Automatic plant identification from photographs

  title={Automatic plant identification from photographs},
  author={Berrin A. Yanikoglu and Erchan Aptoula and Caglar Tirkaz},
  journal={Machine Vision and Applications},
We present a plant identification system for automatically identifying the plant in a given image. In addition to common difficulties faced in object recognition, such as light, pose and orientation variations, there are further difficulties particular to this problem, such as changing leaf shapes according to plant age and changes in the overall shape due to leaf composition. Our system uses a rich variety of shape, texture and color features, some being specific to the plant domain. The… CONTINUE READING
Highly Cited
This paper has 35 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.


Publications citing this paper.
Showing 1-10 of 23 extracted citations

Plant Species Identification Using Computer Vision Techniques: A Systematic Literature Review

Archives of computational methods in engineering : state of the art reviews • 2018
View 12 Excerpts
Highly Influenced

Disease recognition in Mango crop using modified rotational kernel transform features

2017 4th International Conference on Advanced Computing and Communication Systems (ICACCS) • 2017

Multiple classifier system for plant leaf recognition

2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) • 2017
View 2 Excerpts


Publications referenced by this paper.
Showing 1-10 of 59 references

Leaf Image Classification with Shape Context and SIFT Descriptors

2011 International Conference on Digital Image Computing: Techniques and Applications • 2011
View 4 Excerpts
Highly Influenced

The CLEF 2011 Plant Images Classification Task

CLEF • 2011
View 4 Excerpts
Highly Influenced

Leaf shape identification based plant biometrics

2010 13th International Conference on Computer and Information Technology (ICCIT) • 2010
View 4 Excerpts
Highly Influenced

IFSC/USP at ImageCLEF 2012: plant identification task

D. Casanova, J. B. Florindo, W. N. Gonçalves, O. M. Bruno
Proceeding of CLEF 2012 Labs and Workshop, Notebook Papers. Rome, Italy • 2012
View 3 Excerpts
Highly Influenced

The ImageCLEF 2012 plant image identification task

H. Goëau, P. Bonnet, +4 authors J. Molino
ImageCLEF 2012 Working Notes, Rome • 2012
View 3 Excerpts
Highly Influenced

Comparative study of moment based parameterization for morphological texture description

J. Visual Communication and Image Representation • 2012
View 1 Excerpt

Extending morphological covariance

Pattern Recognition • 2012
View 1 Excerpt

Similar Papers

Loading similar papers…