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Journal Articles

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2021
[j13]
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  - journals/jimaging/PerkoKAR21
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Roland Perko, Manfred Klopschitz, Alexander Almer, Peter M. Roth:
Critical Aspects of Person Counting and Density Estimation. J. Imaging 7(2): 21 (2021)
[j12]
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  - journals/jimaging/BacaJTHSWAP21
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Javier Gibran Apud Baca, Thomas Jantos, Mario Theuermann, Mohamed Amin Hamdad, Jan Steinbrener, Stephan Weiss, Alexander Almer, Roland Perko:
Automated Data Annotation for 6-DoF AI-Based Navigation Algorithm Development. J. Imaging 7(11): 236 (2021)
2019
[j11]
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  - journals/remotesensing/PerkoRR19
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Roland Perko, Hannes Raggam, Peter M. Roth:
Mapping with Pléiades - End-to-End Workflow. Remote. Sens. 11(17): 2052 (2019)
2018
[j10]
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  - journals/agit/KoflerASPP18
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Armin Köfler, Alexander Almer, Thomas Schnabel, Roland Perko, Viktoria Pammer-Schindler:
Echtzeitnahe Entscheidungsunterstützung im Sicherheitsmanagement von GroßveranstaltungenNear Real-time Decision Support in Security Management of Large Events. AGIT Journal Angew. Geoinformatik 4: 132-137 (2018)
[j9]
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Alexander Almer, Thomas Schnabel, Armin Köfler, Roland Perko, Richard Feischl:
Ein Multi-Level-Managementsystem für WaldbrandsituationenA Multi-level Management System for Forest fire Fighting Situations. AGIT Journal Angew. Geoinformatik 4: 242-247 (2018)
2016
[j8]
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  - journals/agit/LukasSAP16
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Sabine Lukas, Thomas Schnabel, Alexander Almer, Roland Perko:
3F-MS - Multi-Level "ForestFireFighting Management System" zur optimierten Einsatzführung von Boden- und Luftkräften in Waldbrandsituationen. AGIT Journal Angew. Geoinformatik 2: 425-431 (2016)
[j7]
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Patrik Polatsek, Wanda Benesova, Lucas Paletta, Roland Perko:
Novelty-based Spatiotemporal Saliency Detection for Prediction of Gaze in Egocentric Video. IEEE Signal Process. Lett. 23(3): 394-398 (2016)
2014
[j6]
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  - journals/esi/ScaioniPV14
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Marco Scaioni, Roland Perko, Maurício Roberto Veronez:
Applications of surveying in land management. Earth Sci. Informatics 7(2): 69-70 (2014)
[j5]
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Karlheinz Gutjahr, Roland Perko, Hannes Raggam, Mathias Schardt:
The Epipolarity Constraint in Stereo-Radargrammetric DEM Generation. IEEE Trans. Geosci. Remote. Sens. 52(8): 5014-5022 (2014)
2013
[j4]
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  - journals/remotesensing/DeutscherPGHS13
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Janik Deutscher, Roland Perko, Karlheinz Gutjahr, Manuela Hirschmugl, Mathias Schardt:
Mapping Tropical Rainforest Canopy Disturbances in 3D by COSMO-SkyMed Spotlight InSAR-Stereo Data to Detect Areas of Forest Degradation. Remote. Sens. 5(2): 648-663 (2013)
2011
[j3]
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  - journals/remotesensing/PerkoRDGS11
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Roland Perko, Hannes Raggam, Janik Deutscher, Karlheinz Gutjahr, Mathias Schardt:
Forest Assessment Using High Resolution SAR Data in X-Band. Remote. Sens. 3(4): 792-815 (2011)
2010
[j2]
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Roland Perko, Ales Leonardis:
A framework for visual-context-aware object detection in still images. Comput. Vis. Image Underst. 114(6): 700-711 (2010)
[j1]
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Hannes Raggam, Karlheinz Gutjahr, Roland Perko, Mathias Schardt:
Assessment of the Stereo-Radargrammetric Mapping Potential of TerraSAR-X Multibeam Spotlight Data. IEEE Trans. Geosci. Remote. Sens. 48(2): 971-977 (2010)

