Browsing NTNU Open by Author "Omholt Gjevestad, Jon Glenn"
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A low‐cost and efficient autonomous row‐following robot for food production in polytunnels
Le, Tuan Dung; Ponnambalam, Vignesh Raja; From, Pål Johan; Omholt Gjevestad, Jon Glenn (Journal article; Peer reviewed, 2019)In this paper, we present an automatic motion planner for agricultural robots that allows us to set up a robot to follow rows without having to explicitly enter waypoints. In most cases, when robots are used to cover large ... -
Robot-supervised Learning of Crop Row Segmentation
Bakken, Marianne; Moore, Richard J.D.; From, Pål Johan; Omholt Gjevestad, Jon Glenn; Ponnambalam, Vignesh Raja (Chapter, 2021)We propose an approach for robot-supervised learning that automates label generation for semantic segmentation with Convolutional Neural Networks (CNNs) for crop row detection in a field. Using a training robot equipped ...