学术发表

本页面汇总草莓采摘机器人小组发表的同行评议期刊论文、会议论文、预印本和授权专利。各类别按时间倒序排列，最新成果列在前面。论文题目与期刊名称保留原文，便于准确检索和引用。

期刊论文

  1. Zhu, T., Zhao, C., Miao, Z., Zhang, W. and Xiong, Y. (2026) ‘Six-DoF Strawberry Harvesting Pose Selection and Adaptive Obstacle Clearing in Occluded Environments’, Advanced Intelligent Systems. 已接收，待正式发表。接收新闻 ↗

  2. Yang, L., Hu, S., Sun, M. and Xiong, Y. (2026) ‘Harvesting Sequence Optimization for Clustered Strawberries Using a Fruit-Level Harvesting Difficulty Score’, Computers and Electronics in Agriculture. 已接收，待正式发表。接收新闻 ↗

  3. Zhao, Q., Ge, Y., Zhao, H. and Xiong, Y. (2026) ‘Active obstacle separation: Vision-language model (VLM) driven clearing decisions for robotic harvesting’, Smart Agricultural Technology, 14, p. 102037. DOI ↗

  4. Zhen, J., Ge, Y., Zhu, T., Zhao, H. and Xiong, Y. (2026) ‘Real-time multi-attribute quality grading of tabletop strawberries under occlusions for harvesting robots’, Smart Agricultural Technology, 14, p. 101960. DOI ↗

  5. Sun, M., Zhao, C., Yang, L., Liu, H., Hu, S. and Xiong, Y. (2026) ‘Vision-based early fault diagnosis and self-recovery for strawberry harvesting robots’, Artificial Intelligence in Agriculture. DOI ↗

  6. Yang, N., Ji, P., Lin, S. and Xiong, Y. (2026) ‘PHDT-DETR: A Lightweight End-to-End Detector for On-Device Truss Tomato Detection in Greenhouses’, Smart Agricultural Technology, p. 101742. DOI ↗

  7. Sun, M., Hu, S., Zhao, C. and Xiong, Y. (2026) ‘Light-resilient visual regression of strawberry ripeness for robotic harvesting’, Computers and Electronics in Agriculture, 241, p. 111169. DOI ↗

  8. Hu, S., Sun, M., Zhao, C. and Xiong, Y. (2026) ‘Calibration-enhanced multi-view RGB-D vision for robust recognition and 3D localization of strawberries under occlusions’, Computers and Electronics in Agriculture, 241, p. 111221. DOI ↗

  9. Hu, Z., Chen, L. and Xiong, Y. (2026) ‘Strawberry bruise susceptibility analysis based on discrete element method coupled with finite element simulation’, Postharvest Biology and Technology, 232, p. 113964. DOI ↗

  10. Yang, L., Li, H., Lin, S. and Xiong, Y. (2026) ‘High-Tolerance Soft-Rigid Gripper for Low-Damage Robotic Strawberry Harvesting’, IEEE Robotics and Automation Letters, 11(1), pp. 121–128. DOI ↗

  11. Ji, P., Yang, N., Lin, S. and Xiong, Y. (2025) ‘EDI-YOLO: An Instance Segmentation Network for Tomato Main Stems and Lateral Branches in Greenhouse Environments’, Horticulturae, 11(10), p. 1260. DOI ↗

  12. Zhu, T., Zhang, W., Miao, Z., Zhao, C. and Xiong, Y. (2025) ‘YOLOv11-SKP: an enhanced model for strawberry bounding box and key point detection in harvesting scenarios’, Engineering Research Express, 7(4), p. 045217. DOI ↗

  13. Wang, Y., Hu, H., Wu, S. and Xiong, Y. (2025) ‘Enhancing Weeding Efficiency: Addressing Targeting Positional Errors and Key Determinants of Cutting Efficiency in Laser Weeding Robots’, IEEE Transactions on AgriFood Electronics. DOI ↗

  14. Miao, Z., Chen, Y., Yang, L., Hu, S. and Xiong, Y. (2025) ‘A Fast Path-Planning Method for Continuous Harvesting of Table-Top Grown Strawberries’, IEEE Transactions on AgriFood Electronics. DOI ↗

  15. Zhu, T., Miao, Z., Zhao, C., Chen, L. and Xiong, Y. (2024) ‘Five-degree-of-freedom strawberry pose estimation using key points and oriented bounding box detection’, Computers and Electronics in Agriculture, 239, p. 110974. DOI ↗

会议论文

  1. Li, T., Shi, H., Zhao, C. and Xiong, Y. (2026) ‘Vision-Based Obstacle Separation for Strawberry Harvesting in Clusters Using Hierarchical Reinforcement Learning’, In: 2026 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Accepted.

  2. Miao, C., Li, T. and Xiong, Y. (2026) ‘Learning the Full Process of Strawberry Harvesting: A Reinforcement Learning Approach for Obstacle Separation, Detachment, and Placement’, In: 2026 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Accepted.

  3. Chen, X., Wang, Y., Yang, L., Li, H. and Xiong, Y. (2026) ‘Hybrid Rigid-Soft Robotic Gripper with Shape Adaptation, Uniform Force Distribution, and Self-Locking Capabilities’, In: 2026 IEEE International Conference on Robotics and Automation (ICRA). Accepted.

  4. Zhen, J., Ge, Y., Zhu, T., Zhao, H. and Xiong, Y. (2025) ‘Online Estimation of Table-Top Grown Strawberry Mass in Field Conditions with Occlusions’, In: 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 3040–3047. DOI ↗

  5. Chen, Y., Miao, Z., Ge, Y., Lin, S., Chen, L. and Xiong, Y. (2024) ‘Design and Control of a Novel Six-Degree-of-Freedom Hybrid Robotic Arm’, In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 3597–3604. DOI ↗

预印本与工作论文

  1. Zhao, Z., Wang, S., Miao, Z. and Xiong, Y. (2026) ‘HarvestFlex: Strawberry Harvesting via Vision-Language-Action Policy Adaptation in the Wild’, arXiv preprint arXiv:2603.05982. arXiv ↗

  2. Ge, Y., Zhao, Q., Sun, M., Zhao, H. and Xiong, Y. (2025) ‘Occlusion-Aware Harvesting Sequence Planning for Strawberries in Clusters Using Large Language and Vision-Language Models’, SSRN Electronic Journal. DOI ↗ | SSRN ↗

专利

  1. Xiong, Y., Yang, L., Ge, Y., Lin, S., Li, H. and Chen, L. (2025) ‘Flexible-rigid integrated gripper for harvesting fruits and vegetables in breaking-off manner and harvesting robot’, US Patent, 12,369,526. Filed: 29 July 2025. USPTO ↗

  2. Xiong, Y. (2025) ‘Harvesting method of snap-off picking gripper, and snap-off harvesting gripper’, US Patent, 12,310,288. Filed: 27 May 2025. USPTO ↗

  3. Xiong, Y. and Chen, Y. (2025) ‘Monorail independent dual-slider synchronous belt sliding table module component with compact structure’, US Patent, 12,280,460. Filed: 22 April 2025. USPTO ↗

最后更新：2026年9月

合计：15篇期刊论文（含2篇已接收论文）· 5篇会议论文 · 2篇预印本 · 3项美国专利