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

Iosifidis, A. & Gabbouj, M. (2015). On the kernel Extreme Learning Machine speedup. Pattern Recognition Letters, 68/1, 205-210. https://doi.org/10.1016/j.patrec.2015.09.015

Ahmadieh Khanesar, M., Kayacan, E. & Kaynak, O. (2015). Optimal Sliding Mode Type-2 TSK Fuzzy Control of a 2-DOF Helicopter. In Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on (pp. 1-6). IEEE . https://doi.org/10.1109/FUZZ-IEEE.2015.7337799

Maslim, R., Chaoyi, H., Yixi, Z., Linhao, J., Bahadir Kocer, B. & Kayacan, E. (2015). Performance evaluation of adaptive and nonadaptive fuzzy structures for 4D trajectory tracking of quadrotors: A comparative study. In Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on (pp. 1-7). IEEE. https://doi.org/10.1109/FUZZ-IEEE.2015.7337945

Jun Hao Nicholas, N., Bahadir Kocer, B., Kayacan, E. & Wai Yee, Y. (2015). Piezoceramic Materials for Energy Harvesting on 3D Printed Unmanned Aerial Vehicles: A Feasibility Study. In Humanitarian Technology Conference (R10-HTC), 2015 IEEE Region 10 (pp. 1-4). IEEE. https://doi.org/10.1109/R10-HTC.2015.7391845

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

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

Iosifidis, A., Tefas, A. & Pitas, I. (2015). Regularized Extreme Learning Machine for large-scale media content analysis. In Procedia Computer Science (pp. 420-427). ELSEVIER. https://doi.org/10.1016/j.procs.2015.07.319

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. http://ieeexplore.ieee.org.ez.statsbiblioteket.dk:2048/xpl/articleDetails.jsp?arnumber=7228157&newsearch=true&queryText=ravelo%20emc%20rf

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

Dyrmann, M. & Nyholm Jørgensen, R. (2015). RoboWeedSupport: Weed recognition for reduction of herbicide consumption. In J. V. Stafford (Ed.), Precision agriculture '15: Papers presented at the 10th European Conference on Precision Agriculture Volcani Center, Israel 12-16 July 2015 (pp. 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

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 presented at Biodiversitetssymposiet 2015, Aarhus , Denmark.

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

Iosifidis, A., Tefas, A. & Pitas, I. (2015). Single-hidden Layer Feedforward Neural network training using class geometric information. In Lecture Notes: Studies in Computational Intelligence Springer.

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. https://doi.org/10.1007/978-3-319-20904-3_48

Iosifidis, A., Tefas, A. & Pitas, I. (2015). Sparse Extreme Learning Machine classifier exploiting Intrinsic Graphs. Pattern Recognition Letters, 65, 192-196. https://doi.org/10.1016/j.patrec.2015.07.036

Kayacan, E., Ahmadieh Khanesar, M. & Kayacan, E. (2015). Stabilization of Type-2 Fuzzy Takagi- Sugeno-Kang Identifier Using Lyapunov Functions. In Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on (pp. 1-6). IEEE . https://doi.org/10.1109/FUZZ-IEEE.2015.7337809

Sridharan, K. S., Johnsen, E. L., Beniczky, S., Johansen, L. G., Sunde, N. & Østergaard, K. (2015). Studying somatosensory function in Parkinson’s disease using Magnetoencephalography. Poster session presented at PhD day 2015, Aarhus University, Denmark.

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.

Iosifidis, A., Marami, E., Tefas, A., Pitas, I. & Lyroudia, K. (2015). The MOBISERV-AIIA Eating and Drinking multi-view database for vision-based assisted living. Journal of Information Hiding and Multimedia Signal Processing, 6(2), 254-273. http://bit.kuas.edu.tw/~jihmsp/2015/vol6/JIH-MSP-2015-02-008.pdf

Kayacan, E., Kayacan, E., Ramon, H. & Saeys, W. (2015). Towards agrobots: Identification of the yaw dynamics and trajectory tracking of an autonomous tractor. Computers and Electronics in Agriculture, 115, 78-87. https://doi.org/10.1016/j.compag.2015.05.012

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) https://doi.org/10.1007/978-3-319-26129-4_19

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

Patrona, F., Iosifidis, A., Tefas, A., Nikolaidis, N. & Pitas, I. (2015). Visual Voice Activity Detection based on Spatiotemporal Information and Bag of Words. In Image Processing (ICIP), 2015 IEEE International Conference on (pp. 2334-2338). IEEE. https://doi.org/10.1109/ICIP.2015.7351219

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

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.

Steen, K. A., McClellan, J. H., Green, O. & Karstoft, H. (2014). Acoustic Source Tracking in Long Baseline Microphone Arrays. Applied Acoustics, 87, 38–45. https://doi.org/10.1016/j.apacoust.2014.06.002

Memon, M., Wagner, S. R., Pedersen, C. F., Beevi, F. H. A. & Hansen, F. O. (2014). Ambient Assisted Living Healthcare Frameworks, Platforms, Standards, and Quality Attributes. Sensors, 14, 4312-4341. https://doi.org/10.3390/s140304312

Jensen, T., Munkholm, L. J., Green, O. & Karstoft, H. (2014). A mobile surface scanner for soil studies. In 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 (pp. 187-194)

