Detection of seismic façade damages with multi-temporal oblique aerial imagery

Detection of seismic façade damages with multi-temporal oblique aerial imagery

Remote sensing images have long been recognized as useful for the detection of building damages, mainly due to their wide coverage, revisit capabilities and high spatial resolution. The majority of contributions aimed at identifying debris and rubble piles, as the main focus is to assess collapsed a...

Full description

Bibliographic Details
Main Authors:	Diogo Duarte, Francesco Nex, Norman Kerle, George Vosselman
Format:	Article
Language:	English
Published:	Taylor & Francis Group 2020-07-01
Series:	GIScience & Remote Sensing
Subjects:	deep learning change detection remote sensing convolutional neural networks pictometry cnn
Online Access:	http://dx.doi.org/10.1080/15481603.2020.1768768

Similar Items

TOWARDS A MORE EFFICIENT DETECTION OF EARTHQUAKE INDUCED FAÇADE DAMAGES USING OBLIQUE UAV IMAGERY
by: D. Duarte, et al.
Published: (2017-08-01)

POTENTIAL OF MULTI-TEMPORAL OBLIQUE AIRBORNE IMAGERY FOR STRUCTURAL DAMAGE ASSESSMENT
by: A. Vetrivel, et al.
Published: (2016-06-01)

Post-Disaster Building Damage Detection from Earth Observation Imagery Using Unsupervised and Transferable Anomaly Detecting Generative Adversarial Networks
by: Sofia Tilon, et al.
Published: (2020-12-01)

Convolutional neural networks for road surface classification on aerial imagery
by: Ondrej Pesek, et al.
Published: (2024-12-01)

Towards Improved Unmanned Aerial Vehicle Edge Intelligence: A Road Infrastructure Monitoring Case Study
by: Sofia Tilon, et al.
Published: (2022-08-01)

A GUIDED REGISTRATION STRATEGY EMPLOYING VIRTUAL PLANES TO OVERCOME NON-STANDARD GEOMETRIES – USING THE EXAMPLE OF MOBILE MAPPING AND AERIAL OBLIQUE IMAGERY
by: P. Jende, et al.
Published: (2018-05-01)

Identification of Structurally Damaged Areas in Airborne Oblique Images Using a Visual-Bag-of-Words Approach
by: Anand Vetrivel, et al.
Published: (2016-03-01)

SATELLITE IMAGE CLASSIFICATION OF BUILDING DAMAGES USING AIRBORNE AND SATELLITE IMAGE SAMPLES IN A DEEP LEARNING APPROACH
by: D. Duarte, et al.
Published: (2018-05-01)

OBLIQUE AERIAL IMAGERY FOR NMA – SOME BEST PRACTICES
by: F. Remondino, et al.
Published: (2016-06-01)

Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification
by: Biserka Petrovska, et al.
Published: (2020-07-01)

A Texture-Considerate Convolutional Neural Network Approach for Color Consistency in Remote Sensing Imagery
by: Xiaoyuan Qian, et al.
Published: (2024-09-01)

<i>PCIer</i>: Pavement Condition Evaluation Using Aerial Imagery and Deep Learning
by: Sisi Han, et al.
Published: (2023-02-01)

Building Façade Recognition Using Oblique Aerial Images
by: Xiucheng Yang, et al.
Published: (2015-08-01)

SEMANTIC BUILDING FAÇADE SEGMENTATION FROM AIRBORNE OBLIQUE IMAGES
by: Y. Lin, et al.
Published: (2018-05-01)

End-to-End Nano-Drone Obstacle Avoidance for Indoor Exploration
by: Ning Zhang, et al.
Published: (2024-01-01)

Training a Disaster Victim Detection Network for UAV Search and Rescue Using Harmonious Composite Images
by: Ning Zhang, et al.
Published: (2022-06-01)

Accuracy assessment of real-time kinematics (RTK) measurements on unmanned aerial vehicles (UAV) for direct geo-referencing
by: Desta Ekaso, et al.
Published: (2020-04-01)

