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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Jensen, T. & Karstoft, H. (2014). Intelligent Soil Tillage. Abstract fra AGROMEK and NJF Joint Seminar on Future Arable Farming and Agricultural Engineering, Herning, Danmark.

Beevi, F. H. A., Wagner, S. R., Pedersen, C. F. & Hallerstede, S. (2016). Data Quality Oriented Efficacy Evaluation Method for Ambient Assisted Living Technologies. I PervasiveHealth 2016 - 10th EAI International Conference on Pervasive Computing Technologies for Healthcare Association for Computing Machinery. https://doi.org/10.4108/eai.16-5-2016.2263753

Midtiby, H. S., Åstrand, B., Jørgensen, O. & Jørgensen, R. N. (2016). Upper limit for context-based crop classification in robotic weeding applications. Biosystems Engineering, 146, 183-192. https://doi.org/10.1016/j.biosystemseng.2016.01.012

Ravelo, B., Miranda, J., Cabral, J., Wagner, S. R., Pedersen, C. F., Memon, M. & Mathiesen, M. (2016, mar. 24). Radiated EMC Characterization of Common Recognition and Identification Platform for E-Healthcare.

Steen, K. A., Christiansen, P., Karstoft, H. & Nyholm Jørgensen, R. (2016). Using Deep Learning to Challenge Safety Standard for Highly Autonomous Machines in Agriculture. Journal of Imaging, 2(1), Artikel 6. https://doi.org/10.3390/jimaging2010006

Siboska, D. & Karstoft, H. (2015). Using illumination changes to synchronize eye tracking in visual paradigms. I G. Plantier, T. Schlutz, A. Fred & H. Gamboa (red.), Biomedical Engineering Systems and Technologies: 7th International Joint Conference, BIOSTEC 2014, Angers, France, March 3-6, 2014, Revised Selected Papers (Bind 511, s. 289-298) https://doi.org/10.1007/978-3-319-26129-4_19

Green, O., Edwards, G. T. C., Jæger, C. D., Steen, K. A., Christiansen, P., Dyrmann, M. & Nyholm Jørgensen, R. (2016). Udviklingen inden for præcisionsjordbrug og tilknyttet udstyr. I Plantekongres 2016 (s. 250-251). Artikel 66 https://www.landbrugsinfo.dk/Planteavl/Plantekongres/Filer/pl_plk2016_res_66_2_Ole_Green.pdf

Olesen, C. R., Nielsen, L., Hald, A. B., Fris, H. J., Madsen, C. F., Nyholm Jørgensen, R., Larsen, R. & Laursen, M. S. (2015). Vildtforvaltning i forbindelse med biomassehøst i ådale: Bedre forhold for vildtet og færre påkørsler. http://www.natlan.dk/Baggrund%20projekter/Vildtforvaltning_biomasse/Slutrapport_Vildtforvaltning%20i%20forbindelse%20med%20biomasseh%C3%B8st%20i%20%C3%A5dal_31102015.pdf

Rasmussen, S., Nyboe, N. S., Mai, S. S. & Larsen, J. J. (2015). Deconvolution of AEM Data via Analytically Described System Responses. I First European Airborne Electromagnetics Conference (Bind 2015). European Association of Geoscientists and Engineers. https://doi.org/10.3997/2214-4609.201413882

Fiandaca, G., Olsson, P.-I., Auken, E., Larsen, J. J., Maurya, P. K. & Dahlin, T. (2015). Doubling the Spectrum of Time-Domain Induced Polarization: Removal of Harmonic Noise and Self-Potential Drift. Abstract fra AGU Fall Meeting 2015, San Fransisco, USA. https://agu.confex.com/agu/fm15/meetingapp.cgi/Paper/75469

Larsen, J. J. & Behroozmand, A. A. (2015). Processing of Surface-NMR Data From Sites With High Noise. Abstract fra AGU Fall Meeting 2015, San Fransisco, USA. https://agu.confex.com/agu/fm15/meetingapp.cgi/Paper/69401

Mortensen, A. K., Karstoft, H., Nyholm Jørgensen, R., Larsen, R., Jørgensen, J. R. & Gislum, R. (2015). BioMap - Mapping of Biomass using UAV. http://dce-conference.au.dk/fileadmin/dce-conference.au.dk/Abstracts15/28_Mortensen.pdf

