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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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Malik, Q. W., Rehman, N. U., Gull, S., Ehsan, S. & McDonald-Maier, K. D. (2019). FPGA-Based Real-Time Implementation of Bivariate Empirical Mode Decomposition. Circuits, Systems, and Signal Processing, 38(1), 118-137. https://doi.org/10.1007/s00034-018-0844-2
Gul, S., Siddiqui, M. F. & Rehman, N. U. (2020). FPGA-Based Design for Online Computation of Multivariate Empirical Mode Decomposition. IEEE Transactions on Circuits and Systems Part 1: Regular Papers, 67(12), 5040-5050. Article 9159690. https://doi.org/10.1109/TCSI.2020.3012351
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
Jørgensen, R. (2007). Flyt ikke studiet væk fra de studerende. Horsens Folkeblad, 2, 2. sektion.
Sahana, G., Gebreyesus, G., Cheruiyot Bett , R., Kinyua, J., Roos, N., MBI Tanga, C., Mwikirize, C., Akol, R., Khamis, F. M., Karstoft, H., Bjerge, K., Nkirote Kunyanga , C., Hansen, L. S., Nielsen, H. M., Lund, M. S., Geoffrey, S., Walusimbi, S. & Nakimbugwe, D. (2024). FLYgene: Advancing Sustainable Breeding Programs and Genomic Tools for Black Soldier Fly (Hermetia illucens) in Kenya and Uganda. In Book of Abstracts of the 75th Annual Meeting of the European Federation of Animal Science (pp. 633-633) https://docs.eaap.org/boa/2024_Florence_EAAP_Book_Abstracts.pdf
Jørgensen, B. J. & Jørgensen, R. (1994). Flerårige energiafgrøder er bedst for miljøet. Dansk BioEnergi, 18, 8-9.
Jørgensen, B. J. & Jørgensen, R. (1996). Flerårige afgrøder udsender mest lattergas. Dansk BioEnergi, 29, 16-17.
Sørensen, C. A. G., Jørgensen, R., Jensen, L. A. & Madsen, S. B. (2005). Fleet support system. In Proc. XXXI CIOSTA-CIGR V cong. on Increasing Work Efficiency in Agriculture, Horticulture and Forestry, University of Hohenheim, Stuttgart, Germany. ISB https://www.researchgate.net/publication/280306216_Fleet_support_system
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. https://doi.org/10.1109/ICASSP.2015.7178947
Olesen, H., Jiang, B., Schultz, N., Sørensen, L., Saugstrup, D., Skouby, K. E., Pedersen, C. F., Larsen, L. B., Bjorksten, M., Kaldanis, V., Prasad, R., Olséni, C., Roswall, R. & Vila, J. (2005). Final user requirements for the PN service architecture. Information Society Technologies, My Personal Adaptive Global NET (MAGNET), IST 507102.
Rehman, N. U. & Mandic, D. P. (2011). Filter Bank Property of Multivariate Empirical Mode Decomposition. IEEE Transactions on Signal Processing, 59(5), 2421-2426. https://doi.org/10.1109/tsp.2011.2106779
Bjerge, K., Pinoy, N., Karstoft, H. & Høye, T. T. (2023). Field trials with automated moth monitoring in three different habitats of Denmark. Abstract from 2023 Butterfly Conservation Symposium, Bedfordshire , United Kingdom.
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. In J. V. Stafford (Ed.), Precision agriculture '15: Papers presented at the 10th European Conference on Precision Engineering (Vol. 2015, pp. 151-158). Wageningen Academic Publishers. https://doi.org/10.3920/978-90-8686-814-8_18
Giselsson , T. M. & Nyholm Jørgensen, R. (2013). Field Simulation Method for Testing Computer Vision Algorithms. Paper presented at CIOSTA XXXV Conference, Billund, Denmark.
Bjerge, K., Bodesheim, P. & Karstoft, H. (2024). Few-Shot Learning with Novelty Detection. 340-363. Paper presented at DeLTA 2024 - 5th International Conference on Deep Learning Theory and Applications. https://doi.org/10.1007/978-3-031-66694-0_21
Griffiths, M. P. & Hardenberg, M. (2024). Feasibility study of steady-state surface NMR with adiabatic pulses. Paper presented at EAGE Near Surface Geoscience, Helsinki, Finland.
Hardenberg, M., Griffiths, M. P., Grombacher, D. & Larsen, J. J. (2024). Feasibility study of steady-state surface NMR with adiabatic pulses. In NSG2024, 30th European Meeting of Environmental and Engineering Geophysics (pp. 1-5). European Association of Geoscientists and Engineers. https://doi.org/10.3997/2214-4609.202420051
Sørensen, C. A. G., Green, O., Nørremark, M., Jørgensen, R. N., Jensen, K., Maagaard, J. & Jensen, L. A. (2009). Feasibility study of a plant nursing robot performing weeding operations. In Proceedings of the NJF Seminar Nordic Association of Agricultural Scientists.
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. In Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops: PervasiveHealth 2013 (pp. 236-239) https://doi.org/10.4108/icst.pervasivehealth.2013.252107
Larsen, J. J., Dalgaard, E., Christiansen, P. & Auken, E. (2014). Fast mapping and analysis of anthropogenic noise sources affecting MRS experiments. In Near Surface Geoscience 2014 - 20th European Meeting of Environmental and Engineering Geophysics European Association of Geoscientists and Engineers. http://www.scopus.com/inward/record.url?scp=84908375168&partnerID=8YFLogxK
Akbar, H., Abro, G. E. M., Baloch, S. K., Khan, T. A., Memon, I., Nasir, H. & Memon, S. A. (2026). Exploring carbon nanotube-copper composites for enhanced induction motor design in electrical vehicles. Scientific Reports, 16(1), Article 3505. https://doi.org/10.1038/s41598-025-32761-w
Jørgensen, R., Hansen, P. M. & Bro, R. (2006). Exploratory study of winter wheat reflectance during vegetative growth using three-mode component analysis. International Journal of Remote Sensing, 27(5), 919-937.
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 on E-Health, EH 2016 - Part of the Multi Conference on Computer Science and Information Systems 2016 (pp. 59-66). IADIS.
Nielsen, K. K., Andersen, H. J., Thomsen, A., Jørgensen, J. R. & Jørgensen, R. N. (2009). Estimation of leaf area index in cereal crops using red–green images. Biosystems Engineering, 104(3), 308-317. https://doi.org/10.1016/j.physletb.2003.10.071
Mashhadi, S. R., Grombacher, D., Pedersen, J. B., Jørgensen, F., Andersen, T. R. & Griffiths, M. P. (2024). Estimation of hydraulic conductivity variations within glacial sediments at Endelave island by borehole NMR data. In 30th European Meeting of Environmental and Engineering Geophysics, Held at the Near Surface Geoscience Conference and Exhibition 2024, NSG 2024 European Association of Geoscientists and Engineers, EAGE. https://doi.org/10.3997/2214-4609.202420047
Lakshminarayanan, S., Duecker, D., Sarabakha, A., Ganguly, A., Takayama, L. & Haddadin, S. (2024). Estimation of External Force acting on Underwater Robots. In 2024 IEEE 20th International Conference on Automation Science and Engineering, CASE 2024 (pp. 3125-3131). IEEE. https://doi.org/10.1109/CASE59546.2024.10711608
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