
基本信息:
姓名:刘丹
性别:女
邮箱:111996075@imu.edu.cn
研究方向:计算机视觉,生态大数据
个人简介:
刘丹,中共党员,博士,讲师。现就职于太阳集团tyc5997(软件学院)、人工智能学院。
教育背景:
2021.09-2025.12 西北农林科技大学 农业信息工程 工学博士
2024.09-2025.12 比利时荷语鲁汶大学 生物系统工程 联合培养
2018.09-2021.06 西华师范大学 计算机应用技术 理学硕士
2014.09-2018.06 西华师范大学 信息与计算科学 理学学士
学术论文:
(1)Dan Liu, Jin Hou, Shaoli Huang, Jing Liu, Yuxin He, Bochuan Zheng, Jifeng Ning, and Jindong Zhang. LoTE-Animal: A Long Time-span Dataset for Endangered Animal Behavior Understanding, Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, 20064 -20075.(CCFA)
(2)Dan Liu, Qianqian Sun, Jin Hou, Bochuan Zhen, Jindong Zhang, Desheng Li, Tomas Norton, and Jifeng Ning. Wild ActionFormer: Enhancing Wildlife Action Recognition for 11 Endangered Species in Wolong, Ecological Informatics, 2025, 103148. (JCR一区,IF:7.3)
(3)Dan Liu, Yajuan Wu, Yuxin He, Lu Qin and Bochuan Zheng. Multi-Object Detection of Chinese License Plate in Complex Scenes, Computer Systems Science and Engineering, 2021, 36(1), 145-156.
(4)Dan Liu, Jin Hou, Bochuan Zheng, Jindong Zhang, Tomas Norton, Jifeng Ning. 2025. Wild-Det: A Wildlife Detection Model with Asymptotic Feature Fusion for Habitat Distribution Prediction Using Infrared Camera Traps in Wolong. Zoological Research. (JCR一区Top)
(5)刘丹,吴亚娟,罗南超,郑伯川.嵌入注意力和特征交织模块的Gaussian-YOLOv3目标检测.计算机应用, 2020, 40(08): 2225-2230.(中文核心)
(6)Zicheng Ding, Dan Liu, Chenjia Zhang and Zheng Zhang, Insulator Self-explosion Defect Detection Based on Image Semantic Segmentation, Proceedings of the IEEE 6th International Conference on Pattern Recognition and Artificial Intelligence (PRAI), 2023,247-253.
(7)Wenxu Shi, Dan Liu, Dailun Tan, and Bochuan Zheng. A Simple Weighted Adaptation Method for Object Detection under Universal Domains, Knowledge-Based Systems. 111987.(JCR一区,IF:7.6)
(8)Jing Liu, Jin Hou, Dan Liu, Qijun Zhao, Rui Chen, Xiaoyuan Chen, Vanessa Hull, Jindong Zhang, and Jifeng Ning. A joint time and spatial attention-based transformer approach for recognizing the behaviors of wild giant pandas. Ecological Informatics, 83, 102797. (JCR一区,IF:7.3)