Thanh Nguyen, T., Keresztes, J., Vandevoorde, K., Kayacan, E., G. de Baerdemaeker, J. & Saeys, W. (2014). Apple detection algorithm for robotic harvesting using a RGB-D camera. In Proceedings International Conference of Agricultural Engineering (pp. 1-8) https://pdfs.semanticscholar.org/d294/58c25c8bde8492c15eacb96c871c2030f2c5.pdf

Dalgaard, E. B., Christiansen, P., Larsen, J. J. & Auken, E. (2014). A temporal and spatial analysis of anthropogenic noise sources affecting SNMR. Journal of Applied Geophysics, 110, 34-42. https://doi.org/10.1016/j.jappgeo.2014.08.009

Steen, K. A., Therkildsen, O. R., Karstoft, H. & Green, O. (2014). Audio-Based Detection and Recognition of Conflict Species in Outdoor Environments Using Pattern Recognition Methods. Applied Engineering in Agriculture, 30(1), 89-96. https://doi.org/10.13031/aea.30.9817

Christiansen, P., Steen, K. A., Nyholm Jørgensen, R. & Karstoft, H. (2014). Automated Detection and Recognition of Wildlife Using Thermal Cameras. Sensors, 14(8), 13778-13793. https://doi.org/10.3390/s140813778

Mortensen, A. K., Søegaard, K. & Nyholm Jørgensen, R. (2014). Bestemmelse af kløver- og græsandele i kløvergræsmarker ved hjælp af billedanalyse. Oversigt over Landsforsoegene, 2014, 357-358. https://www.landbrugsinfo.dk/Planteavl/Landsforsoeg-og-resultater/Oversigten-og-tabelbilaget/Sider/pl_oversigt_over_landsforsoegene_2014.aspx

Rasmussen, M. D., Nyholm Jørgensen, R., Steen, K. A., Asferg, T. & Therkildsen, O. R., (2014). Bidrag til besvarelse af FLF spørgsmål 356 vedrørende vildtvenlige høstmetoder og udvikling i vildtbestand, No. 1233137, 4 p., May 23, 2014.

D. Nona, K., Lenaerts, B., Kayacan, E. & Saeys, W. (2014). Bulk compression characteristics of straw and hay. Biosystems Engineering, 118, 194-202. https://doi.org/10.1016/j.biosystemseng.2013.12.005

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 from Agromek and NJF joint seminar, Herning, Denmark. https://arxiv.org/pdf/1802.06296

Green, O., Schmidt, T., Pietrzkowski, R. P., Jensen, K., Larsen, M. & Nyholm Jørgensen, R. (2014). Commercial Autonomous Agricultural Platform - Kongskilde Robotti. In 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 (pp. 351-356) https://www.semanticscholar.org/paper/Commercial-autonomous-agricultural-platform%3A-Green-Schmidt/c13e209be6e181138d081a5dc6751286cd67d2ad

Wagner, S. R., Stenner, R., Memon, M., Beevi, F. H. A. & Pedersen, C. F. (2014). Common Ambient Assisted Living Home Platform for Seamless Care. Abstract from 8th International Conference on Pervasive Computing Technologies for Healthcare, Oldenburg, Germany.

Iosifidis, A., Tefas, A. & Pitas, I. (2014). Computational Intelligence Approaches for Digital Media Analysis and Description. In J.-S. Pan, V. Snasel, E. S. Corchado, A. Abraham & S.-L. Wang (Eds.), Intelligent Data analysis and its Applications, Volume II (Vol. 2, pp. 263-272). Springer. https://doi.org/10.1007/978-3-319-07773-4_26

Iosifidis, A., Tefas, A. & Pitas, I. (2014). Discriminant Bag of Words based Representation for Human Action Recognition. Pattern Recognition Letters, 49, 185-192. https://doi.org/10.1016/j.patrec.2014.07.011

Kayacan, E., Kayacan, E., Ramon, H. & Saeys, W. (2014). Distributed nonlinear model predictive control of an autonomous tractor-trailer. Mechatronics, 24(8), 926-933. https://doi.org/10.1016/j.mechatronics.2014.03.007

Rehman, N. U. & Mandic, D. P. (2014). Dynamically-Sampled Bivariate Empirical Mode Decomposition. IEEE Signal Processing Letters, 21(7), 857-861. https://doi.org/10.1109/lsp.2014.2317773

Hajj, R., Ravelo, B., Cabral, J., Wagner, S. R., Pedersen, C. F. & Mathiesen, M. (2014). EMI Analysis of Wi-Fi and Bluetooth RF Communication for Medical Applications. In CEM 2014 - Actes du 17ème Colloque International et Exposition sur la Compatibilité ÉlectroMagnétique

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

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.

Mortensen, A. K., Karstoft, H., Søegaard, K. & Nyholm Jørgensen, R. (2014). Estimating the content of clover and grass in the sward using a consumer camera and image processing. Abstract from Agromek and NJF joint seminar, Herning, Denmark. http://www.njf.nu/477.htm

Iosifidis, A., Tefas, A. & Pitas, I. (2014). Exploiting Local Class Information in Extreme Learning Machine. In IEEE Symposium Series on Computational Intelligence (SSCI): Computational Intelligence for Engineering Solutions http://poseidon.csd.auth.gr/papers/PUBLISHED/CONFERENCE/pdf/2014/Iosifidis_2014_NCTA.pdf

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

Iosifidis, A., Tefas, A. & Pitas, I. (2014). Human Action Recognition based on Bag of Features and Multi-view Neural Networks. In Image Processing (ICIP), 2014 IEEE International Conference on (pp. 1510-1514). IEEE. https://doi.org/10.1109/ICIP.2014.7025302

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