Doreen Jirak

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 19

Top Venues

CoRR

ESANN

Int. J. Humanoid Robotics

Cogn. Comput.

University of Hamburg, Germany (PHD)

Education History

University of Hamburg, Germany

PHD

Publications

Doreen Jirak, Giulia Belgiovine, Omar Eldardeer, Francesco Rea
A Novel Experiment Design for Vision-Based Fatigue Detection. HCI (10) (2023)
Hassan Ali, Doreen Jirak, Stefan Wermter
Snapture - a Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition. Cogn. Comput. 15 (6) (2023)
Doreen Jirak, Stephan Tietz, Hassan Ali, Stefan Wermter
Echo State Networks and Long Short-Term Memory for Continuous Gesture Recognition: a Comparative Study. Cogn. Comput. 15 (5) (2023)
Jasmin Bernotat, Doreen Jirak, Eduardo Benítez Sandoval, Francisco Cruz, Alessandra Sciutti
Asch Meets HRI: Human Conformity to Robot Groups. CoRR (2023)
Omar Eldardeer, Francesco Rea, Giulio Sandini, Doreen Jirak
When Deep is not Enough: Towards Understanding Shallow and Continual Learning Models in Realistic Environmental Sound Classification for Robots. Int. J. Humanoid Robotics 20 (5) (2023)
Doreen Jirak, Motonobu Aoki, Takura Yanagi, Atsushi Takamatsu, Stephane Bouet, Tomohiro Yamamura, Giulio Sandini, Francesco Rea
Is It Me or the Robot? A Critical Evaluation of Human Affective State Recognition in a Cognitive Task. Frontiers Neurorobotics 16 (2022)
Motonobu Aoki, Karthikeyan Kalyanasundaram Balasubramanian, Diego Torazza, Francesco Rea, Doreen Jirak, Giulio Sandini, Takura Yanagi, Atsushi Takamatsu, Stephane Bouet, Tomohiro Yamamura
A Novel Wire-driven 3D Eyebrow Design for Communication with Humanoid Robot iCub. IROS (2022)
Hassan Ali, Doreen Jirak, Stefan Wermter
Snapture - A Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition. CoRR (2022)
Motonobu Aoki, Francesco Rea, Doreen Jirak, Giulio Sandini, Takura Yanagi, Atsushi Takamatsu, Stephane Bouet, Tomohiro Yamamura
On the Influence of Social Robots in Cognitive Multitasking. Int. J. Humanoid Robotics 19 (6) (2022)
Doreen Jirak, Alessandra Sciutti, Pablo V. A. Barros, Francesco Rea
I am Only Happy When There is Light: The Impact of Environmental Changes on Affective Facial Expressions Recognition. CoRR (2022)
Doreen Jirak, David Biertimpel, Matthias Kerzel, Stefan Wermter
Solving visual object ambiguities when pointing: an unsupervised learning approach. Neural Comput. Appl. 33 (7) (2021)
Doreen Jirak, Stefan Wermter
New Results on Sparse Autoencoders for Posture Classification and Segmentation. ESANN (2020)
Doreen Jirak, David Biertimpel, Matthias Kerzel, Stefan Wermter
Solving Visual Object Ambiguities when Pointing: An Unsupervised Learning Approach. CoRR (2019)
Stephan Tietz, Doreen Jirak, Stefan Wermter
A Reservoir Computing Framework for Continuous Gesture Recognition. ICANN (Workshop) (2019)
Florian Letsch, Doreen Jirak, Stefan Wermter
Localizing salient body motion in multi-person scenes using convolutional neural networks. Neurocomputing 330 (2019)
Doreen Jirak, Stefan Wermter
Potentials and Limitations of Deep Neural Networks for Cognitive Robots. CoRR (2018)
Doreen Jirak, Stefan Wermter
Sparse Autoencoders for Posture Recognition. IJCNN (2018)
Pablo V. A. Barros, Doreen Jirak, Cornelius Weber, Stefan Wermter
Multimodal emotional state recognition using sequence-dependent deep hierarchical features. Neural Networks 72 (2015)
Doreen Jirak, Pablo V. A. Barros, Stefan Wermter
Dynamic gesture recognition using Echo State Networks. ESANN (2015)
German Ignacio Parisi, Doreen Jirak, Stefan Wermter
HandSOM - neural clustering of hand motion for gesture recognition in real time. RO-MAN (2014)
Pablo V. A. Barros, German Ignacio Parisi, Doreen Jirak, Stefan Wermter
Real-time gesture recognition using a humanoid robot with a deep neural architecture. Humanoids (2014)
Dennis Hamester, Doreen Jirak, Stefan Wermter
Improved estimation of hand postures using depth images. ICAR (2013)
Nils Meins, Doreen Jirak, Cornelius Weber, Stefan Wermter
Adaboost and Hopfield Neural Networks on different image representations for robust face detection. HIS (2012)

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Publication Activity (10 Years)

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Doreen Jirak