jirak's publications with Knowledge Technology

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(17 publications found during search )
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Publications in 2023
Echo State Networks and Long Short-Term Memory for Continuous Gesture Recognition: a Comparative Study
Doreen Jirak , Stephan Tietz , Hassan Ali , Stefan Wermter
Cognitive Computation , Volume 15, Number 3, pages 1427–1439, doi: 10.1007/s12559-020-09754-0 - Sep 2023 Open Access
Snapture—a Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition
Hassan Ali , Doreen Jirak , Stefan Wermter
Cognitive Computation (2023) , Volume 15, pages 2014–2033, doi: 10.1007/s12559-023-10174-z - Jul 2023 Open Access
Publications in 2022
Snapture - A Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition
Hassan Ali , Doreen Jirak , Stefan Wermter
arxiv , doi: 10.48550/arXiv.2205.15862 - May 2022
Publications in 2021
Solving visual object ambiguities when pointing: an unsupervised learning approach
Doreen Jirak , David Biertimpel , Matthias Kerzel , Stefan Wermter
Neural Computing and Applications , Volume 33, Number 1, pages 2297–2319, doi: 10.1007/s00521-020-05109-w - Apr 2021 Open Access
Publications in 2020
New Results on Sparse Autoencoders for Posture Classification and Segmentation
Doreen Jirak , Stefan Wermter
Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN’20) , pages 187--192, - Oct 2020
Publications in 2019
A Reservoir Computing Framework for Continuous Gesture Recognition
Stephan Tietz , Doreen Jirak , Stefan Wermter
Artificial Neural Networks and Machine Learning – ICANN 2019 , pages 7-18, doi: 10.1007/978-3-030-30493-5_1 - Sep 2019
Localizing Salient Body Motion in Multi-Person Scenes Using Convolutional Neural Networks
Florian Letsch , Doreen Jirak , Stefan Wermter
Neurocomputing , Volume 330, pages 449--464, doi: 10.1016/j.neucom.2018.11.048 - Feb 2019 Open Access
Publications in 2018
Sparse Autoencoders for Posture Recognition
Doreen Jirak , Stefan Wermter
Proceedings of the International Joint Conference on Neural Networks (IJCNN 2018) , pages 2539--2548, doi: 10.1109/IJCNN.2018.8489726 - Jul 2018
Publications in 2017
Potentials and Limitations of Deep Neural Networks for Cognitive Robots
Doreen Jirak , Stefan Wermter
EUCog Meeting Proceedings , doi: 10.48550/arXiv.1805.00777 - Nov 2017 Open Access
Publications in 2016
Affordance processing in segregated parieto-frontal dorsal stream sub-pathways
Katrin Sakreida , Effnert Isabel , Serge Thill , Mareike M. Menz , Doreen Jirak , Claudia R. Eickhoff , Tom Ziemke , Simon B. Eickhoff , Anna M. Borghi , Ferdinand Binkofski
Neuroscience & Biobehavioral Reviews , Volume 69, pages 89--112, doi: 10.1016/j.neubiorev.2016.07.032 - Oct 2016
Publications in 2015
Multimodal emotional state recognition using sequence-dependent deep hierarchical features
Pablo Barros , Doreen Jirak , Cornelius Weber , Stefan Wermter
Neural Networks , Volume 72, pages 140--151, doi: 10.1016/j.neunet.2015.09.009 - Dec 2015 Open Access
Dynamic Gesture Recognition Using Echo State Networks
Doreen Jirak , Pablo Barros , Stefan Wermter
Proceedings of 23th European Symposium on Artifical Neural Networks, Computational Intelligence and Machine Learning, ESANN'15 , pages 475--480, - Apr 2015
Publications in 2014
Real-time Gesture Recognition Using a Humanoid Robot with a Deep Neural Architecture
Pablo Barros , German I. Parisi , Doreen Jirak , Stefan Wermter
IEEE-RAS International Conference on Humanoid Robots (Humanoids) , pages 83--88, doi: 10.1109/HUMANOIDS.2014.7041431 - Nov 2014
HandSOM: Neural Clustering of Hand Motion for Gesture Recognition in Real Time
German I. Parisi , Doreen Jirak , Stefan Wermter
IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN '14) , pages 981--986, doi: 10.1109/ROMAN.2014.6926380 - Aug 2014
Publications in 2013
Improved Estimation of Hand Postures Using Depth Images
Dennis Hamester , Doreen Jirak , Stefan Wermter
Proceedings of the 16th International Conference on Advanced Robotics (ICAR 2013) , pages 1--6, doi: 10.1109/ICAR.2013.6766485 - Sep 2013
Publications in 2012
Adaboost and Hopfield Neural Networks on Different Image Representations for Robust Face Detection
Nils Meins , Doreen Jirak , Cornelius Weber , Stefan Wermter
Proceedings of the 12th International Conference on Hybrid Intelligent Systems (HIS 2012) , pages 531--536, doi: 10.1109/HIS.2012.6421390 - Dec 2012
Publications in 2010
Grasping language -- A short story on embodiment
Doreen Jirak , Mareike M. Menz , Giovanni Buccino , Anna M. Borghi , Ferdinand Binkofski
Consciousness & Cognition , Volume 19, Number 3, pages 711--720, doi: 10.1016/j.concog.2010.06.020 - 2010