Beevi, F. H. A., Wagner, S. R., Hallerstede, S. & Pedersen, C. F. (2016). Data Quality Oriented Taxonomy of Ambient Assisted Living Systems. I IET International Conference on Technologies for Active and Assisted Living: TechAAL, 2015 Institution of Engineering and Technology. https://doi.org/10.1049/ic.2015.0140

Beevi, F. H. A., Miranda, J., Pedersen, C. F. & Wagner, S. R. (2015). An Evaluation of Commercial Pedometers for Monitoring Slow Walking Speed Populations. Telemedicine and e-Health, 22(5). https://doi.org/10.1089/tmj.2015.0120

Ravelo, B., Miranda, J., Cabral, J., Wagner, S. R., Pedersen, C. F., Memon, M., Mathiesen, M. & Jastrzebski , A. (2015). Analysis of a Healthcare Platform RF Emission in Indoor Environment. I Proceedings of the IEEE International Symposium on Electromagnetic Compatibility and EMC Europe: EMC 2015 (s. 1495-1500). IEEE.

Bäckström, T., Pedersen, C. F., Fischer, J., Hüttenberger, M. & Alfonso, P. (2015). Concept for Encoding of Information. (Patentnummer EP20140158396).

Bäckström, T., Pedersen, C. F., Fischer, J. & Pietrzyk, G. (2015). Finding Line Spectral Frequencies Using the Fast Fourier Transform. I Proceedings of the 2015 IEEE International Conference on Acoustics, Speech and Signal Processing: ICASSP (s. 5122-5126). IEEE. https://doi.org/10.1109/ICASSP.2015.7178947

Larsen, J. J. & Behroozmand, A. A. (2015). Surface-NMR in High Noise Areas. Poster session præsenteret på The 21st European Meeting of Environmental and Engineering Geophysics, Turin, Italien.

Larsen, J. J. & Auken, E. (2015). Despiking of magnetic resonance sounding signals. Afhandling præsenteret på The 6th International Workshop on Magnetic Resonance, Aarhus , Danmark. http://hgg.au.dk/fileadmin/www.dna18.au.dk/MRS2015_program.pdf

Bahner , K., Larsen, J. J. & Auken, E. (2015). Multichannel magnetic resonance sounding with wirelessly operated coils – A design study. Poster session præsenteret på The 6th International Workshop on Magnetic Resonance, Aarhus , Danmark. http://hgg.au.dk/fileadmin/www.dna18.au.dk/MRS2015_program.pdf

Tu, G. J., Karstoft, H., Pedersen, L. J. & Jørgensen, E. (2015). Illumination and Reflectance Estimation with its Application in Foreground Detection. Sensors, 15(9), 21407-21426. https://doi.org/10.3390/s150921407

Larsen, J. J., Dalgaard, E. B., Christiansen, P. & Auken, E. (2015). Mapping of electromagnetic noise in a magnetic resonance sounding context. I ASEG Extended Abstracts - 24th International Geophysical Conference and Exhibition: Geophysics and Geology Together for Discovery (Bind 2015/1). CSIRO Publishing. https://doi.org/10.1071/ASEG2015ab241

Nyholm Jørgensen, R., Steen, K. A. & Olesen, C. R. (2015). Method for removing animals from a field. (Patentnummer DK2015/050155).

Steen, K. A., Therkildsen, O. R., Karstoft, H. & Green, O. (2015). An adaptive scaring device. International Journal of Sustainable Agricultural Management and Informatics, 1(2), 130-141. https://doi.org/10.1504/IJSAMI.2015.070746

Hansen, M. K., Nyholm Jørgensen, R. & Pedersen, H. (2015). Object Detection and Terrain Classification in Agricultural Fields using 3D Lidar Data. I Computer Vision Systems: 10th International Conference, ICVS 2015, Proceedings (Bind 9163, s. 188-197). Springer. https://doi.org/10.1007/978-3-319-20904-3_18

