O. Tschöpe, J. Macklin, R. Morris, L. Suhrbier, and W. Berendsohn, Annotating biodiversity data via the Internet, Taxon, vol.62, issue.6, pp.1248-58, 2013.
DOI : 10.12705/626.4

W. Duckworth, H. Genoways, and C. Rose, Association of Systematics Collections, National Institute for the Conservation of Cultural Property (U.S.), Society for the Preservation of Natural History Collections, Conservation and Preservation of Natural Science Collections Project. Preserving natural science collections : chronicle of our environmental heritage. Washington: National Institute for the Conservation of Cultural Property, 1993.

B. Thiers, Index Herbariorum: a global directory of public herbaria and associated staff, 2017.

E. Ellwood, B. Dunckel, P. Flemons, R. Guralnick, G. Nelson et al., Accelerating the Digitization of Biodiversity Research Specimens through Online Public Participation, BioScience, vol.65, issue.4, 2015.
DOI : 10.1093/biosci/biv005

L. Suhrbier, W. Kusber, O. Tschöpe, A. Güntsch, and W. Berendsohn, Annosys?implementation of a generic annotation system for schema-based data using the example of biodiversity collection data, Database, vol.2017, issue.1, p.18, 2017.

T. Mononen, R. Tegelberg, M. Sääskilahti, M. Huttunen, M. Tähtinen et al., DigiWeb - a workflow environment for quality assurance of transcription in digitization of natural history collections, Biodiversity Informatics, vol.9, issue.1, pp.18-294748, 2014.
DOI : 10.17161/bi.v9i1.4748

D. Bebber, M. Carine, J. Wood, A. Wortley, D. Harris et al., Herbaria are a major frontier for species discovery, Proceedings of the National Academy of Sciences, vol.51, issue.5975, pp.22169-71, 2010.
DOI : 10.1017/S0960428600000871

URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3009773

L. Page, B. Macfadden, J. Fortes, P. Soltis, and G. Riccardi, Digitization of Biodiversity Collections Reveals Biggest Data on Biodiversity, BioScience, vol.65, issue.9, 2015.
DOI : 10.1093/biosci/biv104

J. Unger, D. Merhof, and S. Renner, Computer vision applied to herbarium specimens of German trees: testing the future utility of the millions of herbarium specimen images for automated identification, BMC Evolutionary Biology, vol.181, issue.1, pp.248-12862, 2016.
DOI : 10.1111/boj.12449

K. Gaston, O. Neill, and M. , Automated species identification: why not?, Philosophical Transactions of the Royal Society B: Biological Sciences, vol.359, issue.1444, pp.655-67, 1444.
DOI : 10.1098/rstb.2003.1442

URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1693351

D. Casanova, J. De-mesquita-sa-junior, and O. Bruno, Plant leaf identification using Gabor wavelets, International Journal of Imaging Systems and Technology, vol.150, issue.3, pp.236-279, 2009.
DOI : 10.1002/ima.20201

H. Goëau, A. Joly, P. Bonnet, V. Bakic, D. Barthélémy et al., Thes imageclef plant identification task 2013, Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data

B. Yanikoglu, E. Aptoula, and C. Tirkaz, Automatic plant identification from photographs, Machine Vision and Applications, vol.94, issue.1???3, pp.1369-83, 2014.
DOI : 10.1016/j.cviu.2003.10.011

A. Joly, H. Goëau, P. Bonnet, V. Baki´cbaki´c, J. Barbe et al., Interactive plant identification based on social image data, Ecological Informatics, vol.23, pp.22-34, 2014.
DOI : 10.1016/j.ecoinf.2013.07.006

URL : https://hal.archives-ouvertes.fr/hal-00908872

A. Joly, H. Goëau, H. Glotin, C. Spampinato, P. Bonnet et al., Lifeclef 2015: multimedia life species identification challenges In: CLEF: Conference and Labs of the Evaluation forum, pp.462-83, 2015.

S. Lee, C. Chan, P. Wilkin, and P. Remagnino, Deep-plant: Plant identification with convolutional neural networks Quebec City: IEEE, 2015 IEEE International Conference on Image Processing (ICIP)
DOI : 10.1109/icip.2015.7350839

URL : http://arxiv.org/abs/1506.08425

P. Wilf, S. Zhang, S. Chikkerur, S. Little, S. Wing et al., Computer vision cracks the leaf code, Proceedings of the National Academy of Sciences, vol.46, issue.1-2, pp.3305-3315, 2016.
DOI : 10.1109/ICCV.2013.8

URL : http://www.pnas.org/content/113/12/3305.full.pdf

J. Wäldchen and P. Mäder, Plant species identification using computer vision techniques: A systematic literature review, Arch Comput Methods Eng, pp.1-37, 2017.

