@inproceedings{4e3b78802f8245a486196964d06bcbf3,
title = "Vegetation segmentation in cornfield images using bag of words",
abstract = "We provide an alternative methodology for vegetation segmentation in cornfield images. The process includes two main steps, which makes the main contribution of this approach: (a) a low-level segmentation and (b) a class label assignment using Bag of Words (BoW) representation in conjunction with a supervised learning framework. The experimental results show our proposal is adequate to extract green plants in images of maize fields. The accuracy for classification is 95.3% which is comparable to values in current literature.",
keywords = "Bag-of-Words, Colour Vegetation Indices, Green detection, Machine learning",
author = "Yerania Campos and Erik Rodner and Joachim Denzler and Humberto Sossa and Gonzalo Pajares",
note = "Publisher Copyright: {\textcopyright} Springer International Publishing AG 2016.; 17th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2016 ; Conference date: 24-10-2016 Through 27-10-2016",
year = "2016",
doi = "10.1007/978-3-319-48680-2_18",
language = "Ingl{\'e}s",
isbn = "9783319486796",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "193--204",
editor = "Cosimo Distante and Dan Popescu and Paul Scheunders and Wilfried Philips and Jacques Blanc-Talon",
booktitle = "Advanced Concepts for Intelligent Vision Systems - 17th International Conference, ACIVS 2016, Proceedings",
address = "Alemania",
}