Cascading Feature Filtering and Boosting Algorithm for Plant Type Classification Based on Image Features

Crop and weeds identification is of important steps towards the development of efficient automotive weed control systems. The higher the accuracy of plant detection and classification, the higher the performance of the weeding machine. In this study, the capability of two popular boosting methods in...

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Veröffentlicht in:	IEEE access 2021, Vol.9, p.82021-82030
1. Verfasser:	Bakhshipour, Adel
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Agriculture Algorithms Boosting Classification Classification algorithms Classifiers Control systems Datasets Discrimination Ensemble learning Feature extraction Feature selection Filtration Image classification Image color analysis image processing Multilayers Peanuts plant identification precision agriculture Root-mean-square errors Shape Support vector machines Training Weed control
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