Improving Small and Cluttered Object Detection by Incorporating Instance Level Denoising Into Single-Shot Alignment Network for Remote Sensing Imagery
by: Yassin Zakaria, et al.
Published: (2022-01-01)

A New Deep-Learning-Based Approach for Earthquake-Triggered Landslide Detection From Single-Temporal RapidEye Satellite Imagery
by: Yaning Yi, et al.
Published: (2020-01-01)

Neural-Based Hierarchical Approach for Detailed Dominant Forest Species Classification by Multispectral Satellite Imagery
by: Svetlana Illarionova, et al.
Published: (2021-01-01)

Single Shot Anchor Refinement Network for Oriented Object Detection in Optical Remote Sensing Imagery
by: Songze Bao, et al.
Published: (2019-01-01)

Usability of aerial video footage for 3-D scene reconstruction and structural damage assessment
by: J. Cusicanqui, et al.
Published: (2018-06-01)

ACCURATE ESTIMATION OF ORIENTATION PARAMETERS OF UAV IMAGES THROUGH IMAGE REGISTRATION WITH AERIAL OBLIQUE IMAGERY
by: F. A. Onyango, et al.
Published: (2017-05-01)

SARD: Towards Scale-Aware Rotated Object Detection in Aerial Imagery
by: Yashan Wang, et al.
Published: (2019-01-01)

Automatic Road Extraction From Remote Sensing Imagery Using Ensemble Learning and Postprocessing
by: Junjie Li, et al.
Published: (2021-01-01)

Vertical Measurements in Oblique Aerial Imagery
by: Massimiliano Molinari, et al.
Published: (2014-07-01)

UAV-g 2019: Unmanned Aerial Vehicles in Geomatics
by: Francesco Nex
Published: (2019-09-01)

INFRASTRUCTURE DEGRADATION AND POST-DISASTER DAMAGE DETECTION USING ANOMALY DETECTING GENERATIVE ADVERSARIAL NETWORKS
by: S. M. Tilon, et al.
Published: (2020-08-01)

A Deep Convolutional Neural Network to Detect the Existence of Geospatial Elements in High-Resolution Aerial Imagery
by: Calimanut-Ionut Cira, et al.
Published: (2019-07-01)

Single-Image Superresolution for RGB Remote Sensing Imagery via Multiscale CNN-Transformer Feature Fusion
by: Xudong Yao, et al.
Published: (2025-01-01)

ClouDet: A Dilated Separable CNN-Based Cloud Detection Framework for Remote Sensing Imagery
by: Hongwei Guo, et al.
Published: (2021-01-01)

A CNN-Transformer Combined Remote Sensing Imagery Spatiotemporal Fusion Model
by: Mingyu Jiang, et al.
Published: (2024-01-01)

Building Footprints Extraction from Oblique Imagery
by: F. Nex, et al.
Published: (2013-10-01)

DSANet: A Deep Supervision-Based Simple Attention Network for Efficient Semantic Segmentation in Remote Sensing Imagery
by: Wenxu Shi, et al.
Published: (2022-10-01)

Rapid Vehicle Detection in Aerial Images under the Complex Background of Dense Urban Areas
by: Shengjie Zhu, et al.
Published: (2022-04-01)

Vehicle Object Detection in Remote Sensing Imagery Based on Multi-Perspective Convolutional Neural Network
by: Chenxi Yang, et al.
Published: (2018-06-01)

MSL-Net: An Efficient Network for Building Extraction from Aerial Imagery
by: Yue Qiu, et al.
Published: (2022-08-01)

EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion
by: Christos Kyrkou, et al.
Published: (2020-01-01)

Wet-GC: A Novel Multimodel Graph Convolutional Approach for Wetland Classification Using Sentinel-1 and 2 Imagery With Limited Training Samples
by: Hamid Jafarzadeh, et al.
Published: (2022-01-01)

Transfer learning from citizen science photographs enables plant species identification in UAV imagery
by: Salim Soltani, et al.
Published: (2022-08-01)