Publications by Signal Processing & Machine Learning

Are you looking for publications by Section of Signal Processing & Machine Learning? On this page you can find all the publications made by the Section of Signal Processing & Machine Learning - Department of Electrical and Computer Engineering, Aarhus University.

Below you can find a list of all the publications, their publishing date, their author(s), and titles. The list can be sorted by date, author, and title:

List of Publications

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Oudshoorn, F. W., S. Nadimi, E. & Jørgensen, R. N. (2010). Bite frequency measured by head pitch movements in grazing experiment.

Green, O., Jørgensen, R. N., Sørensen, C. A. G., Kristensen, K., Bochtis, D. & Sørensen, C. A. G. (2010). Hjulbelastning og dæktryks påvirkning af græsudbyttet. I Indvielse af nye high-tech forskningsfaciliteter, Foulum, Danmark https://www.researchgate.net/publication/233725865_Hjulbelastning_og_daektryks_pavirkning_af_graesudbyttet

Kusk, K., Nielsen, D. B., Thylstrup, T., Rasmussen, N. H., Jørvang , J., Pedersen, C. F. & Wagner, S. R. (2013). Feasibility of using a lightweight context-aware system for facilitating reliable home blood pressure self-measurements. I Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops: PervasiveHealth 2013 (s. 236-239) https://doi.org/10.4108/icst.pervasivehealth.2013.252107

Jørvang, J., Kusk, K., Nielsen, D. B., Thylstrup, T., Pedersen, C. F. & Wagner, S. R. (2013). Reliable Unsupervised Home Blood Pressure Self-Measurement with a Focus on Time-to-Rest using Sensor Fusion. The Journal of Pervasive Systems Engineering, 1. http://pervasivesystems.org/Papers/2013-1/Reliable%20Unsupervised%20Home%20Blood%20Pressure.pdf

Kanstrup, A. M., Bjerge, K. & Kristensen, J. E. (2010). A Living Laboratory Exploring Mobile Support for Everyday Life with Diabetes. Wireless Personal Communications, 53(3), 395-408. https://doi.org/10.1007/s11277-010-9953-3

Ahmed, M. U., Rehman, N., Looney, D., Rutkowski, T. M., Kidmose, P. & Mandic, D. P. (2012). Multivariate entropy analysis with data-driven scales. I 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (s. 3901-3904). IEEE. https://doi.org/10.1109/icassp.2012.6288770, https://doi.org/10.1109/ICASSP.2012.6288770

Dalgaard, E., Auken, E. & Larsen, J. J. (2011). Noise Cancellation of Multichannel Magnetic Resonance Sounding Measurements with Wiener and Adaptive Filters. Abstract fra EAGE Near Surface 2011, Leiceister, Storbritannien. http://www.earthdoc.org/publication/publicationdetails/?publication=53995

Karstoft, H. (2010). Kursus i Wavelets for ingeniører: Noter til Tisib2. Ingeniørhøjskolen i Aarhus.

Larsen, J. J., Johansen, L. G. & Karstoft, H. (2012). Electrocardiogram Derived Respiration using an Evolutionary Algorithm. I S. V. Huffel, C. M. B. A. Correia, A. L. N. Fred & H. Gamboa (red.), BIOSIGNALS 2012: Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (s. 147-152). SCITEPRESS Digital Library.

Madsen, J. K., Karstoft, H., Toftegaard, T. S. & Hansen, F. O. (2010). ASE-BAN, a Wireless Body Area Network Testbed.

Chavez Plascencia, A. & Karstoft, H. (2012). Improvement of KinectTM Sensor Capabilities by Fusion with Laser Sensing Data Using Octree. Sensors, 12, 3868-3878. https://doi.org/10.3390/s120403868

Pedersen, M. N., Letschnik, J., Schelde, L., Karstoft, H., Schurig, F. & Walter, U. (2013). Three-dimensional radiation pattern measurement strategy for ground station antennas. International Journal of Satellite Communications and Networking, 31(1), 39-50. https://doi.org/10.1002/sat.1020

Steen, K. A., Villa-Henriksen, A., Therkildsen, O. R., Karstoft, H. & Green, O. (2012). Automatic Detection of Animals using Thermal Imaging. Afhandling præsenteret på Agriculture & Engineering for a Healthier Life, Valencia, Spanien. http://cigr.ageng2012.org/images/fotosg/tabla_137_C0392.pdf

