Norman Kerle

Orcid: 0000-0002-4513-4681

According to our database1, Norman Kerle authored at least 35 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2023
Channel-Aware Distillation Transformer for Depth Estimation on Nano Drones.
CoRR, 2023

Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Training a Disaster Victim Detection Network for UAV Search and Rescue Using Harmonious Composite Images.
Remote. Sens., 2022

Towards Improved Unmanned Aerial Vehicle Edge Intelligence: A Road Infrastructure Monitoring Case Study.
Remote. Sens., 2022

Integrating UAV and Ground Panoramic Images for Point Cloud Analysis of Damaged Building.
IEEE Geosci. Remote. Sens. Lett., 2022

2020
The Influence of Surface Topography on the Weak Ground Shaking in Kathmandu Valley during the 2015 Gorkha Earthquake, Nepal.
Sensors, 2020

Post-Disaster Building Damage Detection from Earth Observation Imagery Using Unsupervised and Transferable Anomaly Detecting Generative Adversarial Networks.
Remote. Sens., 2020

UAV-Based Structural Damage Mapping: A Review.
ISPRS Int. J. Geo Inf., 2020

Accuracy assessment of real-time kinematics (RTK) measurements on unmanned aerial vehicles (UAV) for direct geo-referencing.
Geo spatial Inf. Sci., 2020

2019
Post-Disaster Recovery Assessment with Machine Learning-Derived Land Cover and Land Use Information.
Remote. Sens., 2019

Structural Building Damage Detection with Deep Learning: Assessment of a State-of-the-Art CNN in Operational Conditions.
Remote. Sens., 2019

Towards Real-Time Building Damage Mapping with Low-Cost UAV Solutions.
Remote. Sens., 2019

Evaluating Resilience-Centered Development Interventions with Remote Sensing.
Remote. Sens., 2019

GEOBIA 2016: Advances in Object-Based Image Analysis - Linking with Computer Vision and Machine Learning.
Remote. Sens., 2019

Post-Disaster Building Database Updating Using Automated Deep Learning: An Integration of Pre-Disaster OpenStreetMap and Multi-Temporal Satellite Data.
Remote. Sens., 2019

2018
Remote Sensing-Based Proxies for Urban Disaster Risk Management and Resilience: A Review.
Remote. Sens., 2018

Multi-Resolution Feature Fusion for Image Classification of Building Damages with Convolutional Neural Networks.
Remote. Sens., 2018

2016
Identification of Structurally Damaged Areas in Airborne Oblique Images Using a Visual-Bag-of-Words Approach.
Remote. Sens., 2016

Crowdsourcing, Citizen Science or Volunteered Geographic Information? The Current State of Crowdsourced Geographic Information.
ISPRS Int. J. Geo Inf., 2016

2015
Geolocalization of Crowdsourced Images for 3-D Modeling of City Points of Interest.
IEEE Geosci. Remote. Sens. Lett., 2015

3D object-oriented image analysis in 3D geophysical modelling: Analysing the central part of the East African Rift System.
Int. J. Appl. Earth Obs. Geoinformation, 2015

2014
Active Learning in the Spatial Domain for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2014

2013
Transferability of Object-Oriented Image Analysis Methods for Slum Identification.
Remote. Sens., 2013

2012
An ontology of slums for image-based classification.
Comput. Environ. Urban Syst., 2012

Multi-scale line detection for landslide fissure mapping.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Adaptive spatial sampling with active random forest for object-oriented landslide mapping.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Segment Optimization and Data-Driven Thresholding for Knowledge-Based Landslide Detection by Object-Based Image Analysis.
IEEE Trans. Geosci. Remote. Sens., 2011

Object-Oriented Change Detection for Landslide Rapid Mapping.
IEEE Geosci. Remote. Sens. Lett., 2011

Impact of DEM source and resolution on topographic seismic amplification.
Int. J. Appl. Earth Obs. Geoinformation, 2011

Graph matching in 3D space for structural seismic damage assessment.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
The Function of Remote Sensing in Support of Environmental Policy.
Remote. Sens., 2010

Landslide Volumetric Analysis Using Cartosat-1-Derived DEMs.
IEEE Geosci. Remote. Sens. Lett., 2010

Satellite-based damage mapping following the 2006 Indonesia earthquake - How accurate was it?
Int. J. Appl. Earth Obs. Geoinformation, 2010

2009
Reviving Legacy Population Maps With Object-Oriented Image Processing Techniques.
IEEE Trans. Geosci. Remote. Sens., 2009

2007
Coherence- and Amplitude-Based Analysis of Seismogenic Damage in Bam, Iran, Using ENVISAT ASAR Data.
IEEE Trans. Geosci. Remote. Sens., 2007


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