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ORCIDBibTeX records: Michelle Karg
@inproceedings{DBLP:conf/iccv/BramlageKC23,
author = {Lennart Bramlage and
Michelle Karg and
Crist{\'{o}}bal Curio},
title = {Plausible Uncertainties for Human Pose Regression},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {15087--15096},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01389},
doi = {10.1109/ICCV51070.2023.01389},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BramlageKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SbeytiKWNA23,
author = {Moussa Kassem Sbeyti and
Michelle Karg and
Christian Wirth and
Azarm Nowzad and
Sahin Albayrak},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Overcoming the Limitations of Localization Uncertainty: Efficient
and Exact Non-linear Post-processing and Calibration},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {52--68},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_4},
doi = {10.1007/978-3-031-43424-2\_4},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SbeytiKWNA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08981,
author = {Moussa Kassem Sbeyti and
Michelle Karg and
Christian Wirth and
Azarm Nowzad and
Sahin Albayrak},
title = {Overcoming the Limitations of Localization Uncertainty: Efficient
{\&} Exact Non-Linear Post-Processing and Calibration},
journal = {CoRR},
volume = {abs/2306.08981},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08981},
doi = {10.48550/ARXIV.2306.08981},
eprinttype = {arXiv},
eprint = {2306.08981},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10212,
author = {Hossein Aboutalebi and
Mohammad Javad Shafiee and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {Residual Error: a New Performance Measure for Adversarial Robustness},
journal = {CoRR},
volume = {abs/2106.10212},
year = {2021},
url = {https://arxiv.org/abs/2106.10212},
eprinttype = {arXiv},
eprint = {2106.10212},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/JeddiSKSW20,
author = {Ahmadreza Jeddi and
Mohammad Javad Shafiee and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve
Adversarial Robustness},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {1238--1247},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Jeddi\_Learn2Perturb\_An\_End-to-End\_Feature\_Perturbation\_Learning\_to\_Improve\_Adversarial\_Robustness\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00132},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/JeddiSKSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/OnoKSWK20,
author = {Shintaro Ono and
Atsumu Kida and
Yoshihiro Suda and
Takanoshin Watanabe and
Michelle Karg},
title = {Recognition System of Hand Signals of a Police Officer for Automated
Driving},
booktitle = {23rd {IEEE} International Conference on Intelligent Transportation
Systems, {ITSC} 2020, Rhodes, Greece, September 20-23, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ITSC45102.2020.9294588},
doi = {10.1109/ITSC45102.2020.9294588},
timestamp = {Mon, 18 Jan 2021 09:44:55 +0100},
biburl = {https://dblp.org/rec/conf/itsc/OnoKSWK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/KargS20,
author = {Michelle Karg and
Christian Scharfenberger},
editor = {Witold Pedrycz and
Shyi{-}Ming Chen},
title = {Deep Learning-Based Pedestrian Detection for Automated Driving: Achievements
and Future Challenges},
booktitle = {Development and Analysis of Deep Learning Architectures},
series = {Studies in Computational Intelligence},
volume = {867},
pages = {117--143},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-31764-5\_5},
doi = {10.1007/978-3-030-31764-5\_5},
timestamp = {Wed, 29 Jan 2020 17:07:25 +0100},
biburl = {https://dblp.org/rec/series/sci/KargS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01090,
author = {Ahmadreza Jeddi and
Mohammad Javad Shafiee and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve
Adversarial Robustness},
journal = {CoRR},
volume = {abs/2003.01090},
year = {2020},
url = {https://arxiv.org/abs/2003.01090},
eprinttype = {arXiv},
eprint = {2003.01090},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00138,
author = {Hossein Aboutalebi and
Mohammad Javad Shafiee and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {Vulnerability Under Adversarial Machine Learning: Bias or Variance?},
journal = {CoRR},
volume = {abs/2008.00138},
year = {2020},
url = {https://arxiv.org/abs/2008.00138},
eprinttype = {arXiv},
eprint = {2008.00138},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ShafieeCLCKSW19,
author = {Mohammad Javad Shafiee and
Brendan Chwyl and
Francis Li and
Rongyan Chen and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {StressedNets: Efficient feature representations via stress-induced
evolutionary synthesis of deep neural networks},
journal = {Neurocomputing},
volume = {352},
pages = {93--105},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.03.028},
doi = {10.1016/J.NEUCOM.2019.03.028},
timestamp = {Fri, 31 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ShafieeCLCKSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DayaSKSW19,
