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ORCIDNorman Kerle
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2020 – today
- 2023
[c4]Ning Zhang, Francesco Nex
, George Vosselman, Norman Kerle:
Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation. CVPR 2023: 18537-18546- [i2]Ning Zhang, Francesco Nex, George Vosselman, Norman Kerle:
Channel-Aware Distillation Transformer for Depth Estimation on Nano Drones. CoRR abs/2303.10386 (2023) - 2022
- [j30]Jyun-Ping Jhan, Norman Kerle, Jiann-Yeou Rau:
Integrating UAV and Ground Panoramic Images for Point Cloud Analysis of Damaged Building. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j29]Ning Zhang, Francesco Nex, George Vosselman, Norman Kerle:
Training a Disaster Victim Detection Network for UAV Search and Rescue Using Harmonious Composite Images. Remote. Sens. 14(13): 2977 (2022) - [j28]Sofia Tilon, Francesco Nex, George Vosselman, Irene Sevilla de la Llave, Norman Kerle:
Towards Improved Unmanned Aerial Vehicle Edge Intelligence: A Road Infrastructure Monitoring Case Study. Remote. Sens. 14(16): 4008 (2022) - [i1]Ning Zhang, Francesco Nex, George Vosselman, Norman Kerle:
Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation. CoRR abs/2211.13202 (2022) - 2020
- [j27]Desta Ekaso, Francesco Nex, Norman Kerle:
Accuracy assessment of real-time kinematics (RTK) measurements on unmanned aerial vehicles (UAV) for direct geo-referencing. Geo spatial Inf. Sci. 23(2): 165-181 (2020) - [j26]Norman Kerle, Francesco Nex, Markus Gerke, Diogo Duarte, Anand Vetrivel:
UAV-Based Structural Damage Mapping: A Review. ISPRS Int. J. Geo Inf. 9(1): 14 (2020) - [j25]Sofia Tilon, Francesco Nex, Norman Kerle, George Vosselman:
Post-Disaster Building Damage Detection from Earth Observation Imagery Using Unsupervised and Transferable Anomaly Detecting Generative Adversarial Networks. Remote. Sens. 12(24): 4193 (2020) - [j24]Mark van der Meijde, Md Ashrafuzzaman, Norman Kerle, Saad Khan, Harald van der Werff:
The Influence of Surface Topography on the Weak Ground Shaking in Kathmandu Valley during the 2015 Gorkha Earthquake, Nepal. Sensors 20(3): 678 (2020)
2010 – 2019
- 2019
- [j23]Francesco Nex, Diogo Duarte, Anne Steenbeek, Norman Kerle:
Towards Real-Time Building Damage Mapping with Low-Cost UAV Solutions. Remote. Sens. 11(3): 287 (2019) - [j22]Mohammadreza Sheykhmousa, Norman Kerle, Monika Kuffer, Saman Ghaffarian:
Post-Disaster Recovery Assessment with Machine Learning-Derived Land Cover and Land Use Information. Remote. Sens. 11(10): 1174 (2019) - [j21]Norman Kerle, Markus Gerke, Sébastien Lefèvre:
GEOBIA 2016: Advances in Object-Based Image Analysis - Linking with Computer Vision and Machine Learning. Remote. Sens. 11(10): 1181 (2019) - [j20]Saman Ghaffarian, Norman Kerle, Edoardo Pasolli, Jamal Jokar Arsanjani:
Post-Disaster Building Database Updating Using Automated Deep Learning: An Integration of Pre-Disaster OpenStreetMap and Multi-Temporal Satellite Data. Remote. Sens. 11(20): 2427 (2019) - [j19]Norman Kerle, Saman Ghaffarian, Raphael Nawrotzki, Gerald Leppert, Malte Lech:
Evaluating Resilience-Centered Development Interventions with Remote Sensing. Remote. Sens. 11(21): 2511 (2019) - [j18]Francesco Nex, Diogo Duarte, Fabio Giulio Tonolo, Norman Kerle:
Structural Building Damage Detection with Deep Learning: Assessment of a State-of-the-Art CNN in Operational Conditions. Remote. Sens. 11(23): 2765 (2019) - 2018
- [j17]Diogo Duarte, Francesco Nex, Norman Kerle, George Vosselman:
Multi-Resolution Feature Fusion for Image Classification of Building Damages with Convolutional Neural Networks. Remote. Sens. 10(10): 1636 (2018) - [j16]Saman Ghaffarian, Norman Kerle, Tatiana Filatova:
Remote Sensing-Based Proxies for Urban Disaster Risk Management and Resilience: A Review. Remote. Sens. 10(11): 1760 (2018) - 2016