Conference and Workshop Papers

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2024
[c25]
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  - conf/camtraps/MustaficDPSP24
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Sead Mustafic, Dominik Dachs, Rainer Prüller, Florian Schöggl, Roland Perko:
Improving Wildlife Management with AI: Species Detection and Classification from Camera Trap Data. CamTraps 2024: 1-14
[c24]
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Sead Mustafic, Karlheinz Gutjahr, Petra Miletich, Roland Perko:
Artificial Intelligence for Land Use and Land Cover Mapping in Austria. IGARSS 2024: 7138-7141
2022
[c23]
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Sead Mustafic, Manuela Hirschmugl, Roland Perko, Andreas Wimmer:
Deep Learning for Improved Individual Tree Detection from Lidar Data. IGARSS 2022: 3516-3519
[c22]
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  - conf/igarss/PerkoMAR22
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Roland Perko, Sead Mustafic, Alexander Almer, Peter M. Roth:
Counting Everything in Remote Sensing - the Need for Benchmarks. IGARSS 2022: 5369-5372
2021
[c21]
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  - conf/igarss/PerkoATKSR21
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Roland Perko, Alexander Almer, Mario Theuermann, Manfred Klopschitz, Thomas Schnabel, Peter M. Roth:
Protocol Design Issues for Object Density Estimation and Counting in Remote Sensing. IGARSS 2021: 2771-2774
2019
[c20]
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  - conf/igarss/PerkoSPAR19
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Roland Perko, Mathias Schardt, Livia Piermattei, Stefan Auer, Peter M. Roth:
Multiple View Geometry in Remote Sensing: An Empirical Study Based on Pléiades Satellite Images. IGARSS 2019: 3629-3632
2017
[c19]
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  - conf/contel/AlmerSLPKP17
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Alexander Almer, Thomas Schnabel, Sabine Lukas, Roland Perko, Armin Köfler, Viktoria Pammer-Schindler:
International forest firefighting concepts based on aerial support strategies. ConTEL 2017: 123-130
[c18]
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Roland Perko, Karlheinz Gutjahr, Maria Kruger, Hannes Raggam, Mathias Schardt:
DEM-based epipolar rectification for optimized radargrammetry. IGARSS 2017: 969-972
[c17]
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Janik Deutscher, Klaus Granica, Martin Steinegger, Manuela Hirschmugl, Roland Perko, Mathias Schardt:
Updating lidar-derived crown cover density products with sentinel-2. IGARSS 2017: 2867-2874
[c16]
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  - conf/imspa/KlopschitzPLPM17
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Manfred Klopschitz, Roland Perko, Gerald Lodron, Gerhard Paar, Heinz Mayer:
Projected texture fusion. ISPA 2017: 109-114
[c15]
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  - conf/multitemp/DeutscherGPRHS17
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Janik Deutscher, Karlheinz Gutjahr, Roland Perko, Hannes Raggam, Manuela Hirschmugl, Mathias Schardt:
Humid tropical forest monitoring with multi-temporal L-, C- and X-band SAR data. MultiTemp 2017: 1-4
2016
[c14]
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  - conf/agile/AlmerPSSP16
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Alexander Almer, Roland Perko, Helmut Schrom-Feiertag, Thomas Schnabel, Lucas Paletta:
Critical Situation Monitoring at Large Scale Events from Airborne Video Based Crowd Dynamics Analysis. AGILE Conf. 2016: 351-368
2015
[c13]
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Karlheinz Gutjahr, Roland Perko, Hannes Raggam, Mathias Schardt:
3D-mapping from TERRASAR-X staring spotlight data. IGARSS 2015: 1817-1820
2014
[c12]
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Roland Perko, Michael Schwarz, Lucas Paletta:
Aggregated mapping of driver attention from matched optical flow. ICIP 2014: 214-218
2013
[c11]
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  - conf/scia/PerkoSFAP13
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Roland Perko, Thomas Schnabel, Gerald Fritz, Alexander Almer, Lucas Paletta:
Airborne Based High Performance Crowd Monitoring for Security Applications. SCIA 2013: 664-674
2011
[c10]
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  - conf/igarss/PerkoRGS11
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Roland Perko, Hannes Raggam, Karlheinz Gutjahr, Mathias Schardt:
Using worldwide available TerraSAR-X data to calibrate the geo-location accuracy of optical sensors. IGARSS 2011: 2551-2554
2009
[c9]
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Roland Perko, Lucas Paletta, Ales Leonardis:
Learning contextual rules for priming object categories in images. ICIP 2009: 1429-1432
2008
[c8]
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  - conf/wapcv/PerkoWSL08
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Roland Perko, Christian Wojek, Bernt Schiele, Ales Leonardis:
Integrating Visual Context and Object Detection within a Probabilistic Framework. WAPCV 2008: 54-68
2007
[c7]
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  - conf/eusai/SteinhoffOPSL07
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Ulrich Steinhoff, Dusan Omercevic, Roland Perko, Bernt Schiele, Ales Leonardis:
How Computer Vision Can Help in Outdoor Positioning. AmI 2007: 124-141
[c6]
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Roland Perko, Ales Leonardis:
Context Driven Focus of Attention for Object Detection. WAPCV 2007: 216-233
2005
[c5]
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  - conf/wscg/PerkoFBK05
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Roland Perko, Philipp Fürnstahl, Joachim Bauer, Andreas Klaus:
Geometrical Accuracy of Bayer Pattern Images. WSCG (Short Papers) 2005: 117-120
2004
[c4]
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  - conf/cvpr/KlausBKEPB04
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Andreas Klaus, Joachim Bauer, Konrad F. Karner, Pierre Elbischger, Roland Perko, Horst Bischof:
Camera Calibration from a Single Night Sky Image. CVPR (1) 2004: 151-157
[c3]
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  - conf/wscg/BauerKKP04
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Joachim Bauer, Konrad F. Karner, Andreas Klaus, Roland Perko:
Robust Range Image Registration using a Common Plane. WSCG (Posters) 2004: 17-20
[c2]
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Roland Perko, Horst Bischof:
Efficient Implementation of Higher Order Image Interpolation. WSCG (Short Papers) 2004: 213-226
2003
[c1]
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  - conf/eurographics/BornikCFP03
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Alexander Bornik, Peter Cech, Andrej Ferko, Roland Perko:
Beyond Image Quality Comparison. Eurographics (Short Presentations) 2003

Informal and Other Publications

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2023
[i2]
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  - journals/corr/abs-2304-01567
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Hannes Fassold, Karlheinz Gutjahr, Anna Weber, Roland Perko:
A real-time algorithm for human action recognition in RGB and thermal video. CoRR abs/2304.01567 (2023)
2013
[i1]
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  - journals/corr/abs-1304-6213
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Roland Perko, Thomas Schnabel, Gerald Fritz, Alexander Almer, Lucas Paletta:
Counting people from above: Airborne video based crowd analysis. CoRR abs/1304.6213 (2013)

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