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Publications

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Year 2020

  • Bauer, J.; Wittenberg, Th.; Waldhör, K; Hechtel, M.; Holzwarth, M.; Sessner, J.; Ristok, B.; Böhle, F.; Sche­na, A.; Falanga, A.; Franke, J.; (2020): A Concept for Context Awareness in Smart Environments. Accepted, to appear in Current Directions in Biomedical Engineering 5(3).
  • F Flachenecker, H Gaßner, J Hannik, DH Lee, P Flachenecker, J Winkler, B Eskofier, RA Linker, J Klucken (2020): Objective sensor-based gait measures reflect motor impairment in multiple scle­rosis patients: Reliability and clinical validation of a wearable sensor device. Multiple Sclerosis and Related Disorders 39 (2020), Art. 101903
  • H Gaßner, D Jensen, F Marxreiter, A Kletsch, S Bohlen, R Schubert, KM Muratori, B Eskofier, J Klucken, J Winkler, R Reilmann, Z Kohl (2020): Gait variability as digital biomarker of disease severity in Huntington's disease. J Neurol 267, pp. 1594–1601.
  • M Gjoreski, M Gams, M Luštrek, P Genc, JU Garbas, T Hassan (2020): Machine Learning and End-to-End Deep Learning for Monitoring Driver Distractions from Physiological and Visual Signals. IEEE access 8 (2020), S.70590-70603, ISSN: 2169-3536
  • A Hamper, L Neitzel, N Wickramasinghe, F Bodendorf, F. (2020). Towards a medical tricorder: A 3D map to categorize diseases for self-care with mobile technology. In Delivering Superior Health and Wellness Management with IoT and Analytics, pp. 3–39. Springer, Cham.
  • T. Luguev, D Seuß,  JU Garbas (2020) Deep Learning based Affective Sensing with Remote Photo­ple­thysmography. IEEE 54th Annual Conference on Information Sciences and Systems, CISS 2020 : 18-20 March 2020, Princeton, NJ, USA, pp. 360-363
  • R Koch, N Pfeiffer, N Lang, B Eskofier, O Amft, M Struck, T Wittenberg (2020): Evaluation of HRV extraction algorithms from PPG data using neural networks. Accepted, to appear in Current Directions in Biomedical Engineering 5(3)
  • F Marxreiter, U Buttler, H Gassner, F Gandor, T Gladow, B Eskofier, J Winkler, G Ebersbach, J Klucken (2020): The Use of Digital Technology and Media in German Parkinson's Disease Patients. J Parkinson's disease: JPD 10 (2020), Nr.2, pp. 717-727
  • Boutros F.; Damer N.; Fang M.;  Raja, K.; Kirchbuchner, F.; Arjan K.: Compact Models for Periocular Verification Through Knowledge Distillation. In: A Brömme et al. (Hrs) ; Proc‘s BIOSIG 2020, 19th Int. Conf. of the Biometrics Special Interest Group. 16.-18.09.2020, Fully Virtual Conference Bonn: GI, 2020, S.291-298
  • Terhörst, P.; Tran, M.L.; Damer, N.; Kirchbuchner, F.; Kuijper, A.: Comparison-Level Mitigation of Ethnic Bias in Face Recognition.
    In: Proc‘s IEEE 8th Int. Workshop on Biometrics and Forensics, IWBF 2020. 29-30. 4. 2020, Porto, Portugal. DOI: http://dx.doi.org/10.1109/IWBF49977.2020.9107956
  • Fu, B.; Kirchbuchner, F.; Kuijper, A. : Data augmentation for time series: Traditional vs. generative models on capacitive proximity time series. In: Proc‘s13th ACM Int. Conf. on PErvasive Technologies Related to Assistive Environments PETRA 2020,. 30.6 – 3.7.2020, Virtual Conference. DOI: http://dx.doi.org/10.1145/3389189.3392606
