Concepedia

A comparative study of fine-grained classification methods in the context of the LifeCLEF plant identification challenge 2015

Julien Champ, Titouan Lorieul, Maximilien Servajean, Alexis Joly

HAL (Le Centre pour la Communication Scientifique Directe) · 2015 · 18 citations · 31 references

Open access

Concepts

Life SciencesBotanyPlant SciencesComputer VisionPlant EcologyPlant TaxonomyDeep LearningObject RecognitionPlant IdentificationConvolutional Neural NetworksDeep Learning-based IdentificationFine-grained Image ClassificationFine-grained Scene ClassificationImage-based Plant IdentificationMachine Learning For Plant Identification

Abstract

International audience

References

31

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

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Yangqing Jia, Evan Shelhamer, Jeff Donahue et al. · 2014 · 11.2K citations

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Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

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LIBLINEAR: A Library for Large Linear Classification

Rong-En Fan, Kai‐Wei Chang, Cho‐Jui Hsieh et al. · 2008 · 6.6K citations

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Video Google: a text retrieval approach to object matching in videos

Sivic, Zisserman · 2003 · 6.4K citations

Computing, Computer Science, Computer Vision +16