author = {Ibrahim Ben Daya and
Mohammad Javad Shafiee and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {{SANE:} Exploring Adversarial Robustness With Stochastically Activated
Network Ensembles},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {95--98},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/Uncertainty\_and\_Robustness\_in\_Deep\_Visual\_Learning/Daya\_SANE\_Exploring\_Adversarial\_Robustness\_With\_Stochastically\_Activated\_Network\_Ensembles\_CVPRW\_2019\_paper.html},
timestamp = {Mon, 30 Aug 2021 17:04:30 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DayaSKSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DayaSK19,
author = {Ibrahim Ben Daya and
Mohammad Javad Shafiee and
Michelle Karg},
title = {{SANE:} Towards Improved Prediction Robustness via Stochastically
Activated Network Ensembles},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {103--111},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/Deep\_Vision\_Workshop/Daya\_SANE\_Towards\_Improved\_Prediction\_Robustness\_via\_Stochastically\_Activated\_Network\_Ensembles\_CVPRW\_2019\_paper.html},
timestamp = {Wed, 18 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DayaSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/NeumannKZSPMPTV18,
author = {Luk{\'{a}}s Neumann and
Michelle Karg and
Shanshan Zhang and
Christian Scharfenberger and
Eric Piegert and
Sarah Mistr and
Olga Prokofyeva and
Robert Thiel and
Andrea Vedaldi and
Andrew Zisserman and
Bernt Schiele},
editor = {C. V. Jawahar and
Hongdong Li and
Greg Mori and
Konrad Schindler},
title = {NightOwls: {A} Pedestrians at Night Dataset},
booktitle = {Computer Vision - {ACCV} 2018 - 14th Asian Conference on Computer
Vision, Perth, Australia, December 2-6, 2018, Revised Selected Papers,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11361},
pages = {691--705},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-20887-5\_43},
doi = {10.1007/978-3-030-20887-5\_43},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/accv/NeumannKZSPMPTV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/FattalKSA18,
author = {Ann{-}Katrin Fattal and
Michelle Karg and
Christian Scharfenberger and
J{\"{u}}rgen Adamy},
editor = {Laura Leal{-}Taix{\'{e}} and
Stefan Roth},
title = {Distant Vehicle Detection: How Well Can Region Proposal Networks Cope
with Tiny Objects at Low Resolution?},
booktitle = {Computer Vision - {ECCV} 2018 Workshops - Munich, Germany, September
8-14, 2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11129},
pages = {289--304},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11009-3\_17},
doi = {10.1007/978-3-030-11009-3\_17},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/FattalKSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-05387,
author = {Mohammad Javad Shafiee and
Brendan Chwyl and
Francis Li and
Rongyan Chen and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {StressedNets: Efficient Feature Representations via Stress-induced
Evolutionary Synthesis of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1801.05387},
year = {2018},
url = {http://arxiv.org/abs/1801.05387},
eprinttype = {arXiv},
eprint = {1801.05387},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-05387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/KhanKKH17,
author = {Shehroz S. Khan and
Michelle E. Karg and
Dana Kulic and
Jesse Hoey},
title = {Detecting falls with X-Factor Hidden Markov Models},
journal = {Appl. Soft Comput.},
volume = {55},
pages = {168--177},
year = {2017},
url = {https://doi.org/10.1016/j.asoc.2017.01.034},
doi = {10.1016/J.ASOC.2017.01.034},
timestamp = {Mon, 06 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/KhanKKH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/ShafieeBLCKSW17,
author = {M. J. Shafiee and
Elnaz Barshan and
Francis Li and
Brendan Chwyl and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {Learning Efficient Deep Feature Representations via Transgenerational
Genetic Transmission of Environmental Information During Evolutionary
Synthesis of Deep Neural Networks},
booktitle = {2017 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
pages = {979--986},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCVW.2017.120},
doi = {10.1109/ICCVW.2017.120},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/ShafieeBLCKSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/FattalKSA17,
author = {Ann{-}Katrin Fattal and
Michelle Karg and
Christian Scharfenberger and
J{\"{u}}rgen Adamy},
title = {Saliency-guided region proposal network for {CNN} based object detection},
booktitle = {20th {IEEE} International Conference on Intelligent Transportation
Systems, {ITSC} 2017, Yokohama, Japan, October 16-19, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ITSC.2017.8317756},
doi = {10.1109/ITSC.2017.8317756},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/itsc/FattalKSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sj/HoumanfarKK16,
author = {Roshanak Houmanfar and
Michelle Karg and
Dana Kulic},
