LifeCLEF plant identification task 2014

CEUR Workshop Proceedings

Volumn 1180, Issue , 2014, Pages 598-615

  Goëau, Hervé ^a   Joly, Alexis ^a,b   Bonnet, Pierre ^c   Selmi, Souheil ^a   Molino, Jean Franois ^c   Barthélémy, Daniel ^c   Boujemaa, Nozha ^d  

^a Inria ZENITH Team ^*  (France)

^b LIRMM   (France)

^c UMR AMAP   (France)

^d INRIA   (France)

Author keywords

Bark; Benchmark; Branch; Collection; Evaluation; Fine grained classification; Flower; Fruit; Identification; Images; Leaf; Leaves; LifeCLEF; Plant; Retrieval; Species; Stem

Indexed keywords

BENCHMARKING; BIODIVERSITY; FRUITS; IDENTIFICATION (CONTROL SYSTEMS); IMAGE PROCESSING; REFUSE COLLECTION;

BARK; BRANCH; EVALUATION; FINE GRAINED; FLOWER; IMAGES; LEAF; LEAVES; LIFECLEF; PLANT; RETRIEVAL; SPECIES; STEM;

PLANTS (BOTANY);

EID: 84981252354     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (30)

1. Angelova, A., Zhu, S., Lin, Y., Wong, J., Shpecht, C.: Development and deployment of a large-scale flower recognition mobile app. In: NEC Labs America Technical Report (December 2012), http://www.nec-labs.com/research/information/infoAM-website/pdfs/MobileFlora.pdf
2. Aptoula, E., Yanikoglu, B.: Morphological features for leaf based plant recognition. In: Proc. IEEE Int. Conf. Image Process., Melbourne, Australia. p. 7 (2013)
3. Backes, A. R., Casanova, D., Bruno, O. M.: Plant leaf identification based on volumetric fractal dimension. International Journal of Pattern Recognition and Artificial Intelligence 23(6), 1145-1160 (2009)
4. Bakic, V., Mouine, S., Ouertani-Litayem, S., Verroust-Blondet, A., Yahiaoui, I., Goëau, H., Joly, A.: Inria's participation at imageclef 2013 plant identification task. In: CLEF (Online Working Notes/Labs/Workshop) 2013. Valencia, Espagne (2013)
5. Cerutti, G., Tougne, L., Vacavant, A., Coquin, D.: A parametric active polygon for leaf segmentation and shape estimation. In: International Symposium on Visual Computing. pp. 202-213 (2011)
6. Chen, Q., Abedini, M., Garnavi, R., Liang, X.: Ibm research australia at lifeclef2014: Plant identification task. In: Working notes of CLEF 2014 conference (2014)
7. Dimitrovski, I., Madjarov, G., Lameski, P., Kocev, D.: Maestra at lifeclef 2014 plant task: Plant identification using visual data. In: Working notes of CLEF 2014 conference (2014)
8. Fakhfakh, S., Akrout, B., Tmar, M., Mahdi, W.: A visual search of multimedia documents in lifeclef 2014. In: Working notes of CLEF 2014 conference (2014)
9. Goëau, H., Bonnet, P., Joly, A., Affouard, A., Bakic, V., Barbe, J., Dufour, S., Selmi, S., Yahiaoui, I., Vignau, C., Barthélémy, D., Boujemaa, N.: Plantnet mobile 2014: Android port and new features. In: Proceedings of International Conference on Multimedia Retrieval (2014)
10. Goëau, H., Bonnet, P., Joly, A., Boujemaa, N., Barthélémy, D., Molino, J. F., Birnbaum, P., Mouysset, E., Picard, M.: The ImageCLEF 2011 plant images classification task. In: CLEF working notes (2011)
11. Goëau, H., Bonnet, P., Joly, A., Yahiaoui, I., Barthelemy, D., Boujemaa, N., Molino, J. F.: The imageclef 2012 plant identification task. In: CLEF working notes (2012)
12. Goëau, H., Joly, A., Selmi, S., Bonnet, P., Mouysset, E., Joyeux, L., Molino, J. F., Birnbaum, P., Bathelemy, D., Boujemaa, N.: Visual-based plant species identification from crowdsourced data. In: ACM conference on Multimedia (2011)
13. Goëau, H., Joly, A., Yahiaoui, I., Bakic, V., Anne, V. B.: Pl@ntnet's participation at lifeclef 2014 plant identification task. In: Working notes of CLEF 2014 conference (2014)
