Evaluation of Features for Leaf Discrimination

• Type: Article in International Conference Proceedings Book
• Date: 2013

Authors

Pedro F B Silva (Author) Other; Andre R S Marcal (Author) FCUP; Rubim M A Almeida da Silva (Author) FCUP

Conference proceedings International

Title: IMAGE ANALYSIS AND RECOGNITION

Pages: 197-204

10th International Conference on Image Analysis and Recognition (ICIAR)

Pvoa do Varzim, PORTUGAL, JUN 26-28, 2013

Indexing

ISI Web of Knowledge - 65 Citations

Scopus - 91 Citations

Scientific classification

FOS: Natural sciences > Computer and information sciences

Other information

Authenticus ID: P-008-EAE

DOI: 10.1007/978-3-642-39094-4_23

Abstract (EN): A number of shape features for automatic plant recognition based on digital image processing have been proposed by Pauwels et al. in 2009. A database with 15 classes and 171 leaf samples was considered for the evaluation of these measures using linear discriminant analysis and hierarchical clustering. The results obtained match the human visual shape perception with an overall accuracy of 87%.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 8