N. Kumar, P. Belhumeur, A. Biswas, D. Jacobs, W. Kress et al., Leafsnap: A Computer Vision System for Automatic Plant Species Identification, Computer Vision ? ECCV 2012: 12th European Conference on Computer Vision, Proceedings, Part II, pp.502-518, 2012.
DOI : 10.1007/978-3-642-33709-3_36

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.298.2614

G. Cerutti, L. Tougne, J. Mille, A. Vacavant, and D. Coquin, Understanding leaves in natural images ??? A model-based approach for tree species identification, Computer Vision and Image Understanding, vol.117, issue.10, pp.1482-501, 2013.
DOI : 10.1016/j.cviu.2013.07.003

URL : https://hal.archives-ouvertes.fr/hal-00872878

A. Joly, P. Bonnet, H. Goëau, J. Barbe, S. Selmi et al., A look inside the Pl@ntNet experience, Multimedia Systems, vol.23, issue.1, pp.751-66, 2016.
DOI : 10.1109/CVPR.2011.5995368

URL : https://hal.archives-ouvertes.fr/hal-01182775

B. Thiers, M. Tulig, and K. Watson, Digitization of The New York Botanical Garden Herbarium, Brittonia, vol.209, issue.3, pp.324-357, 2016.
DOI : 10.3897/zookeys.209.3125

D. Wijesingha and F. Marikar, Automatic Detection System for the Identification of Plants Using Herbarium Specimen Images, Tropical Agricultural Research, vol.23, issue.1, pp.42-504630, 2012.
DOI : 10.4038/tar.v23i1.4630

D. Corney, J. Clark, H. Tang, and P. Wilkin, Automatic extraction of leaf characters from herbarium specimens, Taxon, vol.61, issue.1, pp.231-275, 2012.

D. Tomaszewski and A. Górzkowska, Is Shape of a Fresh and Dried Leaf the Same?, PLOS ONE, vol.61, issue.4, p.153071, 2016.
DOI : 10.1371/journal.pone.0153071.s009

J. Yosinski, J. Clune, Y. Bengio, H. Lipson, Z. Ghahramani et al., How transferable are features in deep neural networks? Advances in neural information processing systems 27, pp.3320-3328, 2014.

Y. Lecun and Y. Bengio, Convolutional networks for images, speech, and time series, Handb Brain Theory Neural Netw, vol.3361, issue.10, 1995.

A. Joly, H. Goëau, J. Champ, S. Dufour-kowalski, H. Müller et al., Crowdsourcing Biodiversity Monitoring, Proceedings of the 2016 ACM on Multimedia Conference, MM '16, pp.958-67
DOI : 10.1007/s00138-014-0612-7

URL : https://hal.archives-ouvertes.fr/hal-01373762

H. Goëau, P. Bonnet, and A. Joly, LifeCLEF Plant Identification Task 2015, CLEF: Conference and Labs of the Evaluation forum

. Working-notes, . Ceur-ws, and . Toulouse, Available: https, 2015.

A. Krizhevsky, I. Sutskever, and G. Hinton, ImageNet classification with deep convolutional neural networks, Proceedings of the 25th International Conference on Neural Information Processing Systems. USA: Curran Associates Inc.; 2012. p. 1097?105
DOI : 10.1162/neco.2009.10-08-881

H. Goëau, P. Bonnet, and A. Joly, Plant identification in an open-world (lifeclef 2016) In: CLEF 2016 -Conference and Labs of the Evaluation forum

C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed et al., Going deeper with convolutions, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
DOI : 10.1109/CVPR.2015.7298594

URL : http://arxiv.org/abs/1409.4842

S. Ioffe and C. Szegedy, Batch normalization: Accelerating deep network training by reducing internal covariate shift

K. He, X. Zhang, S. Ren, and J. Sun, Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification, 2015 IEEE International Conference on Computer Vision (ICCV)
DOI : 10.1109/ICCV.2015.123

URL : http://arxiv.org/pdf/1502.01852

Y. Jia, E. Shelhamer, J. Donahue, S. Karayev, J. Long et al., Caffe, Proceedings of the ACM International Conference on Multimedia, MM '14
DOI : 10.1145/2647868.2654889

E. Mata-montero and J. Carranza-rojas, Automated Plant Species Identification: Challenges and Opportunities, 6th IFIP World Information Technology Forum (WITFOR), pp.26-36
DOI : 10.1109/ICDAR.2003.1227801

URL : https://hal.archives-ouvertes.fr/hal-01429753

E. Mata-montero and J. Carranza-rojas, A texture and curvature bimodal leaf recognition model for identification of Costa Rican plant species, 2015 Latin American Computing Conference (CLEI), p.2015
DOI : 10.1109/CLEI.2015.7360026

O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh et al., ImageNet Large Scale Visual Recognition Challenge, International Journal of Computer Vision, vol.1010, issue.1, pp.211-52, 2015.
DOI : 10.1007/978-3-642-15555-0_11

URL : http://arxiv.org/abs/1409.0575

N. Nicolson, K. Challis, A. Tucker, and S. Knapp, Impact of e-publication changes in the International Code of Nomenclature for algae, fungi and plants (Melbourne Code, 2012) - did we need to ???run for our lives????, BMC Evolutionary Biology, vol.26, issue.1, p.116, 2017.
DOI : 10.1016/j.tree.2011.07.010