title = {Movement Analysis of Rehabilitation Exercises: Distance Metrics for
Measuring Patient Progress},
journal = {{IEEE} Syst. J.},
volume = {10},
number = {3},
pages = {1014--1025},
year = {2016},
url = {https://doi.org/10.1109/JSYST.2014.2327792},
doi = {10.1109/JSYST.2014.2327792},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sj/HoumanfarKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/thms/LinKK16,
author = {Jonathan Feng{-}Shun Lin and
Michelle Karg and
Dana Kulic},
title = {Movement Primitive Segmentation for Human Motion Modeling: {A} Framework
for Analysis},
journal = {{IEEE} Trans. Hum. Mach. Syst.},
volume = {46},
number = {3},
pages = {325--339},
year = {2016},
url = {https://doi.org/10.1109/THMS.2015.2493536},
doi = {10.1109/THMS.2015.2493536},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/thms/LinKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/BatzerSKLA16,
author = {Ann{-}Katrin Batzer and
Christian Scharfenberger and
Michelle Karg and
Stefan Lueke and
J{\"{u}}rgen Adamy},
title = {Generic hypothesis generation for small and distant objects},
booktitle = {19th {IEEE} International Conference on Intelligent Transportation
Systems, {ITSC} 2016, Rio de Janeiro, Brazil, November 1-4, 2016},
pages = {2171--2178},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ITSC.2016.7795907},
doi = {10.1109/ITSC.2016.7795907},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/itsc/BatzerSKLA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/JoukovBKVK15,
author = {Vladimir Joukov and
Vincent Bonnet and
Michelle Karg and
Gentiane Venture and
Dana Kulic},
title = {Rhythmic {EKF} for pose estimation during gait},
booktitle = {15th {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
2015, Seoul, South Korea, November 3-5, 2015},
pages = {1167--1172},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/HUMANOIDS.2015.7363510},
doi = {10.1109/HUMANOIDS.2015.7363510},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/humanoids/JoukovBKVK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KhanKKH15,
author = {Shehroz S. Khan and
Michelle E. Karg and
Dana Kulic and
Jesse Hoey},
title = {Detecting falls with X-Factor HMMs when the training data for falls
is not available},
journal = {CoRR},
volume = {abs/1504.02141},
year = {2015},
url = {http://arxiv.org/abs/1504.02141},
eprinttype = {arXiv},
eprint = {1504.02141},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KhanKKH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/JoukovKK14,
author = {Vladimir Joukov and
Michelle Karg and
Dana Kulic},
title = {Online tracking of the lower body joint angles using IMUs for gait
rehabilitation},
booktitle = {36th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August
26-30, 2014},
pages = {2310--2313},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/EMBC.2014.6944082},
doi = {10.1109/EMBC.2014.6944082},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/JoukovKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwaal/KhanKKH14,
author = {Shehroz S. Khan and
Michelle E. Karg and
Dana Kulic and
Jesse Hoey},
editor = {Leandro Pecchia and
Liming Luke Chen and
Chris D. Nugent and
Jos{\'{e}} Bravo},
title = {X-Factor HMMs for Detecting Falls in the Absence of Fall-Specific
Training Data},
booktitle = {Ambient Assisted Living and Daily Activities - 6th International Work-Conference,
{IWAAL} 2014, Belfast, UK, December 2-5, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8868},
pages = {1--9},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-13105-4\_1},
doi = {10.1007/978-3-319-13105-4\_1},
timestamp = {Tue, 21 Mar 2023 21:00:58 +0100},
biburl = {https://dblp.org/rec/conf/iwaal/KhanKKH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/KargSGKHK13,
author = {Michelle Karg and
Ali{-}Akbar Samadani and
Rob Gorbet and
Kolja K{\"{u}}hnlenz and
Jesse Hoey and
Dana Kulic},
title = {Body Movements for Affective Expression: {A} Survey of Automatic Recognition
and Generation},
journal = {{IEEE} Trans. Affect. Comput.},
volume = {4},
number = {4},
pages = {341--359},
year = {2013},
url = {https://doi.org/10.1109/T-AFFC.2013.29},
doi = {10.1109/T-AFFC.2013.29},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taffco/KargSGKHK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ro-man/ZhangKLKV13,
author = {Tianxiang Zhang and
Michelle Karg and
Jonathan Feng{-}Shun Lin and
Dana Kulic and
Gentiane Venture},
title = {{IMU} based single stride identification of humans},
booktitle = {{IEEE} International Symposium on Robot and Human Interactive Communication,
{IEEE} {RO-MAN} 2013, Gyeongju, South Korea, August 26-29, 2013},
pages = {220--225},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ROMAN.2013.6628449},
doi = {10.1109/ROMAN.2013.6628449},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ro-man/ZhangKLKV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/KargSHK13,
author = {Michelle Karg and
Wolfgang Seiberl and
Jesse Hoey and
Dana Kulic},
title = {Human Movement Analysis: Extension of the F-Statistic to Time Series