Kappel, S., Rathleff, M. S., Hermann, D., Simonsen, O., Karstoft, H. & Ahrendt, P. (2012). A Novel Method for Measuring In-Shoe Navicular Drop during Gait. Sensors, 12(9), 11697-711. https://doi.org/10.3390/s120911697

Kusk, K., Nielsen, D. B., Thylstrup, T., Rasmussen, N. H., Jørvang, J., Pedersen, C. F. & Wagner, S. R. (2012). Lessons Learned From a Lightweight Context-Aware System for Achieving Reliable Home Blood Pressure Self-Measurements. Afhandling præsenteret på NordiCHI 2012, The Nordic Conference on Human-Computer Interaction, Copenhagen, Danmark.

Dalgaard, E., Auken, E. & Larsen, J. J. (2012). Adaptive noise cancelling of multichannel magnetic resonance sounding signals. Geophysical Journal International, 191(1), 88-100. https://doi.org/10.1111/j.1365-246X.2012.05618.x

Steen, K. A., Therkildsen, O. R., Karstoft, H. & Green, O. (2012). Video-Based Detection of Goose Behaviours. Afhandling præsenteret på Agriculture & Engineering for a Healthier Life, Valencia, Spanien. http://cigr.ageng2012.org/images/fotosg/tabla_137_C0358.pdf

Jacobsen, R. H., Hansen, F. O., Madsen, J. K., Karstoft, H., Mikkelsen, P. H., Skogberg, T. A., Rasmussen, E. S., Andersen, C., Alrøe, M. & Toftegaard, T. S. (2011). A Modular Platform for Wireless Body Area Network Research and Real-life Experiments: The ASE-BAN Testbed. International Journal on Advances in Networks and Services, 4(3-4), 257-277. http://www.iariajournals.org/networks_and_services/netser_v4_n34_2011_paged.pdf

Steen, K. A., Therkildsen, O. R., Karstoft, H. & Green, O. (2012). Wildlife Communication: Electrical and Computer Engineering. Aarhus University, Department of Engineering. Technical report Nr. ECE-TR-7 https://pure.au.dk/portal/files/45572923/samlet_TCR_7_ver2.pdf

Sørensen, L. T., Schultz, N., Christensen, D. S., Jiang, B., Dalsgaard, P., Jensen, J. J., Larsen, L. B. & Pedersen, C. F. (2004). A user centred methodology for establishing PAN/PN scenarios. Afhandling præsenteret på My Personal Adaptive Global NET: Visions and beyond, Shanghai, Kina.

Schultz, N. (red.), Tan, S. (red.), Sørensen, J. K. (red.), Karamolegkos, P., Larsen, J. E., Larsen, L. B., Nikolakopoulos, G., Olseni, C., Patriakis, C. Z., Pedersen, C. F., Pedersen, J. S., Proschowsky, M., Protonotarios, V., Roswall, R., Saugstrup, D., Sørensen, L., Bessler, S., Hammershøj, A., Heinze, E. ... Xu, C. (2006). Draft User Functionalities and Interfaces of PN Services (Low-Fi Prototyping). Information Society Technologies, IST-FP6-IP-027396, My Personal Adaptive Global NET (MAGNET) Beyond, EU.

Pedersen, C. F., Dalsgaard, P., Larsen, L. B., Jensen, J. J., Hejlesen, O. K., Sørensen, L. T., Schultz, N. & Christensen, D. S. (2004). Analysis and design of a PN based health care service for diabetics. Afhandling præsenteret på My Personal Adaptive Global NET: Visions and beyond, Shanghai, Kina.