Jensen, T., Munkholm, L. J., Green , O. & Karstoft, H. (2015). Soil Surface Roughness Using Cumulated Gaussian Curvature. I L. Nalpantidis, V. Krüger, J.-O. Eklundh & A. Gasteratos (red.), Computer Vision Systems : 10th International Conference, ICVS 2015, Proceedings (s. 533-541). Springer. https://doi.org/10.1007/978-3-319-20904-3_48

Mortensen, A. K., Gislum, R., Larsen, R. & Nyholm Jørgensen, R. (2015). Estimation of above-ground dry matter and nitrogen uptake in catch crops using images acquired from an octocopter. I J. V. Stafford (red.), Precision agriculture '15: Papers presented at the 10th European Conference on Precision Agriculture (Bind 2015, s. 127-134). Wageningen Academic Publishers. https://doi.org/10.3920/978-90-8686-814-8_15

Christiansen, P., Hansen, M. K., Steen, K. A., Karstoft, H. & Nyholm Jørgensen, R. (2015). Advanced sensor platform for human detection and protection in autonomous farming. I J. V. Stafford (red.), Precision agriculture '15: Papers presented at the 10th European Conference on Precision Agriculture (Bind 2015, s. 291-298). Wageningen Academic Publishers. https://doi.org/10.3920/978-90-8686-814-8_35

Dyrmann, M. & Nyholm Jørgensen, R. (2015). RoboWeedSupport: Weed recognition for reduction of herbicide consumption. I J. V. Stafford (red.), Precision agriculture '15: Papers presented at the 10th European Conference on Precision Agriculture Volcani Center, Israel 12-16 July 2015 (s. 571-578). Wageningen Academic Publishers. https://doi.org/10.3920/978-90-8686-814-8_71, https://doi.org/10.3920/978-90-8686-814-8

Nyholm Jørgensen, R., Brandt , M. B., Schmidt, T., Laursen, M. S., Larsen, R., Nørremark, M., Midtiby, H. S. & Christiansen, P. (2015). Field trial design using semi-automated conventional machinery and aerial drone imaging for outlier identification. I J. V. Stafford (red.), Precision agriculture '15: Papers presented at the 10th European Conference on Precision Engineering (Bind 2015, s. 151-158). Wageningen Academic Publishers. https://doi.org/10.3920/978-90-8686-814-8_18

Christiansen, M. P., Larsen, P. G. & Nyholm Jørgensen, R. (2015). Robotic Design Choice Overview using Co-simulation and Design Space Exploration. Robotics, 4, 398-421. https://doi.org/10.3390/robotics4040398

Christiansen, M. P. & Nyholm Jørgensen, R. (2015). Method for recording and predicting position data for a selfpropelled wheeled vehicle, and delivery or pick up system comprising a self-propelled, self-guided wheeled vehicle. (Patentnummer DK178276 (B1) ).

Ravelo, B., Miranda, J., Cabral, J., Wagner, S. R., Pedersen, C. F., Memon, M., Mathiesen, M. & Lalléchère, S. (2015). RF and EMC Investigation on CRIP System for the E-Healthcare CareStore Platform. I 9th European Conference on Antennas and Propagation (EuCAP) 2015 IEEE. http://ieeexplore.ieee.org.ez.statsbiblioteket.dk:2048/xpl/articleDetails.jsp?arnumber=7228157&newsearch=true&queryText=ravelo%20emc%20rf

Miranda, J., Cabral, J., Ravelo, B., Wagner, S. R., Pedersen, C. F., Memon, M. & Mathiesen, M. (2015). Wireless Authentication Platform for Healthcare Applications. Poster session præsenteret på IEEE MTT-S International Wireless Symposium, Shenzhen, Kina.

Miranda, J., Cabral, J., Ravelo, B., Wagner, S. R., Pedersen, C. F., Memon, M. & Mathiesen, M. (2015). Wireless Authentication Platform for Healthcare Applications. I 2015 IEEE International Wireless Symposium (IWS) (s. 1-4). IEEE. https://doi.org/10.1109/IEEE-IWS.2015.7164620

Laursen, M. S., Nyholm Jørgensen, R. & Midtiby, H. S. (2014). Improving the segmentation for weed recognition applications based on standard RGB cameras using optical filters. Abstract fra Agromek and NJF joint seminar, Herning, Danmark.

