Kiwifruit detection in field images using Faster R-CNN with VGG16

Author:

Song Zhenzhen,Fu Longsheng,Wu Jingzhu,Liu Zhihao,Li Rui,Cui Yongjie

Publisher

Elsevier BV

Subject

Control and Systems Engineering

Reference23 articles.

1. Bargoti, S., & Underwood, J. (2017). Deep fruit detection in orchards. Proceedings - IEEE International Conference on Robotics and Automation, 3626–3633.

2. Cui, Y., Fu, L., Gejima, Y., Su, S., Wang, B., & Zhang, F. (2014). Kiwifruit recognition at night using artificial lighting based on machine vision. In ASABE–CSBE/SCGAB Annual International Meeting Paper.

3. Recognition and feature extraction of kiwifruit in natural environment based on machine vision;Cui;Transactions of the Chinese Society for Agricultural Machinery,2013

4. Apple flower detection using deep convolutional networks;Dias;Computers in Industry,2018

5. Image recognition method of multi-cluster kiwifruit in field based on convolutional neural networks;Fu;Transactions of the Chinese Society of Agricultural Engineering,2018

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