  • Fang, M.; Damer, N.; Boutros, F.; Kirchbuchner, F.; Kuijper, A. : Deep Learning Multi-layer Fusion for an Accurate Iris Presentation Attack Detection.  In: Proc‘s Int Conf on Information Fusion FUSION 2020. DOI: http://dx.doi.org/10.23919/FUSION45008.2020.9190424
  • Rus, S.; Helfmann, S; Kirchbuchner, F; Kuijper, A.: Designing smart home controls for elderly. In: Proc‘s13th ACM Int. Conf. on PErvasive Technologies Related to Assistive Environments PETRA 2020,. 30.6 – 3.7.2020, Virtual Conference. DOI: http://dx.doi.org/10.1145/3389189.3392610
  • Damer, N.; Grebe, J. H.; Chen, C.; Boutros, F.; Kirchbuchner, F.; Kuijper, A.: The Effect of Wearing a Mask on Face Recognition Performance. An Exploratory Study.  In: A Brömme et al. (Hrs); Proc‘s BIOSIG 2020, 19th Int. Conf. of the Biometrics Special Interest Group. 16.-18.09.2020, Fully Virtual Conference Bonn: GI, 2020. S.1-10
  • Fu, B.; Jarms, L.; Kirchbuchner, F.; Kuijper, A.: ExerTrack - Towards Smart Surfaces to Track Exercises. In: Technologies 8 (2020), Nr.1, Art. 17.
    DOI: http://dx.doi.org/10.3390/technologies8010017
  • Boutros, F.; Damer, N.; Raja, K.; Ramachandra, R.; Kirchbuchner, F.; Kuijper, A.: Fusing Iris and Periocular Region for User Verification in Head Mounted Displays.In: Proc‘s Int Conf on Information Fusion FUSION 2020. DOI: http://dx.doi.org/10.23919/FUSION45008.2020.9190282
  • Boutros, F.; Damer, N.; Raja, K.; Ramachandra, R.;; Kirchbuchner, F.; Kuijper, A. : Iris and periocular biometrics for head mounted displays: Segmentation, recognition, and synthetic data generation. In: Image and Vision Computing 104 (2020), Art. 104007, DOI: http://dx.doi.org/10.1016/j.imavis.2020.104007
  • Terhörst, P.; Riehl, K.; Damer, N.; Rot, P.; Bortolato, B.; Kirchbuchner, F.; Struc, V.; Kuijper, A.: PE-MIU: A Training-Free Privacy-Enhancing Face Recognition Approach Based on Minimum Information Units. In: IEEE access 8 (2020), S.93635-93647. DOI: http://dx.doi.org/10.1109/ACCESS.2020.2994960
  • Terhörst, P.; Huber, M.; Damer, N.; Rot, P.; Kirchbuchner, F.; Struc, V.; Kuijper, A. : Privacy Evaluation Protocols for the Evaluation of Soft-Biometric Privacy-Enhancing Technologies.
    In: A Brömme et al. (Hrs) ; Proc‘s BIOSIG 2020, 19th Int. Conf. of the Biometrics Special Interest Group. 16.-18.09.2020, Fully Virtual Conference Bonn: GI, 2020. pp. 215-222
    (GI-Edition - Lecture Notes in Informatics (LNI). Proceedings P-306)
  • Fu, B.; Damer, N.; Kirchbuchner, F. ; Kuijper, A. : Sensing Technology for Human Activity Recognition: A Comprehensive Survey.
    In: IEEE access 8 (2020), S.83791-83820. DOI: http://dx.doi.org/10.1109/ACCESS.2020.2991891
  • Terhörst, P.; Kolf, J.N.; Damer, N.; Kirchbuchner, F.; Kuijper, A.: SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness.In: Proc‘s Virtual Conf. on Computer Vision and Pattern Recognition, CVPR 2020, 14 - 19 June 2020, S.5650-5659. DOI: http://dx.doi.org/10.1109/CVPR42600.2020.00569
  • Fu, B.; Kirchbuchner, F; Kuijper, A.: Unconstrained workout activity recognition on unmodified commercial off-the-shelf smartphones. In: Proc‘s13th ACM Int. Conf. on PErvasive Technologies Related to Assistive Environments PETRA 2020,. 30.6 – 3.7.2020, Virtual Conference.  DOI: http://dx.doi.org/10.1145/3389189.3389195  

