Mapping heterogeneous urban landscapes from the fusion of digital surface model and unmanned aerial vehicle-based images using adaptive multiscale image segmentation and classification
Considering the high-level details in an ultrahigh-spatial-resolution (UHSR) unmanned aerial vehicle (UAV) dataset, detailed mapping of heterogeneous urban landscapes is extremely challenging because of the spectral similarity between classes. In this study, adaptive hierarchical image segmentation...
| Main Authors: | Gibril, Mohamed Barakat A., Kalantar, Bahareh, Al-Ruzouq, Rami, Ueda, Naonori, Saeidi, Vahideh, Shanableh, Abdallah, Mansor, Shattri, Mohd Shafri, Helmi Zulhaidi |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI
2020
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/38105/ http://psasir.upm.edu.my/id/eprint/38105/1/38105.pdf |
Similar Items
Large-scale date palm tree segmentation from multiscale UAV-based and aerial images using deep vision transformers
by: Gibril, Mohamed Barakat A., et al.
Published: (2023)
by: Gibril, Mohamed Barakat A., et al.
Published: (2023)
Imaging spectroscopy and light detection and ranging data fusion for urban features extraction
by: Idrees, Mohammed, et al.
Published: (2013)
by: Idrees, Mohammed, et al.
Published: (2013)
Large-scale assessment of date palm plantations based on UAV remote sensing and multiscale vision transformer
by: Gibril, Mohamed Barakat A., et al.
Published: (2024)
by: Gibril, Mohamed Barakat A., et al.
Published: (2024)
Transformer-based semantic segmentation for large-scale building footprint extraction from very-high resolution satellite images
by: A. Gibril, Mohamed Barakat, et al.
Published: (2024)
by: A. Gibril, Mohamed Barakat, et al.
Published: (2024)
Land cover classification from fused DSM and UAV images using convolutional neural networks
by: Al-Najjar, Husam A. H., et al.
Published: (2019)
by: Al-Najjar, Husam A. H., et al.
Published: (2019)
Fire-net: a deep learning framework for active forest fire detection
by: Seydi, Seyd Teymoor, et al.
Published: (2022)
by: Seydi, Seyd Teymoor, et al.
Published: (2022)
BDD-Net: an end-to-end multiscale residual CNN for earthquake-induced building damage detection
by: Seydi, Seyd Teymoor, et al.
Published: (2022)
by: Seydi, Seyd Teymoor, et al.
Published: (2022)
Landslide susceptibility mapping: machine and ensemble learning based on remote sensing big data
by: Kalantar, Bahareh, et al.
Published: (2020)
by: Kalantar, Bahareh, et al.
Published: (2020)
Fusion of multiscale wavelet-based fractal analysis
on retina image for stroke prediction
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2010)
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2010)
Landscape design using based map generated from unmanned aerial vehicle aerial images / Nurulafiqah Adnan
by: Adnan, Nurulafiqah
Published: (2020)
by: Adnan, Nurulafiqah
Published: (2020)
Assessment of convolutional neural network architectures for earthquake-induced building damage detection based on pre- and post-event orthophoto images
by: Kalantar, Bahareh, et al.
Published: (2020)
by: Kalantar, Bahareh, et al.
Published: (2020)
Multi-sensor fusion and ground vehicle-assisted localization approach for unmanned aerial vehicle
by: Mohamed, Abdelraziq Sharif Sayed
Published: (2021)
by: Mohamed, Abdelraziq Sharif Sayed
Published: (2021)
Steep slope DEM model construction based on the unmanned aerial vehicle (UAV) images
by: Xi, Wenfei, et al.
Published: (2017)
by: Xi, Wenfei, et al.
Published: (2017)
Fusion model of unmanned aerial vehicle-based digital elevation model for accuracy improvement mapping
by: Isola, Ajibola Ismaila
Published: (2020)
by: Isola, Ajibola Ismaila
Published: (2020)
Unmanned aerial vehicle assisted localization using multi-sensor fusion and ground vehicle approach
by: Sharif Himmat, Abdelrazig, et al.
Published: (2022)
by: Sharif Himmat, Abdelrazig, et al.
Published: (2022)
Fusion of airborne LiDAR with multispectral SPOT 5 image for enhancement of feature extraction using Dempster–Shafer theory
by: Saeidi, Vahideh, et al.
Published: (2014)
by: Saeidi, Vahideh, et al.
Published: (2014)
Unmanned aerial vehicle platform
by: Khalid, Khateeb
Published: (2010)
by: Khalid, Khateeb
Published: (2010)
Maximizing urban features extraction from multi-sensor data with Dempster-Shafer theory and HSI data fusion techniques
by: Idrees, Mohammed Oludare, et al.
Published: (2015)
by: Idrees, Mohammed Oludare, et al.
Published: (2015)
Aerial and underwater sound of unmanned aerial vehicles (UAV)
by: Erbe, Christine, et al.
Published: (2017)
by: Erbe, Christine, et al.
Published: (2017)
Automatic counting of Paulownia trees using unmanned aerial vehicle images and template matching technique
by: S., Khairunniza-Bejo, et al.
