Max Planck Gesellschaft

Publications of the Flora Incognita Group:

1Rzanny, M., Mäder, P., Deggelmann, A., Chen, M., Wäldchen, J. (2019). Flowers, leaves or both? How to obtain suitable images for automated plant identification. Plant Methods, 15: 77. doi:10.1186/s13007-019-0462-4.
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2Seeland, M., Rzanny, M., Boho, D., Wäldchen, J., Mäder, P. (2019). Image-based classification of plant genus and family for trained and untrained plant species. BMC Bioinformatics, 20: 4. doi:10.1186/s12859-018-2474-x.
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3Dunker, S., Boho, D., Wäldchen, J., Mäder, P. (2018). Combining high-throughput imaging flow cytometry and deep learning for efficient species and life-cycle stage identification of phytoplankton. BMC Ecology, 18: 51. doi:10.1186/s12898-018-0209-5.
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4Wäldchen, J., Mäder, P. (2018). Machine learning for image based species identification. Methods in Ecology and Evolution, 9(11), 2216-2225. doi:10.1111/2041-210X.13075.
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5Wäldchen, J., Mäder, P. (2018). Plant species identification using computer vision: A systematic literature review. Archives of Computational Methods in Engineering, 25(2), 507-543. doi:10.1007/s11831-016-9206-z.
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6Wäldchen, J., Rzanny, M., Seeland, M., Mäder, P. (2018). Automated plant species identification—Trends and future directions. PLoS Computational Biology, 14(4): e1005993. doi:10.1371/journal.pcbi.1005993.
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7Wittich, H. C., Seeland, M., Wäldchen, J., Rzanny, M., Mäder, P. (2018). Recommending plant taxa for supporting on-site species identification. BMC Bioinformatics, 19: 190. doi:10.1186/s12859-018-2201-7.
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8Rzanny, M., Seeland, M., Wäldchen, J., Mäder, P. (2017). Acquiring and preprocessing leaf images for automated plant identification: understanding the tradeoff between effort and information gain. Plant Methods, 13: 97. doi:10.1186/s13007-017-0245-8.
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9Seeland, M., Rzanny, M., Alaqraa, N., Wäldchen, J., Mäder, P. (2017). Plant species classification using flower images—A comparative study of local feature representations. PLoS One, 12(2): e0170629. doi:10.1371/journal.pone.0170629.
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10Seeland, M., Rzanny, M., Alaqraa, N., Thuille, A., Boho, D., Wäldchen, J., Mäder, P. (2016). Description of flower colors for image based plant species classification. In K.-H. Franke (Ed.), 22nd German Color Workshop (FWS), Ilmenau, Germany (pp. 145-154). (internal: final.pdf )
11Wäldchen, J., Thuille, A., Seeland, M., Rzanny, M., Schulze, E. D., Boho, D., Alaqraa, N., Hofmann, M., Mäder, P. (2016). Flora Incognita – Halbautomatische Bestimmung der Pflanzenarten Thüringens mit dem Smartphone. Landschaftspflege und Naturschutz in Thüringen, 53(3), 121-125. (internal: final.pdf )
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