 

 

Year 2019

Year 2018

Year 2017

Year 2016

Year 2015

 

Year 2014

Year 2013

Year 2012

  • Jacobs, T.; Graf, B.: Practical Evaluation of Service Robots for Support and Routine Tasks in an Elderly Care Facility. In: Buss, M. (General Chair); IEEE / Robotics and Automation Society u. a.: IEEE Workshop on Advanced Robotics and its Social Impacts - ARSO 2012. May 2012, Munich, Germany. Piscataway, NJ: IEEE, 2012, S. 46-49.
  • Augusto, J. C.; Huch, M.; Kameas, A. J.; Maitland, J.; McCullagh, P.; Roberts, J.; Sixsmith, A.; Wichert R.: Handbook on Ambient Assisted Living - Technology for Healthcare, Rehabilitation and Well-being. Volume 11 of the AISE Book Series, IOS Press. 2012.
  • Wichert, R.; Furfari, F.; Kung, A.; Tazari, M. R.: How to Overcome the Market Entrance Barrier and Achieve the Market Breakthrough in AAL. In: Wichert; Reiner (Ed.) u. a.: Ambient Assisted Living: 5. AAL-Kongress 2012. Berlin: Springer, 2012.
  • Wichert, R.; Eberhardt, B. (Eds.): Ambient Assisted Living: 5. AAL-Kongress 2012. Verband der Elektrotechnik Elektronik Informationstechnik (VDE); Berlin: Springer, 2012.
  • Rehrl, T.; Troncy, R.; Bley, A.; Ihsen, S.; Scheibl, K., Schneider, W.; Glende, S.; Goetze, S.; Kessler, J.; Hintermueller, C., Wallhoff, F.: The Ambient Adaptable Living Assistant is Meeting its Users. In: Proc. AAL Forum 2012. Eindhoven, The Netherlands, September 2012.

Year 2011

  • Mertens, A.; Reiser, U.; Brenken, B.t; Lüdtke, M.; Hägele, M.; Verl, A.; Brandl, C.; Schlick, C.: Assistive Robots in Eldercare and Daily Living: Automation of Individual Services for Senior Citizens. In: Jeschke, S. (Ed.) u. a.: Intelligent Robotics and Applications Part I : 4th International Conference, ICIRA 2011. Aachen, Germany, December, 2011. Proceedings. Berlin; Heidelberg: Springer, 2011, Part I, S. 542-552 (Lecture Notes in Artificial Intelligence 7101).
  • Keyson, D.; Maher, M. L.; Streitz, N.; Cheok, A. D.; Augusto, J. C.; Wichert, R.; Englebienne, G.; Aghajan, H.; Krose, B.: Ambient Intelligence: Second International Joint Conference, AmI 2011, Amsterdam, The Netherlands, November 2011. Proceedings. Berlin; Heidelberg; New York: Springer, 2011 (Lecture Notes in Computer Science (LNCS)); November 2011.
  • Nazemi, K.; Burkhardt, D., Stab, C.; Breyer, M.; Wichert, R.; Fellner, D.: Natural Gesture Interaction with Accelerometer-based Devices in Ambient Assisted Environments. In: Wichert, Reiner (Ed.), u. a.,; Ambient Assisted Living: 4. AAL-Kongress 2011. Berlin: Springer, 2011, pp. 75-90.
  •  Tazari, M. R.; Wichert, R.; Norgall, T.: Towards a Unified Ambient Assisted Living and Personal Health Environment. In: Wichert, Reiner (Ed.) u. a.; Ambient Assisted Living: 4. AAL-Kongress 2011. Berlin: Springer, 2011, pp. 141-155.
  • Hanke, S.; Mayer, C.; Hoeftberger, O.; Boos, H.; Wichert, R.; Tazari, M. R.; Wolf, P.; Furfari, F.: UniversAAL - An Open and Consolidated AAL Platform. In: Wichert, Reiner (Ed.), u. a.; Ambient Assisted Living: 4. AAL-Kongress 2011. Berlin: Springer, 2011, pp. 127-140.
  • Jung, E.; Wichert, R.; John, M.; Norgall, T.: Sensors for Vital Data Monitoring in an AAL Setting. BMT-Kongress 2011. In: Biomedizinische Technik / Biomedical Engineering. Band 56, Heft s1, Seiten 1-8, ISSN (Online) 1862-278X, ISSN (Print) 0013-5585, DOI: 10.1515/BMT.2011.832, September 2011.
  • Kliem, A.; Hovestadt, M.; Kao, O.; Hänsel, J.; John, M.: Towards Self-Organization of Networked Medical Devices. In: Proceedings of the 16th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA2011), 2011. Berlin: Springer, 2011.

