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

Sortér efter: Dato | Forfatter | Titel

Ärje, J., Kärkkäinen, S., Meissner, K., Iosifidis, A., Ince, T., Gabbouj, M. & Kiranyaz, S. (2016). The effect of automated taxa identification errors on biological indices. Expert Systems with Applications, 72, 108-120. https://doi.org/10.1016/j.eswa.2016.12.015

Ärje, J., Milioris, D., Tran, D. T., Jepsen, J. U., Raitoharju, J., Gabbouj, M., Iosifidis, A. & Høye, T. T. (2019). Automatic Flower Detection and Classification System Uing a Light-Weight Convolutional Neural Network. I 27th European Signal Processing Conference EUSIPCO 2019 IEEE. Proceedings of the European Signal Processing Conference http://eusipco2019.org/Proceedings/papertitles.html

Ärje, J., Raitoharju, J., Iosifidis, A., Tirronen, V., Meissner, K., Gabbouj, M., Kiranyaz, S. & Kärkkäinen, S. (2020). Human experts vs. machines in taxa recognition. Signal Processing: Image Communication, 87, [115917]. https://doi.org/10.1016/j.image.2020.115917

Ärje, J., Melvad, C., Jeppesen, M. R., Madsen, S. A., Raitoharju, J., Rasmussen, M. S., Iosifidis, A., Tirronen, V., Gabbouj, M., Meissner, K. & Høye, T. T. (2020). Automatic image-based identification and biomass estimation of invertebrates. Methods in Ecology and Evolution, 11(8), 922-931. https://doi.org/10.1111/2041-210X.13428

le Fevre Sejersen, J., Pimentel De Figueiredo, R. & Kayacan, E. (2021). Safe Vessel Navigation Visually Aided by Autonomous Unmanned Aerial Vehicles in Congested Harbors and Waterways. I 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE) (s. 1901-1907) https://doi.org/10.1109/CASE49439.2021.9551637

baran, E. A., Zhakypov, Z., Kayacan, E. & Sabanovic, A. (2014). Uzaktan Lazer Cerrahi İçin Kısıtlı Sistem Tabanlı Efendi Köle Denetleyicisi. I TOK 2014 (s. 675-680) http://research.sabanciuniv.edu/24776/1/2014_RA417_TOK2014_Eray_205.pdf

Zullo, H., Cline, K., Parker, M., Buckmire, R., George, J., Gurski, K., Larsen, J. J., Mellor, B. & Oberweiser, J. (2011). Student Surveys: What Do They Think? I K. Cline & H. Zullo (red.), Teaching Mathematics with Classroom Voting, With and Without Clicker (s. 29-34). Mathematical Association of America. http://www.maa.org/publications/ebooks/teaching-mathematics-with-classroom-voting-with-and-without-clickers

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

Zhou, S., Helwa, M. K., Schoellig, A. P., Sarabakha, A. & Kayacan, E. (2019). Knowledge transfer between robots with similar dynamics for high-accuracy impromptu trajectory tracking. I 2019 18th European Control Conference, ECC 2019 [8796140] IEEE. 2019 18th European Control Conference, ECC 2019 https://doi.org/10.23919/ECC.2019.8796140

Zhang, C., Rossi, C. & Kayacan, E. (2017). Interval Type-2 Fuzzy-Neuro Control of Nonlinear Systems With Proved Overall System Stability. I Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on (s. 1-6). IEEE. https://doi.org/10.1109/FUZZ-IEEE.2017.8015495

Yan, R-J., Wu, J., Yeung Lee, J., Manan Khan, A., Han, C-S., Kayacan, E. & Chen, I-M. (2016). A Novel Method for 3D Reconstruction: Division and Merging of Overlapping B-spline surfaces. Computer-Aided Design, 81, 14-23. https://doi.org/10.1016/j.cad.2016.08.007

Yan, R-J., Kayacan, E., Chen, I-M. & Kong Tiong, L. (2017). A novel building post-construction quality assessment robot: Design and prototyping. I Intelligent Robots and Systems (IROS), 2017 IEEE/RSJ International Conference on (s. 6020-6026). IEEE. https://doi.org/10.1109/IROS.2017.8206499

Yan, R-J., Leong Low, C., Duan, J., Liu, L., Kayacan, E., Chen, I-M. & Tiong, R. (2016). Development of a Novel Post-Construction Quality Assessment Robot System. I Control, Automation, Robotics and Vision (ICARCV), 2016 14th International Conference on (s. 1-6). IEEE . https://doi.org/10.1109/ICARCV.2016.7838741

