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., Green, O., Munkholm, L. J. & Karstoft, H. (2016). Fourier and granulometry methods on 3D images of soil surfaces for evaluating soil aggregate size distribution. American Society of Agricultural and Biological Engineers. Transactions, 32(5), 609-615. https://doi.org/10.13031/aea.32.10938

Gislum, R., Abel, S., Mortensen, A. K. & Boelt, B. (2016). Anvendelse af droner med kamera til bestemmelse af afgrødeindeks i græsfrø afgrøder / The use of drones with camera to determine crop index in grass seed crops. In Proceedings of the 16th Nordic herbage seed production seminar: NJF seminar 491. 20 – 22 June 2016, Grimstad, Norway (pp. 57-60) http://njf.nu/assets/Proceedings-NJF-seminar491-Grimstad-2016.pdf

Mortensen, A. K., Dyrmann, M., Karstoft, H., Nyholm Jørgensen, R. & Gislum, R. (2016). Semantic Segmentation of Mixed Crops using Deep Convolutional Neural Network. Paper presented at CIGR 2016, World Congress. http://conferences.au.dk/uploads/tx_powermail/biomap_-_cigr_2016_-_paper_-_final.pdf

Dyrmann, M., Mortensen, A. K., Midtiby, H. S. & Nyholm Jørgensen, R. (2016). Pixel-wise classification of weeds and crops in images by using a Fully Convolutional neural network. Paper presented at International Conference on Agricultural Engineering 2016, Aarhus, Denmark. http://conferences.au.dk/uploads/tx_powermail/cigr2016paper_semanticsegmentation.pdf

Wagner, S. R., Beevi, F. H. A., Pedersen, C. F., Miranda, J., Cabral, J. & Ravelo, B. (2016). Evaluation of Caregivers' First Time Use of a Seamless Deployment Platform. In Proceedings of the International Conference e-Health 2016 (pp. 59-66). IADIS.

Hansen, M. K., Christiansen, P., Korthals, T., Jungeblut, T., Karstoft, H. & Nyholm Jørgensen, R. (2016). Multi-modal Obstacle Detection and Evaluation of Occupancy Grid Mapping in Agriculture. Paper presented at International Conference on Agricultural Engineering 2016, Aarhus, Denmark. http://conferences.au.dk/uploads/tx_powermail/2016cigr_-_multi-modal_obstacle_detection_and_evaluation_of_evidence_grid_mapping_in_agriculture.pdf

Christiansen, P., Sørensen, R., Skovsen, S., Jæger, C. D., Nyholm Jørgensen, R., Karstoft, H. & Steen, K. A. (2016). Towards Autonomous Plant Production using Fully Convolutional Neural Networks. Paper presented at International Conference on Agricultural Engineering 2016, Aarhus, Denmark. http://conferences.au.dk/uploads/tx_powermail/2016cigr-towardsautomousplantproductionusingfullyconvolutionalneuralnetworks.pdf

Hansen, M. K., Underwood, J. & Karstoft, H. (2016). Self-supervised Traversability Assessment in Field Environments with Lidar and Camera. Poster session presented at International Conference on Agricultural Engineering 2016, Aarhus, Denmark.

Pedersen, C. F. (2016). Total Variation Optimization for Compressed Sensing Image Reconstruction. Faculty of Engineering and Science, Dept. of Computer Science, Aalborg University.

Miranda, J., Memon, M., Cabral, J., Ravelo, B., Wagner, S. R., Pedersen, C. F., Mathiesen, M. & Nielsen, C. (2017). Eye on Patient Care: Continuous Health Monitoring: Design and Implementation of a Wireless Platform for Healthcare Applications. IEEE Microwave Magazine, 18(2), 83-94. https://doi.org/10.1109/MMM.2016.2635898

Mortensen, A. K., Lisouski, P. & Ahrendt, P. (2016). Weight prediction of broiler chickens using 3D computer vision. Computers and Electronics in Agriculture, 123, 319-326. https://doi.org/10.1016/j.compag.2016.03.011

Kjeldsen, M., Gregersen, T., Wagner, S. R., Bøgh, C. G. V. & Nielsen, C. (2016). A system for monitoring real-time body parameters of sows using a lightweight and flexible wireless sensor platform. Journal of Agricultural Informatics, 7(1), 47-56. https://doi.org/10.17700/jai.2016.7.1.252

Wagner, S. R. (2016). Towards Future Reliable Pervasive Healthcare with Adherence Strategy Engineering. In Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2016: Future of Pervasive Health Workshop Association for Computing Machinery. https://doi.org/10.4108/eai.16-5-2016.2263752

Jensen, T. & Karstoft, H. (2014). Intelligent Soil Tillage. Abstract from NJF Seminar, Herning, Denmark.