Christiansen, M. P., Larsen, P. G. & Nyholm Jørgensen, R. (2014). Robotic design choice overview using co-simulation. Abstract fra Agromek and NJF joint seminar, Herning, Danmark.

Christiansen, M. P., Laursen, M. S., Nyholm Jørgensen, R. & Hameed, I. A. (2014). Collaborative model based design of automated and robotic agricultural vehicles in the Crescendo Tool. Abstract fra Agromek and NJF joint seminar, Herning, Danmark. https://arxiv.org/pdf/1802.06296

Olesen, C. R., Nyholm Jørgensen, R., Nielsen, L. & Fris, H. J. (2015). Flere og flere rådyr bliver ofre ved græsslæt. Effektivt Landbrug. https://www.jaegerforbundet.dk/media/3202/hoestdrab-effektivt-landbrug-28marts2015-page17.pdf

Steen, K. A., Therkildsen, O. R., Green , O. & Karstoft, H. (2015). Detection of Bird Nests during Mechanical Weeding by Incremental Background Modeling and Visual Saliency. Sensors, 15(3), 5096-5111. https://doi.org/10.3390/s150305096

Nielsen, L., Olesen, C. R., Nyholm Jørgensen, R. & Fris, H. J. (2015). Sikring af levesteder på engarealer med biomassehøst i kombination med vildthensyn. Abstract fra Biodiversitetssymposiet 2015, Aarhus , Danmark.

Tu, G. J. & Karstoft, H. (2015). Logarithmic dyadic wavelet transform with its applications in edge detection and reconstruction. Applied Soft Computing, 26, 193-201. https://doi.org/10.1016/j.asoc.2014.09.044

Ravelo, B., Cabral, J., Wagner, S. R., Pedersen, C. F. & Mathiesen, M. (2014). EMI and BER/PER Analysis of Wi-Fi and Bluetooth Communication for CRIP Platform. Poster session præsenteret på 17e Colloque International et Exposition sur la Compatibilité Electromagnetique, Clermont-Ferrand, Frankrig.

Larsen, M., Adam, M. S., Schultz, U. P. & Nyholm Jørgensen, R. (2014). Towards automatic consistency checking of software components in field robotics. I Proceedings of the Second International Conference on Robotics, Associated High-Technologies and Equipment for Agriculture and Forestry - RHEA 2014: New trends in mobile robotics, perception and actuation for agriculture and forestry (s. 409-418)

Nielsen, M. R., Laursen, M. S., Jonassen, M. S., Nielsen, K. & Nyholm Jørgensen, R. (2013). Gall mite inspection on dormant black currant buds using machine vision. I Precision Agriculture 2013 - Papers Presented at the 9th European Conference on Precision Agriculture, ECPA 2013 (s. 517-524) http://www.scopus.com/inward/record.url?scp=84893421680&partnerID=8YFLogxK

Miranda, J., Cabral, J., Ravelo, B., Wagner, S. R., Pedersen, C. F., Memon, M. & Mathiesen, M. (2015). Radiated EMC immunity investigation of common recognition identification platform for medical applications. Journal of Physics D: Applied Physics, 69(1). https://doi.org/10.1051/epjap/2014140230

Gislum, R., Nyholm Jørgensen, R. & Mortensen, A. K. (2015). Mulige gevinster ved gradueret gødskning på basis af droneoptagelser. Abstract fra Plantekongres 2015, Herning, Danmark.

Nyholm Jørgensen, R. & Nørremark, M. (2015). Muligheder og perspektiver i anvendelse af robotter i roer, gulerødder og kartofler. Abstract fra Plantekongres 2015, Herning, Danmark.

Nielsen, L., Olesen, C. R., Nyholm Jørgensen, R. & Fris, H. J. (2015). Sikring af levesteder på engarealer med biomassehøst i kombination med vildthensyn. Poster session præsenteret på Biodiversitetssymposiet 2015, Aarhus , Danmark.

Laursen, M. S., Midtiby, H. S., Kruger, N. & Jorgensen, R. N. (2014). Statistics-based segmentation using a continuous-scale naive Bayes approach. Computers and Electronics in Agriculture, 109, 271-277. https://doi.org/10.1016/j.compag.2014.10.009

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Revideret 10.08.2023

AU Engineering