Prof. Dr. Hossein Arefi
Aktiv
SciPort RLP
Raum C2.27 +49 6131-628-1411
Publikationen
- Modeling Forest Canopy Cover: A Synergistic Use of Sentinel-2, Aerial Photogrammetry Data, and Machine Learning.
- A PROJECTION-BASED RECONSTRUCTION ALGORITHM FOR 3D MODELING OF BRIDGE STRUCTURES FROM DRONE-BASED POINT CLOUD
- Bridge Modeling using Segmentation of Point Cloud Captured from Photogrammetric UAV
- Generating a highly detailed DSM from a single high-resolution satellite image and an SRTM elevation model
- Multibranch Selective Kernel Networks for Hyperspectral Image Classification.
- 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)
- Multiscale building segmentation based on deep learning for remote sensing RGB images from different sensors
- Rail Track Detection and Projection-Based 3D Modeling from UAV Point Cloud.
- 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
- Structure Aware Generative Adversarial Networks for Hyperspectral Image Classification.
- Tornado method for ground point filtering from LiDAR point clouds
- Toward an End-to-End Calibration for Mobile C-Arm in Combination with a Depth Sensor for Surgical Augmented Reality Applications.
- 2D Image-To-3D Model: Knowledge-Based 3D Building Reconstruction (3DBR) Using Single Aerial Images and Convolutional Neural Networks (CNNs).
- Convolutional neural network architecture for digital surface model estimation from single remote sensing image
- Corn forage yield prediction using unmanned aerial vehicle images at mid-season growth stage
- Monocular depth estimation with geometrical guidance using a multi-level convolutional neural network.
- Stereo rectification of pushbroom satellite images by robustly estimating the fundamental matrix
- Using scattering decomposition to improve the estimation of the topography-induced polarization orientation angle
- Virtual first and last pulse method for building detection from dense LiDAR point clouds
- A Novel Deep Learning Framework by Combination of Subspace-Based Feature Extraction and Convolutional Neural Networks for Hyperspectral Images Classification.
- A robust object-based shadow detection method for cloud-free high resolution satellite images over urban areas and water bodies
- Added Value of Multitemporal Polarimetric UAVSAR Data for Permanent Scatterers Detection.
- Optimal Weight Design Approach for the Geometrically-Constrained Matching of Satellite Stereo Images.
- Model-driven 3D building reconstruction based on integeration of DSM and spectral information of satellite images.
- Building Reconstruction Using DSM and Orthorectified Images.
- Accuracy Enhancement of ASTER Global Digital Elevation Models Using ICESat Data.
- Statistically robust detection and evaluation of errors in DTMs.
- Semi-automatic true orthophoto production by using LIDAR data.