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), [6]. https://doi.org/10.3390/jimaging2010006

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

Zujevs, A., Osadcuks, V. & Ahrendt, P. (2015). Trends in Robotic Sensor Technologies for Fruit Harvesting: 2010-2015. Procedia Computer Science, 77, 227-233. https://doi.org/10.1016/j.procs.2015.12.378

Tu, G. J., Hansen, M. K., Kryger, P. & Ahrendt, P. (2016). Automatic behaviour analysis system for honeybees using computer vision. Computers and Electronics in Agriculture, 122(March), 10-18. https://doi.org/10.1016/j.compag.2016.01.011

Wagner, S. R. & Beevi, F. H. A. (2015). Healthcare Technology Assessment of Ambient Assisted Living Products for Fall Detection and Activity Tracking of Senior Citizens. Journal of Pervasive Systems Engineering, 4(1). http://pervasivesystems.org/Papers/2015-1/Report%20-%20Healthcare%20Technology%20Assessment%20of%20Ambient%20Assisted%20Living%20Products%20for%20Fall%20Detection%20and%20Activity%20Tracking%20of%20Senior%20Citizens.pdf

Rahbek, B. N., Vraa, C. M. & Wagner, S. R. (2015). Performance Comparison of Middleware Technologies. Journal of Pervasive Systems Engineering, 4(1). http://pervasivesystems.org/Papers/2015-1/Article%20-%20Performance%20Comparison%20of%20Middleware%20Technologies.pdf

Wagner, S. R., Bertelsen, O. W. & Toftegaard, T. S. (2015). Applicability of the Reliable Evaluation Infrastructure Toolkit for Facilitating Self-Care Research. Journal of Pervasive Systems Engineering, 4(1). http://pervasivesystems.org/Papers/2015-1/Article%20-%20APPLICABILITY%20OF%20THE%20RELIABLE%20EVALUATION%20INFRASTRUCTURE%20TOOLKIT%20FOR%20FACILITATING%20SELF-CARE%20RESEARCH%20.pdf

Barton, C. J., Kappel, S., Ahrendt, P., Simonsen, O. H. & Rathleff, M. S. (2015). Dynamic navicular motion measured using a stretch sensor is different between walking and running, and between over-ground and treadmill conditions. Journal of Foot and Ankle Research, 8(5). https://doi.org/10.1186/s13047-015-0063-z

Rasmussen, S., Nyboe, N. S., Mai, S. S. & Larsen, J. J. (2015). Deconvolution of AEM Data via Analytically Described System Responses. In First European Airborne Electromagnetics Conference (Vol. 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 from AGU Fall Meeting 2015, San Fransisco, United States. 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 from AGU Fall Meeting 2015, San Fransisco, United States. 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

Wagner, S. R. (2015). Telemedicine Systems Engineering. Medivate Publishing. https://www.saxo.com/dk/telemedicine-systems-engineering_pdf_9788799850310

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. In Proceedings of the IEEE International Symposium on Electromagnetic Compatibility and EMC Europe: EMC 2015 (pp. 1495-1500). IEEE.

Bäckström, T., Pedersen, C. F., Fischer, J., Hüttenberger, M. & Alfonso, P. (2015). Concept for Encoding of Information. (Patent No. EP20140158396).

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

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

Larsen, J. J. & Auken, E. (2015). Despiking of magnetic resonance sounding signals. Paper presented at The 6th International Workshop on Magnetic Resonance, Aarhus , Denmark. 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 presented at The 6th International Workshop on Magnetic Resonance, Aarhus , Denmark. 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. In ASEG Extended Abstracts - 24th International Geophysical Conference and Exhibition: Geophysics and Geology Together for Discovery (Vol. 2015/1). CSIRO Publishing. https://doi.org/10.1071/ASEG2015ab241

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

Jensen, T., Munkholm, L. J., Green , O. & Karstoft, H. (2015). Soil Surface Roughness Using Cumulated Gaussian Curvature. In L. Nalpantidis, V. Krüger, J-O. Eklundh & A. Gasteratos (Eds.), Computer Vision Systems : 10th International Conference, ICVS 2015, Proceedings (pp. 533-541). Springer. Lecture Notes in Computer Science Vol. 9163 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. In J. V. Stafford (Ed.), Precision agriculture '15: Papers presented at the 10th European Conference on Precision Agriculture (Vol. 2015, pp. 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. In J. V. Stafford (Ed.), Precision agriculture '15: Papers presented at the 10th European Conference on Precision Agriculture (Vol. 2015, pp. 291-298). Wageningen Academic Publishers. https://doi.org/10.3920/978-90-8686-814-8_35

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. In 9th European Conference on Antennas and Propagation (EuCAP) 2015 IEEE. European Conference on Antennas and Propagation (EUCAP) 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 presented at IEEE MTT-S International Wireless Symposium, Shenzhen, China.

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

Madsen, M., Oslen, J. S., Wagner, S. R. & Pedersen, M. K. (2014). Challenges in Applying Standard Telemedicine Solutions in the Home of Type 2 Diabetics. In Pervasive Health '14: Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare (pp. 214-217). ICST, The Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. https://doi.org/10.4108/icst.pervasivehealth.2014.255244

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

Wagner, S., Buus, N. H., Jespersen, B., Ahrendt, P., Bertelsen, O. W. & Toftegaard, T. S. (2013). Measurement adherence in the blood pressure self-measurement room. Telemedicine and e-Health, 19(11), 826-33. https://doi.org/10.1089/tmj.2013.0032

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 presented at 17e Colloque International et Exposition sur la Compatibilité Electromagnetique, Clermont-Ferrand, France.

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

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AU Engineering