Aarhus University Seal / Aarhus Universitets segl

Mads Dyrmann

  1. 2020
  2. Published

    Open Plant Phenotype Database of Common Weeds in Denmark. / Madsen, Simon Leminen; Mathiassen, Solvejg K; Dyrmann, Mads; Laursen, Morten Stigaard; Paz, Laura-Carlota; Nyholm Jørgensen, Rasmus.

    In: Remote Sensing, Vol. 12, No. 8, 1246, 04.2020.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  3. 2019
  4. Published

    Generating artificial images of plant seedlings using generative adversarial networks. / Madsen, Simon Leminen; Dyrmann, Mads; Nyholm Jørgensen, Rasmus; Karstoft, Henrik.

    In: Biosystems Engineering, Vol. 187, 11.2019, p. 147-159.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  5. Published
    RoboWeedMaps - Automated weed detection and mapping - Invited talk at SSWM 2019, SDU, Odense Denmark. Nyholm Jørgensen, Rasmus (Producer); Laursen, Morten Stigaard (Producer); Teimouri, Nima (Producer); Madsen, Simon Leminen (Producer); Dyrmann, Mads (Producer); Somerville, Gaylene Jill (Producer); Mathiassen, Solvejg K (Producer). 2019. YouTubeEvent: Site Specific Weed Management Workshop, Faculty of Engineering, University of Southern Denmark (SDU), Odense, Denmark.

    Research output: Non-textual formSound/Visual production (digital)Communication

  6. Published

    Species distribution mapping of grass clover leys using images for targeted nitrogen fertilization. / Skovsen, Søren; Laursen, Morten Stigaard; Gislum, René; Eriksen, Jørgen; Dyrmann, Mads; Mortensen, Anders Krogh; Farkhani, Sadaf; Karstoft, Henrik; Jensen, Niels-Peter; Nyholm Jørgensen, Rasmus.

    Precision agriculture ’19. Wageningen Academic Publishers, 2019. p. 639-645.

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

  7. Accepted/In press

    The GrassClover Image Dataset for Semantic and Hierarchical Species Understanding in Agriculture. / Skovsen, Søren; Dyrmann, Mads; Mortensen, Anders Krogh; Laursen, Morten Stigaard; Gislum, René; Eriksen, Jørgen; Farkhani, Sadaf; Karstoft, Henrik; Nyholm Jørgensen, Rasmus.

    In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 06.2019.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperConference articleResearchpeer-review

  8. Published

    A novel spatio-temporal FCN-LSTM Network for Recognizing Various Crop Types Using Multi-Temporal Radar Images. / Teimouri, Nima; Dyrmann, Mads; Nyholm Jørgensen, Rasmus.

    In: Remote Sensing, Vol. 11, No. 8, 990, 04.2019.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  9. Published

    Marrying futuristic weed mapping with current herbicide sprayer capacities. / Somerville, Gaylene Jill; Nyholm Jørgensen, Rasmus; Bojer, O M; Rydahl, P; Dyrmann, Mads; Andersen, P; Jensen, N-P; Green, O.

    Precision Agriculture 2019 - Papers Presented at the 12th European Conference on Precision Agriculture, ECPA 2019. ed. / John V. Stafford. Wageningen : Wageningen Academic Publishers, 2019. p. 231-237.

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearch

  10. Published
  11. Published

    The GrassClover Image Dataset for Semantic and Hierarchical Species Understanding in Agriculture. / Skovsen, Søren; Dyrmann, Mads; Mortensen, Anders Krogh; Laursen, Morten Stigaard; Gislum, René; Eriksen, Jørgen; Farkhani, Sadaf; Karstoft, Henrik; Nyholm Jørgensen, Rasmus.

    2019. Poster session presented at IEEE Conference on Computer Vision and Pattern Recognition 2019, Long Beach, United States.

    Research output: Contribution to conferencePosterResearch

  12. 2018
  13. Published

    Automated Weed Intensity Mapping. / Steen, Kim Arild; Grooters, Kevin ; Høilund, Carsten; Rasmussen, Jesper; Nyholm Jørgensen, Rasmus; Dyrmann, Mads; Green, Ole.

    Book of Abstracts of the European Conference on Agricultural Engineering: AgEng2018. Wageningen : Wageningen University, 2018. p. 109.

    Research output: Contribution to book/anthology/report/proceedingConference abstract in proceedingsResearchpeer-review

  14. Published

    Data Acquisition Platform for Collecting High-Quality Images of Cultivated Weed. / Madsen, Simon Leminen; Dyrmann, Mads; Laursen, Morten Stigaard; Mathiassen, Solvejg Kopp; Nyholm Jørgensen, Rasmus.

    Proceedings of the European Conference on Agricultural Engineering: AgEng2018. Wageningen : Wageningen University, 2018. p. 360-369.

