An android application for leaf-based plant identification
| Autor: | Laurent Joyeux, Anne Verroust-Blondet, Sofiene Mouine, Itheri Yahiaoui, Hervé Goëau, Souheil Selmi |
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| Přispěvatelé: | Robotics & Intelligent Transportation Systems (RITS), Inria Paris-Rocquencourt, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (CRESTIC), Université de Reims Champagne-Ardenne (URCA), Pl@ntNet (Agropolis fondation) |
| Rok vydání: | 2013 |
| Předmět: |
leaf descriptor
business.industry Computer science ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ACM: I.: Computing Methodologies/I.5: PATTERN RECOGNITION/I.5.4: Applications/I.5.4.0: Computer vision 020207 software engineering Pattern recognition 02 engineering and technology Leaf margin shape representation ACM: H.: Information Systems/H.3: INFORMATION STORAGE AND RETRIEVAL/H.3.3: Information Search and Retrieval Plant identification Salient Android application [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR] local descriptor 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Computer vision Artificial intelligence Android (operating system) business plant identification |
| Zdroj: | ICMR ICMR '13-3rd ACM International Conference on Multimedia Retrieval ICMR '13-3rd ACM International Conference on Multimedia Retrieval, Apr 2013, Dallas, United States |
| DOI: | 10.1145/2461466.2461520 |
| Popis: | International audience; This paper presents an Android application for plant identification. The system relies on the observation of leaf images. Unlike other mobile plant identification applications, the user may choose the leaf characters that will guide the identification process. For this purpose, two kinds of descriptors are proposed to the user: a shape descriptor based on a multiscale triangular representation of the leaf margin and a descriptor of the salient points of the leaf. The application achieves good identification accuracy and provides Android users a useful system for plant identification. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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