Using {HMM}},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
Manchester, {SMC} 2013, United Kingdom, October 13-16, 2013},
pages = {3870--3875},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SMC.2013.660},
doi = {10.1109/SMC.2013.660},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/KargSHK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Karg12,
author = {Michelle E. Karg},
title = {Pattern recognition algorithms for gait analysis with application
to affective computing},
school = {Technical University Munich},
year = {2012},
url = {https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20120111-1084555-1-1},
urn = {urn:nbn:de:bvb:91-diss-20120111-1084555-1-1},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Karg12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/KhanKHK12,
author = {Shehroz S. Khan and
Michelle E. Karg and
Jesse Hoey and
Dana Kulic},
editor = {Anind K. Dey and
Hao{-}Hua Chu and
Gillian R. Hayes},
title = {Towards the detection of unusual temporal events during activities
using HMMs},
booktitle = {The 2012 {ACM} Conference on Ubiquitous Computing, Ubicomp '12, Pittsburgh,
PA, USA, September 5-8, 2012},
pages = {1075--1084},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2370216.2370444},
doi = {10.1145/2370216.2370444},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/huc/KhanKHK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/KargKB10,
author = {Michelle Karg and
Kolja K{\"{u}}hnlenz and
Martin Buss},
title = {Recognition of Affect Based on Gait Patterns},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {40},
number = {4},
pages = {1050--1061},
year = {2010},
url = {https://doi.org/10.1109/TSMCB.2010.2044040},
doi = {10.1109/TSMCB.2010.2044040},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/KargKB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ro-man/KargSKB10,
author = {Michelle Karg and
Mathias Schwimmbeck and
Kolja K{\"{u}}hnlenz and
Martin Buss},
editor = {Carlo Alberto Avizzano and
Emanuele Ruffaldi},
title = {Towards mapping emotive gait patterns from human to robot},
booktitle = {19th {IEEE} International Conference on Robot and Human Interactive
Communication, Viareggio, Italy, RO-MAN, 2010, September 13-15, 2010},
pages = {258--263},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ROMAN.2010.5598640},
doi = {10.1109/ROMAN.2010.5598640},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ro-man/KargSKB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/KargJSKSB09,
author = {Michelle Karg and
Robert Jenke and
Wolfgang Seiberl and
K. Kuuhnlenz and
A. Schwirtz and
Martin Buss},
title = {A comparison of PCA, {KPCA} and {LDA} for feature extraction to recognize
affect in gait kinematics},
booktitle = {Affective Computing and Intelligent Interaction, Third International
Conference and Workshops, {ACII} 2009, Amsterdam, The Netherlands,
September 10-12, 2009, Proceedings},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ACII.2009.5349438},
doi = {10.1109/ACII.2009.5349438},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acii/KargJSKSB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/KargJKB09,
author = {Michelle Karg and
Robert Jenke and
Kolja K{\"{u}}hnlenz and
Martin Buss},
editor = {Petra Perner},
title = {A Two-fold PCA-Approach for Inter-Individual Recognition of Emotions
in Natural Walking},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 6th International
Conference, {MLDM} 2009, Leipzig, Germany, July 2009, Poster Proceedings},
pages = {51--61},
publisher = {ibai Publishing},
year = {2009},
timestamp = {Sat, 21 Aug 2021 13:54:13 +0200},
biburl = {https://dblp.org/rec/conf/mldm/KargJKB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ro-man/KargHKB09,
author = {Michelle Karg and
Stephan Haug and
Kolja K{\"{u}}hnlenz and
Martin Buss},
title = {A dynamic model and system-theoretic analysis of affect based on a
Piecewise Linear system},
booktitle = {18th {IEEE} International Symposium on Robot and Human Interactive
Communication, {RO-MAN} 2009, Toyama International Conference Center,
Japan, September 27 - October 2, 2009},
pages = {238--244},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ROMAN.2009.5326288},
doi = {10.1109/ROMAN.2009.5326288},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ro-man/KargHKB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ro-man/WendtPKK08,
author = {Cornelia Wendt and
Michael Popp and
Michelle Karg and
Kolja K{\"{u}}hnlenz},
editor = {Martin Buss and
Kolja K{\"{u}}hnlenz},
title = {Physiology and {HRI:} Recognition of over- and underchallenge},
booktitle = {The 17th {IEEE} International Symposium on Robot and Human Interactive
Communication, {RO-MAN} 2008, Munich, Germany, August 1-3, 2008},
pages = {448--452},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ROMAN.2008.4600707},
doi = {10.1109/ROMAN.2008.4600707},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ro-man/WendtPKK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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