@inproceedings{Campos16_BLA, type = {inproceedings}, key = {Campos16_BLA}, title = {Vegetation segmentation in cornfield images using bag of words}, author = {Yerania Campos and Erik Rodner and Joachim Denzler and Humberto Sossa and Gonzalo Pajares}, booktitle = {Advanced Concepts for Intelligent Vision Systems (Acivs)}, year = {2016}, pages = {193-204}, 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.}, doi = {10.1007/978-3-319-48680-2_18}, groups = {biomedical}, url = {https://link.springer.com/chapter/10.1007/978-3-319-48680-2_18}, }