadegan, F.; Arefi, H.

    Geospatial Engineering Journal. Bd. 4. H. 4. 2013 S. 25 - 34

  146. Fusing stereo and multispectral data from WorldView-2 for urban modeling

    Krauss, Thomas; Sirmacek, Beril; Arefi, Hossein et al.

    Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Bd. 8390. 2012 S. 591 - 605

  147. Multi-Level Building Reconstruction for Automatic Enhancement of High Resolution DSMS

    Arefi, Hossein; Reinartz, Peter

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 39. 2012 S. 11 - 16

  148. Performance Assessment of Fully Automatic Three-Dimensional City Model Reconstruction Methods

    Sirmacek, Beril; Arefi, Hossein; Krauss, Thomas

    The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 39. 2012 S. 331 - 337

  149. Accuracy Assesment of Digital Surface Models Generated by Semi-global Matching Algorithm Using LiDAR Data

    Saati, A. R.; Arefi, H.; Aeini, N. et al.

    Tehran. 2011

  150. Accuracy Enhancement of ASTER Global Digital Elevation Models Using ICESat Data.

    Arefi, Hossein; Reinartz, Peter

    Remote. Sens. Bd. 3. H. 7. 2011 S. 1323 - 1343

  151. Building reconstruction from Worldview DEM using image information

    Arefi, Hossein; Reinartz, Peter

    SMPR. Tehran. 2011

  152. Evaluation of selected methods for extracting digital terrain models from satellite born digital surface models in urban areas

    Krauss, Thomas; Arefi, Hossein; Reinartz, Peter

    online. 2011

  153. Iterative approach for efficient digital terrain model production from CARTOSAT-1 stereo images

    Arefi, Hossein; d’Angelo, Pablo; Mayer, Helmut et al.

    Journal of Applied Remote Sensing. Bd. 5. H. 1. 2011 S. 1 - 19

  154. Statistically robust detection and evaluation of errors in DTMs.

    Saati, Amirreza; Arefi, Hossein; Schmitt, Michael et al.

    JURSE. 2011 S. 305 - 308

  155. Development of a Low–Cost Sensor System for Use on Gyrocopters

    Miraliakbari, A.; Hahn, M.; Arefi, Hossein et al.

    Calgary. 2010

  156. Elimination of the Outliers from Aster GDEM data

    Arefi, Hossein; Reinartz, Peter

    Calgary. 2010

  157. Ridge based decomposition of complex buildings for 3D model generation from high resolution digital surface models

    Arefi, Hossein; Hahn, Michael; Reinartz, Peter

    Istanbul. 2010

  158. Automatic generation of digital terrain models from cartosat-1 stereo images

    Arefi, Hossein; d'Angelo, Pablo; Mayer, Helmut et al.

    Hannover. 2009

  159. From LiDAR point clouds to 3D building models

    Arefi, Hossein

    Oberpfaffenhofen. 2009

  160. Extraction of 3D straight lines using LiDAR data and aerial images

    Miraliakbari, A.; Hahn, M.; Arefi, H. et al.

    International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). Beijing. 2008 S. 1417 - 1422

  161. Generation of roof topologies using plane fitting with RANSAC

    Engels, J.; Arefi, H.; Hahn, M.

    International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (IAPRS). Bd. 37. online. 2008

  162. Levels of detail in 3D building reconstruction from lidar data

    Arefi, Hossein; Engels, J.; Hahn, M. et al.

    Beijing. 2008

  163. LEVELS OF DETAIL IN 3D BUILDING RECONSTRUCTION FROM LIDAR DATA

    Arefi, Hossein; Engels, J.; Hahn, M. et al.

    online. 2008

  164. Approximation of building boundaries

    Arefi, H.; Engels, J.; Hahn, M. et al.

    Urban and Regional Data Management (UDMS). Stuttgart. 2007 S. 25 - 33

  165. Automatic building outlines detection and approximation from airborne LIDAR data

    Hahn, M.; Arefi, Hossein; Engels, J.

    Urban and Regional Data Management. online. 2007 S. 15 - 24

  166. Automatic DTM generation from laser-scanning data in residential hilly area

    Arefi, H.; Engels, J.; Hahn, M. et al.

    International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 36. 2007 S. 4

  167. GENERATING DIGITAL TERRAIN MODELS FROM LIDAR DATA

    Arefi, Hossein; Hahn, Michael

    Stuttgart. 2007

  168. Lidar Verisi Kullanarak Gerçek Ortofoto Üretimi

    Günay, A.; Arefi, Hossein; Hahn, M.

    Ankara. 2007

  169. Semi-automatic true orthophoto production by using LIDAR data.

    Günay, Arif; Arefi, Hossein; Hahn, Michael

    IGARSS. 2007 S. 2873 - 2876

  170. True Orthophoto production using Lidar data,"Joint Workshop" Visualization and Exploration of Geospatial Data

    Günay, Arif; Arefi, Hossein; Hahn, Michael

    International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 36. 2007 S. 4

  171. A hierarchical procedure for segmentation and classification of airborne LIDAR images

    Arefi, H.; Hahn, M.

    International Geoscience and Remote Sensing Symposium (IGARSS '05). online: IEEE 2005

  172. A morphological reconstruction algorithm for separating off-terrain points from terrain points in laser scanning data

    Arefi, H.; Hahn, M.

    International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 36. H. 3/W19. 2005 S. 120 - 125

  173. Comparison of clustering techniques applied to laser data

    Arefi, Hossein; Hahn, M.; Samadzadegan, F. et al.

    Istanbul. 2004

  174. LIDAR data classification with remote sensing tools

    Arefi, Hossein; Hahn, M.; Lindenberger, J.

    Proceedings of the ISPRS Commission IV Joint Workshop: Challenges in Geospatial Analysis, Integration and Visualization II. Steinfurt. 2003

  175. Neda

    Nematzadeh, G.H.; Arefi, Hossein; Khondar, Y. et al.

    Seed and Plant Journal. Bd. 17,1. 2001 S. 107 - 115

  176. Release of a new variety of rice, namely “Nemat” with superiority in yield and quality

    Nematzadeh, G.A.; Arefi, Hossein; Amani, R. et al.

    Iranian J. Agric. Sci. Bd. 28,4. 1997 S. 79 - 86