57 citations · 138 across the 50 of their papers we have counts for
9 papers · 1 filter
A Comparative Study on Deep-Learning Methods for Dense Image Matching of Multi-angle and Multi-date Remote Sensing Stereo Images
Hessah Albanwan, Rongjun Qin
Deep learning (DL) stereo matching methods gained great attention in remote sensing satellite datasets. However, most of these existing studies conclude assessments based only on a…
A Review of Mobile Mapping Systems: From Sensors to Applications
Mostafa Elhashash, Hessah Albanwan, Rongjun Qin
The evolution of mobile mapping systems (MMSs) has gained more attention in the past few decades. MMSs have been widely used to provide valuable assets in different applications. T…
Fine-tuning deep learning models for stereo matching using results from semi-global matching
Hessah Albanwan, Rongjun Qin
Deep learning (DL) methods are widely investigated for stereo image matching tasks due to their reported high accuracies. However, their transferability/generalization capabilities…
A Novel Intrinsic Image Decomposition Method to Recover Albedo for Aerial Images in Photogrammetry Processing
Shuang Song, Rongjun Qin
Recovering surface albedos from photogrammetric images for realistic rendering and synthetic environments can greatly facilitate its downstream applications in VR/AR/MR and digital…
Investigating Spherical Epipolar Rectification for Multi-View Stereo 3D Reconstruction
Mostafa Elhashash, Rongjun Qin
Multi-view stereo (MVS) reconstruction is essential for creating 3D models. The approach involves applying epipolar rectification followed by dense matching for disparity estimatio…
Sat2lod2: A Software For Automated Lod-2 Modeling From Satellite-Derived Orthophoto And Digital Surface Model
Shengxi Gui, Rongjun Qin, Yang Tang
Deriving LoD2 models from orthophoto and digital surface models (DSM) reconstructed from satellite images is a challenging task. Existing solutions are mostly system approaches tha…
Constrained Bundle Adjustment for Structure From Motion Using Uncalibrated Multi-Camera Systems
Debao Huang, Mostafa Elhashash, Rongjun Qin
Structure from motion using uncalibrated multi-camera systems is a challenging task. This paper proposes a bundle adjustment solution that implements a baseline constraint respecti…
A Graph-Matching Approach for Cross-view Registration of Over-view 2 and Street-view based Point Clouds
Xiao Ling, Rongjun Qin
In this paper, based on the assumption that the object boundaries (e.g., buildings) from the over-view data should coincide with footprints of façade 3D points generated from stree…
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability
Rongjun Qin, Tao Liu
As an important application in remote sensing, landcover classification remains one of the most challenging tasks in very-high-resolution (VHR) image analysis. As the rapidly incre…