Plant species identification using leaf image retrieval

CIVR 2010 - 2010 ACM International Conference on Image and Video Retrieval

Volumn , Issue , 2010, Pages 327-334

  Caballero, Carlos ^a   Aranda, M Carmen ^a  

^a UNIVERSITY OF MÁLAGA   (Spain)

Author keywords

Content based image retrieval; Leaf image database; Plant species identification; Shape matching

Indexed keywords

CONTENT BASED IMAGE RETRIEVAL; CONTOUR REPRESENTATION; DESCRIPTORS; GEOMETRICAL FEATURES; LEAF IMAGES; PLANT SPECIES IDENTIFICATION; PROTOTYPE SYSTEM; SCALE FACTOR; SHAPE BASED; SHAPE MATCHING; SHAPE REPRESENTATION; SIMILARITY MEASURE; TWO-STEP ALGORITHMS;

CONTENT BASED RETRIEVAL; DATABASE SYSTEMS; INFORMATION RETRIEVAL;

IMAGE PROCESSING;

EID: 77955864095     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1816041.1816089     Document Type: Conference Paper

References (12)

1. S. Abbasi, F. Mokhtarian, and J. Kittler. Reliable classification of chrysanthemum leaves through curvature scale space. ICSSRC97, pages 284-295, 1997.
2. J. Du, X. Wang, and G. Zhang. Leaf shape based plant species recognition. Applied Mathematics and Computation, 185:883-893, 2007.
3. R. González and E. Woods. Digital Image Processing (3rd Edition). Prentice Hall, 2008.
4. F. Mokhtarian and S. Abbasi. Matching shapes with self-intersection: application to leaf classification. IEEE Trans. on Image Processing, 13:653-661, 2004.
5. F. Mokhtarian, S. Abbasi, and J. Kittler. Efficient and robust retrieval by shape content through curvature scale space. Proceedings of the International Workshop Image DataBases and MultiMedia Search, pages 35-42, 1996.
6. F. Mokhtarian and A. Mackworth. Scaled-based description and recognition of planar curves and two dimensional shapes. IEEE Trans. Pattern Anal. Machine Intell., 8(1):34-43, 1996.
7. N. Otsu. A threshold selection method from gray level histograms. IEEE-T SMC, 9(1):62-79, January 1979.
8. Y. Rui, A. She, and T. Huang. Modified fourier descriptors for shape representation - a practical approach. First International Workshop on Image Databases and Multi Media Search, Amsterdam, 1996.
9. Z. Wang, Z. Chi, and D. Feng. Fuzzy integral for leaf image retrieval. Proceedings of Fuzzy System, 1:372-377, 2002.
10. Z. Wang, Z. Chi, and D. Feng. Shape based leaf image retrieval. Image Signal Process, 150:34-43, 2003.
11. X. Xi, E. Keogh, L. Wei, and A. Mafra-neto. Finding motifs in database of shapes. In In Proc. of SIAM International Conference on Data Mining, 2007.
12. D. Yankov, E. Keogh, L. Wei, and X. Xi. Fast best-match shape searching in rotation-invariant metric spaces. IEEE Transactions on Multimedia, 10:230-239, 2008.