Search Results for author: Keenan Granland

Found 2 papers, 0 papers with code

HOB-CNN: Hallucination of Occluded Branches with a Convolutional Neural Network for 2D Fruit Trees

no code implementations28 Jul 2022 Zijue Chen, Keenan Granland, Rhys Newbury, Chao Chen

We further validated HOB-CNN against two different types of 2D trees, and HOB-CNN shows generalization across different trees and robustness under different occluded conditions.

Hallucination Position +1

Minimizing Labeling Effort for Tree Skeleton Segmentation using an Automated Iterative Training Methodology

no code implementations16 Oct 2020 Keenan Granland, Rhys Newbury, David Ting, Chao Chen

It is shown that in our application, the new Automating-the-Loop method greatly reduces the labeling effort while producing comparable performance to both human-in-the-loop and complete manual labeling methods.

Segmentation Semantic Segmentation

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