Jensen, K. L., Pedersen, C. F. & Larsen, L. B. (2007). Diasnet Mobile - A Personalized Mobile Diabetes Management and Advisory Service. Afhandling præsenteret på Conference on User Modelling, Corfu, Grækenland. http://www.iit.demokritos.gr/um2007/UM2007_WS7_PEL.pdf

Jensen, K. L., Pedersen, C. F. & Larsen, L. B. (2006). Towards useful and usable services in personal networks. I IEEE, 3rd Annual International Conference on Mobile and Ubiquitous System - Networking and Services (s. 1-8). https://doi.org/10.1109/MOBIQ.2006.340415

Olesen, H., Jiang, B., Butkus, A., Schultz, N., Saugstrup, D., Sørensen, L., Pedersen, C. F., Jensen, J. J., Larsen, L. B., Björksten, M., Markopoulos, A., Gkanas, I., Kaldanis, V., Prasad, R., Alm, K., Vila, J. P. & Köstering, N. (2004). User Requirements for PN to Drive the Definition of a Valid Architecture. (1. udgave udg.). Information Society Technologies, 507102, My Personal Adaptive Global NET, d1.1.1b

Dalsgaard, P., Pedersen, C. F., Andersen, O. & Bayya, Y. (2008). Using Zeros of the z-transform in the Analysis of Speech Signals. I Proceedings of ISCA ITRW - Speech Analysis and Processing for Knowledge Discovery

Westh Nicolajsen, H., Ahola, T., Fleury, A. M., Milkova Ilieva, T., Eg Larsen, J., Larsen, L. B., G. Nikolakopoulos, I., Z. Patrikakis, C., Pedersen, C. F., Roswall, R., Schultz, N. & Tolstrup Sørensen, L. (2007). Defining Usability of PN Services. Information Society Technologies, IST-FP6-IP-027396, My Personal Adaptive Global NET (MAGNET) Beyond, EU.

Pedersen, C. F., Andersen, O. & Dalsgaard, P. (2009). ZZT-domain Immiscibility of the Opening and Closing Phases of the LF GFM under Frame Length Variations. Poster-session præsenteret på International Conference on Spoken Language Processing, Interspeech, Brighton, Storbritannien.

Pedersen, C. F., Jensen, J. J., Dalsgaard, P., Larsen, L. B., Saugstrup, D. & Kaldanis, V. (2004). Report on set-up of field-trial. (1. udgave udg.). Information Society Technologies, 507102, My Personal Adaptive Global NET (MAGNET)

Pedersen, C. F., Andersen, O. & Dalsgaard, P. (2011). Adaptive Estimation of Zeros of Time-Varying Z-Transforms. Proceedings of the International Conference on Spoken Language Processing.

Pedersen, C. F., Andersen, O. & Dalsgaard, P. (2009). ZZT-domain Immiscibility of the Opening and Closing Phases of the LF GFM under Frame Length Variations. Proceedings of the International Conference on Spoken Language Processing, 1099-1102.

Brix, L., Pedersen, C. F., Hansen, K. V. & Larsen, O. V. (2001). Automatic mesh generation of the human brain for use in a neurosurgical simulator. I Magjarevic, R. : Tonkovic, S. : Bilas, V. : Lackovic, I. (eds.) (red.), Proceedings of the International Federation for Medical & Biological Engineering, IFMBE, IX Mediterranean Conference on Medical and Biological Engineering and Computing, Medicon 2001, part 2, June 12-15, Pula, Croatia (s. 978-982)

Pedersen, C. F., Trier Lund, M., Vardinghus Nielsen, C., Fromberg, J., Sloth, S., Bay Velling, M., Staach, L. & Lorenzen, T. (2000). Læring med IT: Novo Nordisk Projektet. Billeder, Video- og Lydoptagelser (digital), Novo Nordisk and The Danish Ministry of Education.

Pedersen, C. F. (2011). Leja ordering LSFs for accurate estimation of predictor coefficients. Proceedings of the International Conference on Spoken Language Processing.

Larsen, O. V., Haase, J., Hansen, K. V., Brix, L. C. & Pedersen, C. F. (2003). Training brain retraction in a virtual reality environment. I Westwood, J.D. : Hoffman, H.M. : Mogel, G.T. : Phillips, R. : Robb, R.A. : Stredney, D. (eds.) (red.), Medicine Meets Virtual Reality 11 - NextMed: Health Horizon, MMVR 11, Newport Beach, CA, USA], [22-25 January: Studies in Health Technology and Informatics (94 udg., s. 174-180).