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

  15. Published

    In-field Potato Diseases Detection. / Steen, Kim Arild; Delebasse, Stephanie; Grooters, Kevin ; Høilund, Carsten; Dyrmann, Mads; Skovsen, Søren; Nyholm Jørgensen, Rasmus; Green, Ole .

    Book of Abstracts of the European Conference on Agricultural Engineering: AgEng2018. Wageningen : Wageningen University, 2018. p. 111.

    Research output: Contribution to book/anthology/report/proceedingConference abstract in proceedingsResearchpeer-review

  16. Published

    Semantic Segmentation of Clover-Grass Images using Images from Commercially Available Drones. / Larsen, Dennis; Steen, Kim Arild; Skovsen, Søren; Grooters, Kevin ; Eriksen, Jørgen; Nyholm Jørgensen, Rasmus; Dyrmann, Mads; Green, Ole .

    Book of Abstracts of the European Conference on Agricultural Engineering: AgEng2018. Wageningen : Wageningen University, 2018. p. 110.

    Research output: Contribution to book/anthology/report/proceedingConference abstract in proceedingsResearchpeer-review

  17. Published

    Predicting Dry Matter Composition of Grass Clover Leys Using Data Simulation and Camera-based Segmentation of Field Canopies into White Clover, Red Clover, Grass and Weeds. / Skovsen, Søren; Dyrmann, Mads; Eriksen, Jørgen; Gislum, René; Karstoft, Henrik; Nyholm Jørgensen, Rasmus.

    Proceedings of the 14th International Conference on Precision Engineering. Montreal : International Society of Precision Agriculture, 2018. 5079.

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearch

  18. Published

    Predicting Dry Matter Composition of Grass Clover Leys Using Data Simulation and Camera-based Segmentation of Field Canopies into White Clover, Red Clover, Grass and Weeds. / Skovsen, Søren; Dyrmann, Mads; Eriksen, Jørgen; Gislum, René; Karstoft, Henrik; Nyholm Jørgensen, Rasmus.

    2018. Abstract from International Conference on Precision Agriculture, Montréal, Canada.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  19. Published

    Using a fully convolutional neural network for detecting locations of weeds in images from cereal fields. / Dyrmann, Mads; Skovsen, Søren; Sørensen, René A.; Nielsen, Per Rydahl; Nyholm Jørgensen, Rasmus.

    2018. Abstract from International Conference on Precision Agriculture, Montréal, Canada.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  20. Published

    Using a fully convolutional neural network for detecting locations of weeds in images from cereal fields. / Dyrmann, Mads; Skovsen, Søren; Laursen, Morten Stigaard; Nyholm Jørgensen, Rasmus.

    Proceedings of the 14th International Conference on Precision Agriculture. International Society of Precision Agriculture, 2018.

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearch

  21. Published

    A Novel Locating System for Cereal Plant Stem Emerging Points’ Detection Using a Convolutional Neural Network. / Karimi, Hadi; Skovsen, Søren; Dyrmann, Mads; Nyholm Jørgensen, Rasmus.

    In: Sensors, Vol. 18 , No. 5, 1611, 18.05.2018.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  22. Published

    Weed Growth Stage Estimator Using Deep Convolutional Neural Networks. / Teimouri, Nima; Dyrmann, Mads; Nielsen, Per Rydahl; Mathiassen, Solvejg Kopp; Somerville, Gayle J.; Jørgensen, Rasmus Nyholm.

    In: Sensors, Vol. 18, No. 5, 1580, 16.05.2018.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  23. Published

    Estimation of plant species by classifying plants and leaves in combination. / Dyrmann, Mads; Christiansen, Peter; Midtiby, Henrik Skov.

    In: Journal of Field Robotics, Vol. 35, No. 2, 2018, p. 202-212.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  24. Published

    Spatial variability of optimized herbicide mixtures and dosages. / Rydahl, Per; Bojer, Ole M; Jorgensen, Rasmus N; Dyrmann, Mads; Andersen, Per; Jensen, Niels-peter; Sorensen, Martin.

    Proceedings 14th International Conference on Precision Agriculture (ICPA2018). Montreal, Canada : International Society of Precision Agriculture, 2018. p. 1-14 5040.

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearch

  25. 2017
  26. Published

    Estimation of the Botanical Composition of Clover-Grass Leys from RGB Images Using Data Simulation and Fully Convolutional Neural Networks. / Skovsen, Søren; Dyrmann, Mads; Mortensen, Anders Krogh; Steen, Kim Arild; Green, Ole; Eriksen, Jørgen; Gislum, René; Nyholm Jørgensen, Rasmus; Karstoft, Henrik.

    In: Sensors, Vol. 17, No. 12, 2930, 17.12.2017.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  27. Published
    Automatisk genkendelse af ukrudt. Nyholm Jørgensen, Rasmus (Producer); Dyrmann, Mads (Producer). 2017. YouTube.

