End-to-end stereo matching network with two-stage partition filtering for full-resolution depth estimation and precise localization of kiwifruit for robotic harvesting

Author:

Jing Xudong,Jiang Hanhui,Niu Shiao,Zhang Haosen,Gilbert Murengami Bryan,Wu Zhenchao,Li Rui,Zhou Chengquan,Ye Hongbao,Chen Jinyong,Majeed Yaqoob,Fu LongshengORCID

Funder

National Natural Science Foundation of China

Ministry of Science and Technology of the People's Republic of China

Key Research and Development Program of Zhejiang Province

Ontario Ministry of Agriculture, Food and Rural Affairs

Ministry of Finance

Overseas Expertise Introduction Project for Discipline Innovation

National Aerospace Science Foundation of China

Publisher

Elsevier BV

Reference40 articles.

1. Integration of stereo vision system calibration and kinematic calibration for an autonomous kiwifruit harvesting system;Au;Int. J. Intell. Robot. Appl.,2023

2. The monash apple retrieving system: A review on system intelligence and apple harvesting performance;Au;Comput. Electron. Agric.,2023

3. Chang, J., Chen, Y., 2018. PCW-Net: Pyramid combination and warping cost volume for stereo matching, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 5410–5418. doi: 10.48550/arXiv.1803.08669.

4. Research on recognition and positioning technology of dragon fruit based on binocular vision;Gao;Lect. Notes Data Eng. Commun. Technol.,2021

5. Improved binocular localization of kiwifruit in orchard based on fruit and calyx detection using YOLOv5x for robotic picking;Gao;Comput. Electron. Agric.,2024

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