Hansen, K. V., Brix, L. C., Pedersen, C. F., Haase, J. & Larsen, O. V. (2004). Modelling of interaction between a spatula and a human brain. Medical Image Analysis, 8(1), 23-33. https://doi.org/10.1016/j.media.2003.07.001

Cros, O., Volden, M., Flaaris, J. J., Brix, L. C., Pedersen, C. F., Hansen, K. V., Larsen, O. V., Østergaard, L. R. & Haase, J. (2002). Simulating the puncture of the human ventricle. I 10th Annual Medicine Meets Virtual Reality (MMVR) Conference, Digital upgrades: Applying Moore's Law to health

Dalsgaard, P., Pedersen, C. F. & Andersen, O. (red.) (2008). Proceedings for ISCA ITRW Speech Analysis and Processing for Knowledge Discovery.

Pedersen, C. F., Andersen, O. & Dalsgaard, P. (2010). Separation of Mixed Phase Signals by Zeros of the Z-transform: A Reformulation of Complex Cepstrum Based Separation by Causality. I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings, 2010(35), 5050-5053. https://doi.org/10.1109/ICASSP.2010.5495060

Markopoulos, A., Dalsgaard, P., Gkanas, I., Jensen, J. J., Jiang, B., Kaldanis, V., Larsen, L. B., Pedersen, C. F., Christensen, D. S., Schultz, N., Sørensen, L. T. & Peréz Vila, J. (2004). Preliminary report: Draft user centric scenarios for PNs of a valid architecture. Information Society Technologies, My Personal Adaptive Global NET (MAGNET), IST 507102.

Dalsgaard, P., Pedersen, C. F., Andersen, O. & Bayya, Y. (2008). Using zeros of the z-transform in the Analysis of Speech Signals. Poster-session præsenteret på Speech Analysis and Processing for Knowledge Discovery, Aalborg, Danmark.

Hejlesen, O. K., Larsen, L. B. & Pedersen, C. F. (2006). Telemedicine supported patient-centred diabetes care. I Proceedings 4th Scandinavian Conference on Health Informatics, SHI2006, 24-25 August 2006, Aalborg, Denmark

Brix, L. C., List Jensen, P., Pedersen, C. F., Hugo Pedersen, M. & Villadsen, K. (2000). AAUVIT, Aalborg University Virtual Interactive Tool: For conducting projects across the Internet. Afhandling præsenteret på 3rd Euro Education Conference, Aalborg, Danmark.

Pedersen, J. S., Ahola, T., Alutoin, M., Karamolegkos, P., Larsen, L. B., Eg Larsen, J., G. Nikolakopoulos, I., Z. Patrikakis, C., Pedersen, C. F., Roswall, R., Schultz, N., Tolstrup Sørensen, L. & Tan, S.-E. (2007). Usability of PN services (Low-Fi prototyping): D1.4.1. Information Society Technologies, IST-FP6-IP-027396, My Personal Adaptive Global NET (MAGNET) Beyond, EU.

Pedersen, C. F., Jensen, K. L., Larsen, S. & Larsen, L. B. (2005). Report on field trial results. Information Society Technologies, My Personal Adaptive Global NET (MAGNET) Nr. 507102

Pedersen, C. F., Brix, L. C., Hansen, K. V., Haase, J. & Larsen, O. V. (2002). Modeling interaction between a brain spatula and a human brain. Child's Nervous System, 18(5), 257-260. https://doi.org/10.1007/s00381-002-0581-4

Pedersen, C. F. & Brix, L. C. (2001). Collision detection and response: Generation and update methods for finite element meshes of deformable objects.

Haase, J., Hansen, K. V., Pedersen, C. F., Brix, L. C. & Larsen, O. V. (2002). Brain spatula training in Virtual Reality. I Proceedings of the 52nd Annual Meeting of the Congress of Neurological Surgeons

Steen, K. A., Therkildsen, O. R., Karstoft, H. & Green, O. (2012). A Vocal-Based Analytical Method for Goose Behaviour Recognition. Sensors, 12, 3773-3788. https://doi.org/10.3390/s120303773

Kristensen, M. V., Ahrendt, P., Lindballe, T. B., Nielsen, O. H. A., Kylling, A. P., Karstoft, H., Imparato, A., Rigau, L. H., Stadler, B., Stapelfeldt, H. & Keiding, S. R. (2012). Motion analysis of optically trapped particles and cells using 2D Fourier analysis. Optics Express, 20(3), 1953-1962. https://doi.org/10.1364/OE.20.001953

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Revideret 13.11.2025

AU Engineering