Automated pruning decisions in dormant sweet cherry canopies using instance segmentation

Author:

Borrenpohl Daniel,Karkee Manoj

Funder

National Institute of Food and Agriculture

Publisher

Elsevier BV

Subject

Horticulture,Computer Science Applications,Agronomy and Crop Science,Forestry

Reference30 articles.

1. Akbar, S.A., Elfiky, N.M., Kak, A., 2016. A novel framework for modeling dormant apple trees using single depth image for robotic pruning application. In: 2016 IEEE International Conference on Robotics and Automation (ICRA), pp. 5136–5142. doi: 10.1109/ICRA.2016.7487718.

2. Astill, G., Perez, A., Thornsbury, S., 2020. Developing Automation and Mechanization for Specialty Crops: A Review of U.S. Department of Agriculture Programs: A Report to Congress. United States Department of Agriculture Economic Research Service Administrative Publication Number 082, 25.

3. A robot system for pruning grape vines: a robot system for pruning grape vines;Botterill;J. Field Rob.,2017

4. Chattopadhyay, S., Akbar, S.A., Elfiky, N.M., Medeiros, H., Kak, A., 2016. Measuring and modeling apple trees using time-of-flight data for automation of dormant pruning applications. In: 2016 IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 1–9. doi: 10.1109/WACV.2016.7477596.

5. Cheng, X., Zhong, Y., Harandi, M., Dai, Y., Chang, X., Drummond, T., Li, H., Ge, Z., 2020. Hierarchical Neural Architecture Search for Deep Stereo Matching. https://arxiv.org/pdf/2010.13501.

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