Search Results for author: Zijue Chen

Found 3 papers, 1 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

Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning

no code implementations14 Oct 2020 Zijue Chen, David Ting, Rhys Newbury, Chao Chen

DeepLabv3 outperforms the other models at Binary accuracy, Mean IoU and Boundary F1 score, but is surpassed by Pix2Pix (without discriminator) and U-Net in Occluded branch recall.

Generative Adversarial Network Hallucination +1

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