    Research output: Non-textual formSound/Visual production (digital)Communication

  28. Published

    A Public Image Database for Benchmark of Plant Seedling Classification Algorithms. / Giselsson, Thomas Mosgaard; Nyholm Jørgensen, Rasmus; Jensen, Peter Kryger; Dyrmann, Mads; Midtiby, Henrik Skov.

    arXiv.org, 2017.

    Research output: Working paperResearch

  29. Published

    Detection of weed locations in leaf occluded cereal crops using a fully convolutional neural network. / Dyrmann, Mads; Nyholm Jørgensen, Rasmus; Midtiby, Henrik Skov.

    In: Advances in Animal Biosciences, Vol. 8, No. 2, 07.2017, p. 842-847.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperConference articleResearchpeer-review

  30. Published

    RoboWeedSupport - Presentation of a cloud based system bridging the gap between in-field weed inspections and decision support systems. / Nielsen, Per Rydahl; Jensen, Niels-Peter; Dyrmann, Mads; Nielsen, Poul-Henning; Nyholm Jørgensen, Rasmus.

    In: Advances in Animal Biosciences, Vol. 8, No. 2, 07.2017, p. 860-864.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperConference articleResearchpeer-review

  31. Published

    Automatic Detection and Classification of Weed Seedlings under Natural Light Conditions. / Dyrmann, Mads.

    2017. 307 p.

    Research output: Book/anthology/dissertation/reportPh.D. thesisResearch

  32. Published

    Increasing the motivation of high school students to pursue engineering careers through an application-oriented active learning boot-camp. / Jensen, Kjeld; Dyrmann, Mads; Midtiby, Henrik Skov.

    2017. Abstract from Exploring Teaching for Active Learning in Engineering Education, Odense, Denmark.

    Research output: Contribution to conferenceConference abstract for conferenceCommunication

  33. Published

    Automatisk ukrudtsgenkendelse er ikke længere science fiction. / Jørgensen, Rasmus Nyholm; Dyrmann, Mads.

    2017. Abstract from plantekongres 2017, Herning, Denmark.

    Research output: Contribution to conferenceConference abstract for conferenceCommunication

  34. Published

    RoboWeedSupport - Sub Millimeter Weed Image Acquisition in Cereal Crops with Speeds up till 50 Km/h. / Laursen, Morten Stigaard; Nyholm Jørgensen, Rasmus; Dyrmann, Mads; Poulsen, Robert.

    In: International Journal of Agricultural and Biosystems Engineering, Vol. 11, No. 4, 2017, p. 311-315.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  35. 2016
  36. Published

    Plant species classification using deep convolutional neural network. / Dyrmann, Mads; Karstoft, Henrik; Midtiby, Henrik Skov.

    In: Biosystems Engineering, Vol. 151, No. November, 11.2016, p. 72-80.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  37. Published

    Evaluation of intra variability between annotators of weed species in color images. / Dyrmann, Mads; Midiby, Henrik Skov; Nyholm Jørgensen, Rasmus.

    2016. Paper presented at International Conference on Agricultural Engineering 2016, Aarhus, Denmark.

    Research output: Contribution to conferencePaperResearchpeer-review

  38. Published

    Pixel-wise classification of weeds and crops in images by using a Fully Convolutional neural network. / Dyrmann, Mads; Mortensen, Anders Krogh; Midtiby, Henrik Skov; Nyholm Jørgensen, Rasmus.

    2016. Paper presented at International Conference on Agricultural Engineering 2016, Aarhus, Denmark.

    Research output: Contribution to conferencePaperResearchpeer-review

  39. 2015
  40. Published

    RoboWeedSupport : Weed recognition for reduction of herbicide consumption. / Dyrmann, Mads; Nyholm Jørgensen, Rasmus.

    Precision agriculture '15: Papers presented at the 10th European Conference on Precision Agriculture Volcani Center, Israel 12-16 July 2015. ed. / John V. Stafford. 1. ed. Wageningen Academic Publishers, 2015. p. 571-578.

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

  41. Published

    Fuzzy C-means based plant segmentation with distance dependent threshold. / Dyrmann, Mads.

    Proceedings of the Computer Vision Problems in Plant Phenotyping (CVPPP). ed. / S. A. Tsaftaris; H. Scharr; T. Pridmore. BMVA Press, 2015. p. 5.1-5.11.

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

  42. 2014
  43. Published

    Weed detection by UAV with camera guided landing sequence. / Dyrmann, Mads.

    2014. Abstract from NJF Seminar, Lund, Sweden.

    Research output: Contribution to conferenceConference abstract for conferenceResearch

  44. Published

    Automated Classification of Seedlings Using Computer Vision : Pattern Recognition of Seedlings Combining Features of Plants and Leaves for Improved Discrimination. / Dyrmann, Mads; Christiansen, Peter.

    Aarhus University, 2014. 214 p.

    Research output: Book/anthology/dissertation/reportReportResearch