Prof. Dr. Hossein Arefi

Hossein Arefi i3mainz, CC BY SA 4.0

Room C2.27 +49 6131-628-1411

Role

  • Professor

Research Area

Hossein Arefi i3mainz, CC BY SA 4.0

Publications

  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

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

    Mahphood, Ahmad; Arefi, Hossein

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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

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

    Amini Amirkolaee, Hamed; Arefi, Hossein

    Appl. Soft Comput. Bd. 84. 2019

  30. 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

  31. 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

  32. 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

  33. 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

  34. 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

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

    Nikaein, Tina; Arefi, Hossein; Akbari, Vahid

    IGARSS. 2018 S. 653 - 656

  36. 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

  37. 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

  38. Building Reconstruction Using DSM and Orthorectified Images.

    Arefi, Hossein; Reinartz, Peter

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

  39. 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

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

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

    JURSE. 2011 S. 305 - 308

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

    Günay, Arif; Arefi, Hossein; Hahn, Michael

    IGARSS. 2007 S. 2873 - 2876