Céline HUDELOT 
Welcome on my home page!
I am , since november 2001, a PHD student in the ORION team. It is a multi-disciplinarity team at the frontier of computer vision, knowledge-based systems, and software engineering.
My PHD Research
The aim of this work is the early diagnosis of Plant diseases, in particular of Rose diseases, by automatic image interpretation.
The main issue is the automatic recognition of various types of Plant diseases with macroscopic and microscopic images. These diseases can be fungus which appears like filamentous networks or insects with various shapes and states.
The main difficulties are:
- The disease segmentation : the background is very complex
- The disease classification
Key words:
Cognitive Vision, Knowledge Representation, Classification Reasoning, Program Supervision
I collaborate with another French Research Institute:URIH, a resarch unit of INRA (Institut National de la Recherche Agronomique). It is also located in Sophia Antipolis.
Some microscopic images of some rose diseases!
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Powdery mildew: different states of infection
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An aphid and a dust mite
Publications
- Technical Report : Etude de faisabilité d'un système d'acquisition d'images de végétaux pour la détection précoce de pathologies: .ps
- Apports de la vision par ordinateur pour la détection et le suivi de pathologies végétales: Application à l'étude de l'intéraction hote/parasite du couple rose/oidium. 3ème Rencontres du Groupe Oidiums INRA Fréjus. Avril 2002. .ppt
- An Architecture for Knowledge Based Image Interpretation. In: Workshop
on Computer Vision System Control Architectures, Graz, Austria (2003).
.pdf