Published: (2025)
by: S., Khairunniza-Bejo, et al.
Published: (2025)
Seed and seedling detection using unmanned aerial vehicles and automated image classification in the monitoring of ecological recovery
by: Buters, Todd, et al.
Published: (2019)
by: Buters, Todd, et al.
Published: (2019)
Basal Stem Rot (BSR) detection using iextural inalysis of Unmanned Aerial Vehicle (UAV) image
by: Bejo, Siti Khairunniza, et al.
Published: (2018)
by: Bejo, Siti Khairunniza, et al.
Published: (2018)
Mathematical Modelling of an Unmanned Aerial Vehicle
by: Chong, Chiew Choy
Published: (2005)
by: Chong, Chiew Choy
Published: (2005)
Optimized conditioning factors using machine learning techniques for groundwater potential mapping
by: Kalantar, Bahareh, et al.
Published: (2019)
by: Kalantar, Bahareh, et al.
Published: (2019)
A framework for multiple moving objects detection in aerial videos
by: Kalantar, Bahareh, et al.
Published: (2019)
by: Kalantar, Bahareh, et al.
Published: (2019)
Automatic keypoints extraction from UAV image with refine and improved scale invariant features transform (RI-SIFT)
by: Dibs, Hayder, et al.
Published: (2016)
by: Dibs, Hayder, et al.
Published: (2016)
Development and control of Unmanned Aerial Vehicle (UAV)
by: Sidek, Shahrul Na'im, et al.
Published: (2011)
by: Sidek, Shahrul Na'im, et al.
Published: (2011)
Design of an autopilot for an autonomous unmanned
aerial vehicle
by: Idres, Moumen, et al.
Published: (2011)
by: Idres, Moumen, et al.
Published: (2011)
Development of unmanned aerial vehicle – Part 1
by: Sidek, Shahrul Na'im, et al.
Published: (2011)
by: Sidek, Shahrul Na'im, et al.
Published: (2011)
Development of unmanned aerial vehicle – Part 2
by: Sidek, Shahrul Na'im, et al.
Published: (2011)
by: Sidek, Shahrul Na'im, et al.
Published: (2011)
Affordable unmanned aerial vehicle aircraft for surveillance
by: Sidek, Shahrul Na'im, et al.
Published: (2010)
by: Sidek, Shahrul Na'im, et al.
Published: (2010)
Unmanned aerial vehicle quadcopter: a review
by: Bashi, Omar Ibrahim Dallal, et al.
Published: (2017)
by: Bashi, Omar Ibrahim Dallal, et al.
Published: (2017)
Unmanned aerial vehicle quadcopter: a review
by: Bashi, Omar I. Dallal, et al.
Published: (2017)
by: Bashi, Omar I. Dallal, et al.
Published: (2017)
Obstacle detection for Unmanned Aerial Vehicle (UAV)
by: Abdul Khaliq, Nor Aizatul Nabila, et al.
Published: (2022)
by: Abdul Khaliq, Nor Aizatul Nabila, et al.
Published: (2022)
Assessment of unmanned aerial vehicle (UAV) orthophoto images based on different dense cloud density / Muhammad Alif Saidin
by: Saidin, Muhammad Alif
Published: (2020)
by: Saidin, Muhammad Alif
Published: (2020)
Upscaling aboveground biomass estimation at low-land royal belum forest reserve using unmanned aerial vehicle image
by: Rasib, Abd Wahid, et al.
Published: (2018)
by: Rasib, Abd Wahid, et al.
Published: (2018)
Groupwise registration of aerial images
by: Arandjelovic, O., et al.
Published: (2015)
by: Arandjelovic, O., et al.
Published: (2015)
Image Stitching Of Aerial Footage
by: Ng, Wei Haen
Published: (2021)
by: Ng, Wei Haen
Published: (2021)
Design and modeling of portable, economical and high payload unmanned aerial vehicle for aerial surveillance
by: Ban, Sau Keong
Published: (2010)
by: Ban, Sau Keong
Published: (2010)
Object detection technique for small unmanned aerial vehicle
by: Ramli, M. Faiz, et al.
Published: (2017)
by: Ramli, M. Faiz, et al.
Published: (2017)
Similar Items
-
Large-scale date palm tree segmentation from multiscale UAV-based and aerial images using deep vision transformers
by: Gibril, Mohamed Barakat A., et al.
Published: (2023) -
Imaging spectroscopy and light detection and ranging data fusion for urban features extraction
by: Idrees, Mohammed, et al.
Published: (2013) -
Large-scale assessment of date palm plantations based on UAV remote sensing and multiscale vision transformer
by: Gibril, Mohamed Barakat A., et al.
Published: (2024) -
Transformer-based semantic segmentation for large-scale building footprint extraction from very-high resolution satellite images
by: A. Gibril, Mohamed Barakat, et al.
Published: (2024) -
Land cover classification from fused DSM and UAV images using convolutional neural networks
by: Al-Najjar, Husam A. H., et al.
Published: (2019)