Year 2010

  • Haux, R.; Hein, A.; Eichelberg, M.; Appell, J.-E.; Goetze, S.; et al.: The Lower Saxony Research Network Design of Environments for Ageing (GAL) - Towards Interdisciplinary Research on ICT in Ageing Societies. Accepted at Informatics for Health and Social Care - Special Issue on Ageing and Technology, 2010.
  • Wojciechowski, M.: Building an Infrastructure Level Context Model in Ambient Assisted Living. In: Workshop über Selbstorganisierende, adaptive, kontextsensitive verteilte System (SAKS 2010), Kassel, Germany, March 2010.
  • Wojciechowski, M.; Deiters, W.: Building AAL Services Using the MILEO Context Server. In: The European Ambient Assisted Living Innovation Alliance Conference. Malaga, Spain, March 2010.
  • Kock, G.; John, M.; Klose, S.; Ernst, T.; Popescu, F.: Sensor Fusion and Motion Analysis for Medical Rehabilitation - The Fraunhofer FIRST Motion Technology Validation Lab. In: Systems Science, Vol 36, No.1, 2010.
  • Hipp, C.; Block, M.; Sproll, S.; Leibar, I.I.; Perez, G.G.; Peiteado, H.L.: Touchscreen and TV as user interface for an AAL-environment for elderly people. In: Ambient assisted living. 3. Deutscher AAL-Kongress mit Ausstellung Assistenzsysteme im Dienste des Menschen - Zuhause und Unterwegs 2010. CD-ROM : 26. - 27. Januar 2010 in Berlin, Tagungsbandbeiträge; VDE-Verlag

Year 2009

Year 2008

  • Wojciechowski, M.; Xiong, J.: A User Interface Level Context Model for Ambient Assisted Lving. In: International Conference on Smart Homes and Health Telematics (ICOST), June 2008, Ames, Iowa. Helal, S.: Smart Homes and Health Telematics. 6th International Conference, ICOST 2008: Springer, 2008. (Lecture Notes in Computer Science 5120), pp. 105-112, Ames, IA, USA, July 2008.
  • Wojciechowski, M.; Xiong, J.: On Context Modeling in Ambient Assisted Living. In: International Workshop on Modeling and Reasoning in Context (MRC), May 2008, Delft. Kofod-Petersen, A., et al.: HCP 2008. Part II: MRC 2008 - Fifth International Workshop on Modelling and Reasoning in Contex. Proceedings: Held at HCP 08, Third International Conference on Human Centered Processes; Delft: TELECOM Bretagne, 2008, pp. 13-24 Delft, Netherlands, June 2008.#
  • Rohdenburg, T.; Goetze, S.; Hohmann, V.; Kammeyer, K.-D.; Kollmeier, B.: Self-steering Binaural Beamformer Systems for Hearing Aids. In: 39. Jahrestagung der Deutsche Gesellschaft für Medizinische Physik e. V., Oldenburg, Germany, September 2008.