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姓名:郭立君      职称: 教授
联系方式: [email protected]
研究方向: 视觉大模型、医学影像分析、模型可解释性

近五年主要科研成果:

一、学术论文:

[1] R. Zhang, J. Feng, C. Feng, Y. Wang and L. Guo*, "Part2Pose: Inferring Human Pose From Parts in Complex Scenes," in IEEE Signal Processing Letters, vol. 32, pp. 441-445, 2025, doi: 10.1109/LSP.2024.3517418.

[2] Youming Chen, Ting Tuo, Lijun Guo*, Rong Zhang, Yirui Wang, Shangce Gao,Robust auxiliary modality is beneficial for video-based cloth-changing person re-identification,Image and Vision Computing,Volume 154,2025,105400,ISSN 0262-8856,//doi.org/10.1016/j.imavis.2024.105400

[3] S. Wang, L. Guo*, R. Zhang, W. He, Q. Li and S. Gao, "Tri-Hash Progressive Sampling Neural Attenuation Field for Sparse-View CBCT Reconstruction," 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Lisbon, Portugal, 2024, pp. 2577-2582, doi: 10.1109/BIBM62325.2024.10822431. CCF-B

[4] Qingqing Lu Lixin Ni Zhehao Zhang Lulin Zou Lijun Guo* Yuning Pan*, Superior performance of a center-point AI model over VFLDNet in automated cobb angle estimation for scoliosis assessment, EUROPEAN SPINE JOURNAL 2024 Volume33 Issue12 Page4710-4719 DOI10.1007/s00586-024-08538-6

[5] Qingqing Wu, Lijun Guo,* , Rong Zhang, Jiangbo Qian, Shangce Gao,QSMT-net: A query-sensitive proposal and multi-temporal-span matching network for video grounding,IMAGE AND VISION COMPUTING,2024 SEP,vol 146,

[6] Zou L, Guo L*, Zhang R, et al., "VLTENet: A Deep-Learning-Based Vertebra Localization and Tilt Estimation Network for Automatic Cobb Angle Estimation," in IEEE Journal of Biomedical and Health Informatics, vol. 27, no. 6, pp. 3002-3013, June 2023, doi: 10.1109/JBHI.2023.3258361

[7] Zheye Chen , Lijun Guo*, Rong Zhang , Zhongding Fang , Xiuchao He , Jianhua Wang*, BX2S-Net: Learning to Reconstruct 3D Spinal Structures from Bi-planar X-ray Images, Computers in Biology and Medicine, Volume 154, March 2023, 106615 //doi.org/10.1016/j.compbiomed.2023.106615

[8] Dingning Xu, Lijun Guo∗, Rong Zhang, Jiangbo Qian, Shangce Gao. Can relearning local representation help small networks for human pose,Neurocomputing,2023, 518 , pp.418-430 DOI: //doi.org/10.1016/j.neucom.2022.11.025

[9] Anjing Guo, Yirui Wang∗ , Lijun Guo∗ , Rong Zhang , Yang Yu , Shangce Gao∗, An adaptive position-guided gravitational search algorithm for function optimization and image threshold segmentation. Engineering Applications of Artificial Intelligence 121 (2023) 106040. DOI: //doi.org/10.1016/j.engappai.2023.106040

[10] Dingning Xu, Rong Zhang∗ , Lijun Guo , Cun Feng , Shangce Gao,  LDNet: Lightweight dynamic convolution network for human pose estimation. Advanced Engineering informatics, 2022,54 DOI: 10.1016/j.aei.2022.101785

二、项目课题:

[1] 国家自然科学基金/面上项目,基于表观特征的目标人体识别研究,61175026,2012.1-2015.12,主持;

[2] 浙江省自然科学基金/公益项目,基于自然语言描述的行人搜索方法研究,LGF21F020008,2021.1-2022.12,主持;

[3] 宁波市自然基金/公益重点项目,基于深度学习脊柱侧弯智能辅助诊疗及临床应用研究,2022S134,2022.8-2025.7,主持;

[4] 企业横向项目,基于多模态数据的烹饪关键动作识别技术研究,HK2024000596,2024.12-2025.11,主持;

[5] 企业横向项目,基于双平面X线影像脊柱侧弯辅助评估系统,HK2023000359,2023.9-2024.8,主持;

[6] 宁波市2025重点攻关项目,卒中后脑功能障碍的风险评估和干预研究,2023Z196,2023.9-2026.8,参与;

三、获奖情况:

1. 2023年,宁波市,宁波市科技进步奖三等奖

2. 2024年,教育部-华为“智能基座”优秀教师