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cs.CV2020
Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning
Zijue Chen, David Ting, Rhys Newbury +1
Fruit tree pruning and fruit thinning require a powerful vision system that can provide high resolution segmentation of the fruit trees and their branches. However, recent works on…
cs.CV2020
Minimizing Labeling Effort for Tree Skeleton Segmentation using an Automated Iterative Training Methodology
Keenan Granland, Rhys Newbury, David Ting +1
Training of convolutional neural networks for semantic segmentation requires accurate pixel-wise labeling which requires large amounts of human effort. The human-in-the-loop method…