DAEDALUS at image CLEF 2011 plant identification task: Using SIFT keypoints for object detection

CEUR Workshop Proceedings

Volumn 1177, Issue , 2011, Pages

  Villena Román, Julio ^a,c   Lana Serrano, Sara ^b,c   González Cristóbal, José Carlos ^b,c  

^a UNIVERSIDAD CARLOS III DE MADRID   (Spain)

^b UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

^c DAEDALUS Data Decisions and Language SA ^*  (Spain)

Author keywords

Classifier; Image retrieval; Keypoints; Pl@ntleaves; Plant identification task; Scale invariant feature transform; Sift; Test; Training

Indexed keywords

CLASSIFIERS; IMAGE RETRIEVAL; OBJECT DETECTION; PERSONNEL TRAINING; TESTING;

KEYPOINTS; PL@NTLEAVES; PLANT IDENTIFICATION; SCALE INVARIANT FEATURE TRANSFORMS; SIFT;

IMAGE PROCESSING;

EID: 84922041469     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Goëau, Hervé; Bonnet, Pierre; Joly, Alexis; Boujemaa, Nozha; Barthelemy, Daniel; Molino, Jean-François; Birnbaum, Philippe; Mouysset, Elise; Picard, Marie. The CLEF 2011 plant image classification task. CLEF 2011 working notes, Amsterdam, The Netherlands, 2011.
2. Pl@ntNet Project. http://www.plantnet-project.org/[online August 2011].
3. Tela Botanica, The French Botany Network. http://www.tela-botanica.org/[online August 2011].
4. Lowe, David G. Object recognition from local scale-invariant features. Proceedings of the International Conference on Computer Vision, vol 2. pp. 1150- 1157, 1999.
5. Lowe, David G. Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision, 60, 2, pp. 91-110, 2004.
6. Demo Software: SIFT Keypoint Detector. http://www.cs.ubc.ca/lowe/keypoints/[online August 2011].