Yan, R. J., Kayacan, E., Chen, I. M., Tiong, L. K. & Wu, J. (2019). QuicaBot: Quality Inspection and Assessment Robot. IEEE Transactions on Automation Science and Engineering, 16(2), 506-517. https://doi.org/10.1109/TASE.2018.2829927

Xu, L., Iosifidis, A. & Gabbouj, M. (2018). Weighted Linear Discriminant Analysis Based on Class Saliency Information. I 2018 25th IEEE International Conference on Image Processing (ICIP): Proceedings (s. 2306-2310). IEEE. https://doi.org/10.1109/ICIP.2018.8451614

Wilson Lee, Y. J., Mehndiratta, M. & Kayacan, E. (2018). Fly without borders with Additive Manufacturing: A microscale tilt-rotor Tricopter Design. I Proceedings of the 3rd International Conference on Progress in Additive Manufacturing (Pro-AM 2018) (s. 256-261) https://doi.org/10.25341/D43K5G

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.

Waris, M. A., Iosifidis, A. & Gabbouj, M. (2017). CNN-based Edge Filtering for Object Proposals. Neurocomputing, 266, 631-640. https://doi.org/10.1016/j.neucom.2017.05.071

Waris, M. A., Iosifidis, A. & Gabbouj, M. (2016). Object Proposals using CNN-based edge filtering. I Pattern Recognition (ICPR), 2016 23rd International Conference on (s. 627-632). IEEE. https://doi.org/10.1109/ICPR.2016.7899704

Wang, H., Mortensen, A. K., Mao, P., Boelt, B. & Gislum, R. (2019). Estimating the nitrogen nutrition index in grass seed crops using a UAV-mounted multispectralcamera. International Journal of Remote Sensing, 40(7), 2467-2482. https://doi.org/10.1080/01431161.2019.1569783

Wagner, S. R., Toftegaard, T. S. & Bertelsen, O. W. (2010). Novel Approach for Ensuring Increased Validity in Home Blood Pressure Monitoring. Poster session præsenteret ved International Conference on Pervasive Computing Technologies for Healthcare 2010, Munich, Tyskland. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5482257&tag=1

Wagner, S. R., Toftegaard, T. S. & Bertelsen, O. W. (2011). Increased data quality in home blood pressure monitoring through context awareness. I Pervasive Computing Technologies for Healthcare (PervasiveHealth): 2011 5th International Conference on (s. 234-237).

Wagner, S. R., Toftegaard, T. S. & Bertelsen, O. W. (2011). Context assessment during blood pressure self-measurement utilizing the sensor chair. I Ambient Intelligence: Second International Joint Conference on AmI 2011, Proceedings (Bind 7040, s. 295-299). Springer. Lecture Notes in Computer Science LNCS Bind 7040 https://doi.org/10.1007/978-3-642-25167-2_40

Wagner, S. R., Toftegaard, T. S. & Bertelsen, O. W. (2012). Challenges in Blood Pressure Self-Measurement. International Journal of Telemedicine and Applications, 2012. https://doi.org/10.1155/2012/437350

Wagner, S. R., Rasmussen, N. H., Ahrendt, P., Toftegaard, T. S. & Bertelsen, O. W. (2012). Context classification during blood pressure self-measurement using the sensor seat and the audio classification device. I The 6th International Conference on Pervasive Computing Technologies for Healthcare and Workshops (s. 201 - 202 ). ICST, The Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=6240390

Wagner, S. R., Toftegaard, T. S. & Bertelsen, O. W. (2012). Requirements for an evaluation infrastructure for reliable pervasive healthcare research. I The 6th International Conference on Pervasive Computing Technologies for Healthcare and Workshops (s. 260-267). ICST, The Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=6240390

Wagner, S. R., Arnfast, A. B., Toftegaard, T. S. & Bertelsen, O. W. (2011). Medication Reminder System using Calm Guidance. Paper præsenteret ved Danish Human-Computer Interaction Research Symposium, Danmark. http://www.sigchi.dk/sigchi/aktivitet/dhrs/2011/program.html

Wagner, S. R., Ahrendt, P., Toftegaard, T. S. & Bertelsen, O. W. (2012). Audio Context Classification for Determining Blood Pressure Self-Measurement Adherence. Paper præsenteret ved IADIS International Conference on e-Health , Lisbon, Portugal. http://www.conferencealerts.com/show-event?id=97140

