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    "description": "**Author**: James Cope, Thibaut Beghin, Paolo Remagnino, Sarah Barman.  \r\n**Source**: [UCI](https:\/\/archive.ics.uci.edu\/ml\/datasets\/One-hundred+plant+species+leaves+data+set) - 2012  \r\n**Please cite**: Charles Mallah, James Cope, James Orwell. Plant Leaf Classification Using Probabilistic Integration of Shape, Texture and Margin Features. Signal Processing, Pattern Recognition and Applications, in press. 2013.   \r\n\r\n**One-hundred plant species leaves data set (class = texture)**  \r\nThe data directory contains the binary images (masks) of the leaf samples. The colour images are not included. There are three features: Shape, Margin and Texture. As discussed in the paper(s) above. For Each feature, a 64 element vector is given per sample of leaf. These vectors are taken as a contigous descriptors (for shape) or histograms (for texture and margin). The colour images are not included in this submission. The Leaves were collected in the Royal Botanic Gardens, Kew, UK. email: james.cope@kingston.ac.uk\r\n\r\n**Sources**  \r\n   (a) Original owners of colour Leaves Samples:\r\n James Cope, Thibaut Beghin, Paolo Remagnino, Sarah Barman.\r\n   (b) This dataset consists of work carried out by James Cope, Charles Mallah, and James Orwell.\r\n Donor of database Charles Mallah: charles.mallah@kingston.ac.uk; James Cope:  james.cope@kingston.ac.uk\r\n   (c) Date received 03\/12\/2012\r\n\r\n**Usage**\r\n   (a) This is a new data set, provisional paper: \r\n\r\n Charles Mallah, James Cope, James Orwell. Plant Leaf Classification Using Probabilistic Integration of Shape, Texture and Margin Features. Signal Processing, Pattern Recognition and Applications, in press.\r\n\r\n   (b) Previous parts of the data set relate to feature extraction of leaves from: \r\n\r\n J. Cope, P. Remagnino, S. Barman, and P. Wilkin.\r\n Plant texture classification using gabor cooccurrences.\r\n Advances in Visual Computing,\r\n pages 669\u00f1677, 2010.\r\n\r\n T. Beghin, J. Cope, P. Remagnino, and S. Barman.\r\n Shape and texture based plant leaf classification. In\r\n Advanced Concepts for Intelligent Vision Systems,\r\n pages 345\u00f1353. Springer, 2010.",
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