- [j15]Linda See, Peter Mooney, Giles M. Foody, Lucy Bastin, Alexis J. Comber, Jacinto Estima, Steffen Fritz, Norman Kerle, Bin Jiang, Mari Laakso, Hai-Ying Liu, Grega Milcinski, Matej Niksic, Marco Painho, Andrea Podör, Ana-Maria Olteanu-Raimond, Martin Rutzinger:
Crowdsourcing, Citizen Science or Volunteered Geographic Information? The Current State of Crowdsourced Geographic Information. ISPRS Int. J. Geo Inf. 5(5): 55 (2016) - [j14]Anand Vetrivel, Markus Gerke, Norman Kerle, George Vosselman:
Identification of Structurally Damaged Areas in Airborne Oblique Images Using a Visual-Bag-of-Words Approach. Remote. Sens. 8(3): 231 (2016) - 2015
- [j13]Islam Fadel, Mark van der Meijde, Norman Kerle, N. Lauritsen:
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 35: 44-53 (2015) - [j12]Steven Verstockt, Markus Gerke, Norman Kerle:
Geolocalization of Crowdsourced Images for 3-D Modeling of City Points of Interest. IEEE Geosci. Remote. Sens. Lett. 12(8): 1670-1674 (2015) - 2014
- [j11]André Stumpf, Nicolas Lachiche, Jean-Philippe Malet, Norman Kerle, Anne Puissant:
Active Learning in the Spatial Domain for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 52(5): 2492-2507 (2014) - 2013
- [j10]Divyani Kohli, Pankaj Warwadekar, Norman Kerle, Richard Sliuzas, Alfred Stein:
Transferability of Object-Oriented Image Analysis Methods for Slum Identification. Remote. Sens. 5(9): 4209-4228 (2013) - 2012
- [j9]Divyani Kohli, Richard Sliuzas, Norman Kerle, Alfred Stein:
An ontology of slums for image-based classification. Comput. Environ. Urban Syst. 36(2): 154-163 (2012) - [c3]André Stumpf, Nicolas Lachiche, Norman Kerle, Jean-Philippe Malet, Anne Puissant:
Adaptive spatial sampling with active random forest for object-oriented landslide mapping. IGARSS 2012: 87-90 - [c2]André Stumpf, Thomas Andrew Lampert, Jean-Philippe Malet, Norman Kerle:
Multi-scale line detection for landslide fissure mapping. IGARSS 2012: 5450-5453 - 2011
- [j8]Muhammad Shafique, Mark van der Meijde, Norman Kerle, Freek D. van der Meer:
Impact of DEM source and resolution on topographic seismic amplification. Int. J. Appl. Earth Obs. Geoinformation 13(3): 420-427 (2011) - [j7]Ping Lu, André Stumpf, Norman Kerle, Nicola Casagli:
Object-Oriented Change Detection for Landslide Rapid Mapping. IEEE Geosci. Remote. Sens. Lett. 8(4): 701-705 (2011) - [j6]Tapas Ranjan Martha, Norman Kerle, Cees J. van Westen, Victor Jetten, K. Vinod Kumar:
Segment Optimization and Data-Driven Thresholding for Knowledge-Based Landslide Detection by Object-Based Image Analysis. IEEE Trans. Geosci. Remote. Sens. 49(12): 4928-4943 (2011) - [c1]Markus Gerke, Norman Kerle:
Graph matching in 3D space for structural seismic damage assessment. ICCV Workshops 2011: 204-211 - 2010
- [j5]Norman Kerle:
Satellite-based damage mapping following the 2006 Indonesia earthquake - How accurate was it? Int. J. Appl. Earth Obs. Geoinformation 12(6): 466-476 (2010) - [j4]Tapas Ranjan Martha, Norman Kerle, Victor Jetten, Cees J. van Westen, K. Vinod Kumar:
Landslide Volumetric Analysis Using Cartosat-1-Derived DEMs. IEEE Geosci. Remote. Sens. Lett. 7(3): 582-586 (2010) - [j3]Jan de Leeuw, Yola Georgiadou, Norman Kerle, Alfred de Gier, Yoshio Inoue, Jelle Ferwerda, Maarten Smies, Davaa Narantuya:
The Function of Remote Sensing in Support of Environmental Policy. Remote. Sens. 2(7): 1731-1750 (2010)
2000 – 2009
- 2009
- [j2]Norman Kerle, Jan de Leeuw:
Reviving Legacy Population Maps With Object-Oriented Image Processing Techniques. IEEE Trans. Geosci. Remote. Sens. 47(7-2): 2392-2402 (2009) - 2007
- [j1]Gustavo A. Arciniegas, Wietske Bijker, Norman Kerle, Valentyn A. Tolpekin:
Coherence- and Amplitude-Based Analysis of Seismogenic Damage in Bam, Iran, Using ENVISAT ASAR Data. IEEE Trans. Geosci. Remote. Sens. 45(6-1): 1571-1581 (2007)
Coauthor Index
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