Wagner, S. R., Toftegaard, T. S. & Bertelsen, O. W. (2013). Introducing the Adherence Strategy Engineering Framework (ASEF): Support for Developing Technology-based Self-care Solutions. Methods of Information in Medicine, 52(3), 220-230. https://doi.org/10.3414/ME12-01-0027

Wagner, S. R. & Nielsen, C. (2009). OpenCare project: An open, flexible and easily extendible infrastructure for pervasive healthcare assisted living solutions. Paper præsenteret ved International Conference on Pervasive Computing Technologies for Healthcare. https://doi.org/10.4108/ICST.PERVASIVEHEALTH2009.5992

Wagner, S. R. (2009). OpenCare project personal communication device. Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare. https://doi.org/10.4108/ICST.PERVASIVEHEALTH2009.5994

Wagner, S. R. & Christensen, N. B. (2008). Using near field communication technology to achieve near-zero-configuration of sensors. Paper præsenteret ved Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and Services, Dublin , Irland. http://dl.acm.org/citation.cfm?id=1595026

Wagner, S. R. & Cramer Nielsen, C. (2008). Usability and Implementation Experiences with COTS Products used as a Distributed Client Platform. Paper præsenteret ved Third International Conference on Pervasive Computing and Applications, ICPCA: IEEE. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4783619

Wagner, S. R. (2008). Zero-configuration of pervasive healthcare sensor networks. Paper præsenteret ved Third International Conference on Pervasive Computing and Applications , Sydney, Australien. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4783620&tag=1

Wagner, S. R. (2008). Towards an open and easily extendible home care system infrastructure. Paper præsenteret ved Second International Conference on Pervasive Computing Technologies for Healthcare , USA. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4571023

Wagner, S. R. (2005). Mobile Technology PDA’s or Paper?. Paper præsenteret ved International Congress on Information Technology in Agriculture, Food & Environment , Tyrkiet.

Wagner, S. R. (2004). Bringing the Office to the Stables. Paper præsenteret ved Conference on Mobile Human-Computer Interaction–MobileHCI , Glasgow, Storbritannien. http://link.springer.com/content/pdf/10.1007/978-3-540-28637-0_41

Wagner, S. R. (2013). Reliable Pervasive Healthcare in the Unsupervised Setting.

Wagner, S. R., Hansen, F. O., Pedersen, C. F., Memon, M., Beevi, F. H. A., Mathissen, M., Nielsen, C. & Wesby, O. L. (2013). CareStore Platform for Seamless Deployment of Ambient Assisted Living Applications and Devices. I Pervasive Computing Technologies for Healthcare (PervasiveHealth) 2013: 7th International Conference on (s. 240-243). IEEE. https://doi.org/10.4108/icst.pervasivehealth.2013.252110

Wagner, S. (2009). Utilizing Social Network Services for Enhanced Communication with Elderly Living at Home. I O. W. Bertelsen & A. M. Kanstrup (red.), DHRS 2009 Proceedings of the Ninth Danish Human-Computer Interaction Research Symposium. Aarhus, Denmark, December 14, 2009 Datalogisk Institut, Aarhus Universitet. DAIMI PB Bind 591 http://vbn.aau.dk/files/19136806/DHRS2009proceedings.pdf

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 fra 8th International Conference on Pervasive Computing Technologies for Healthcare, Oldenburg, Tyskland.

Wagner, S., Kamper, C. H., Rasmussen, N. H., Ahrendt, P., Toftegaard, T. S. & Bertelsen, O. W. (2014). Reliable blood pressure self-measurement in the obstetric waiting room. Methods of Information in Medicine, 53(3), 225-234. https://doi.org/10.3414/ME13-01-0032

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

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

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

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

Wagner, S. R. (2016). Towards Future Reliable Pervasive Healthcare with Adherence Strategy Engineering. I 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

Wagner, S. R. (2017). Blood Pressure Self-Measurement. I M. S. Islam (red.), Hypertension: from basic research to clinical practice (Bind 956, s. 97-107). Springer. Advances in Experimental Medicine and Biology https://doi.org/10.1007/5584_2016_151

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. I Proceedings of the International Conference e-Health 2016 (s. 59-66). IADIS.

Wagner, S. R. & Hunnerup, E. (2017). OpenTele+ for extending telemedicine with pervasive healthcare features. I Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare: PervasiveHealth '17 (s. 482-483). Association for Computing Machinery. https://doi.org/10.1145/3154862.3154903

Viser resultater 1 til 50 ud af 765

Næste

Back to the main page

Revideret 12.01.2022 -

AU Engineering