14. Hazra, A., Deb, K., Kundu, S., Hazra, P., et al.: Shape oriented feature selection for tomato plant identification. International Journal of Computer Applications Technology and Research 2(4), 449-meta (2013)
15. Issolah, M., Lingrand, D., Precioso, F.: Plant species recognition using bag-ofword with svm classifier in the context of the lifeclef challenge. In: Working notes of CLEF 2014 conference (2014)
16. Joly, A., Goeau, H., Bonnet, P., Bakic, V., Barbe, J., Selmi, S., Yahiaoui, I., Carré, J., Mouysset, E., Molino, J. F., Boujemaa, N., Barthélémy, D.: Interactive plant identification based on social image data. Ecological Informatics (2013), http://www.sciencedirect.com/science/article/pii/S157495411300071X
17. Joly, A., Goëau, H., Bonnet, P., Bakic, V., Molino, J. F., Barthélémy, D., Boujemaa, N.: The imageclef plant identification task 2013. In: International workshop on Multimedia analysis for ecological data. Barcelone, Espagne (Oct. 2013), http://hal.inria.fr/hal-00908934
18. Joly, A., Goëau, H., Bonnet, P., Bakic, V., Molino, J. F., Barthélémy, D., Boujemaa, N., et al.: The imageclef plant identification task 2013. In: International workshop on Multimedia analysis for ecological data (2013)
19. Karamti, H., Fakhfakh, S., Tmar, M., Gargouri, F.: Miracl at lifeclef 2014: Multiorgan observation for plant identification. In: Working notes of CLEF 2014 conference (2014)
20. Kebapci, H., Yanikoglu, B., Unal, G.: Plant image retrieval using color, shape and texture features. The Computer Journal 54(9), 1475-1490 (2011)
21. Krizhevsky, A., Sutskever, I., Hinton, G. E.: Imagenet classification with deep convolutional neural networks. In: Advances in Neural Information Processing Systems (2012)
22. Kumar, N., Belhumeur, P. N., Biswas, A., Jacobs, D. W., Kress, W. J., Lopez, I. C., Soares, J. V. B.: Leafsnap: A computer vision system for automatic plant species identification. In: European Conference on Computer Vision. pp. 502-516 (2012)
23. Mouine, S., Yahiaoui, I., Verroust-Blondet, A.: Advanced shape context for plant species identification using leaf image retrieval. In: ACM International Conference on Multimedia Retrieval. pp. 49:1-49:8 (2012)
24. Mouine, S., Yahiaoui, I., Verroust-Blondet, A.: A shape-based approach for leaf classification using multiscale triangular representation. In: ICMR'13-3rd ACM International Conference on Multimedia Retrieval (2013)
25. Nilsback, M. E., Zisserman, A.: Automated flower classification over a large number of classes. In: Indian Conference on Computer Vision, Graphics and Image Processing. pp. 722-729 (2008)
26. Paczolay, D., Bánhalmi, A., Nyúl, L., Bilicki, V., Sárosi, Á.: Wlab of university of szeged at lifeclef 2014 plant identification task. In: Working notes of CLEF 2014 conference (2014)
27. Reves: Folia (Nov. 2012), https://itunes.apple.com/fr/app/folia/id547650203
28. Sunderhauf, N., McCool, C., Upcroft, B., Tristan, P.: Fine-grained plant classification using convolutional neural networks for feature extraction. In: Working notes of CLEF 2014 conference (2014)
29. Szúcs, G., Dávid, P., Lovas, D.: Viewpoints combined classification method in image-based plant identification task. In: Working notes of CLEF 2014 conference (2014)
30. Yanikoglu, B., S. Tolga, Y., Tirkaz, C., Fuen Caglartes, E.: Sabanci-okan system at lifeclef 2014 plant identification competition. In: Working notes of CLEF 2014 conference (2014)