乃科
发布时间: 2024-02-28 11:37:07 浏览量:
长沙理工大学计算机与通信工程学研究生导师基本信息表 |
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1、个人基本信息: |
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姓 名:乃科 |
性 别:男 |
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出生年月:1988年3月 |
技术职称:讲师 |
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毕业院校:湖南大学 |
学历(学位):博士 |
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所在学科:计算机科学与技术 |
研究方向:计算机视觉、机器学习、 深度学习、人工智能、视觉目标跟踪 |
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联系电话:13548680422 |
邮箱:821793650@qq.com |
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2、教育背景: |
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中南大学 |
计算机科学与技术,硕士 |
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2015.9-2019.12 |
湖南大学 |
计算机科学与技术,博士 |
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2020.2-2023.1 |
湖南大学 |
软件工程,博士后 |
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3、目前研究领域: |
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计算机视觉、机器学习、深度学习、人工智能、视觉目标跟踪 |
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4、已完成或已在承担的主要课题: |
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1. 国家自然科学基金委员会, 青年科学基金项目, 62106071, 面向开放环境的鲁棒目标跟踪方法研究, 2022-01-01 至 2024-12-31, 30万元, 在研, 主持 2. 中国博士后科学基金,面上项目,复杂场景下的相关滤波跟踪方法研究,2022-01-01 至 2022-12-30, 8万元, 已结题,主持 3. 国家自然科学基金委员会, 联合基金项目, U21A20518, 城市智能客车多模态协同感知与安全高效行驶 关键技术研究, 2022-01-01 至 2025-12-31, 260万元, 在研, 参与 4. 国家自然科学基金委员会, 面上项目, 62272157, 交互式可控图像描述迁移学习关键技术研究, 2023- 01-01 至 2026-12-31, 53万元, 在研, 参与 5. 国家自然科学基金委员会, 面上项目, 62172150, 基于多视角3D人体姿态分析的动作识别方法研究, 2022-01-01 至 2025-12-31, 60万元, 在研, 参与 |
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6、已发表的学术论文: |
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[1] Ke Nai, Zhiyong Li, Guiji Li, Shanquan Wang. Robust Object Tracking via Local Sparse Appearance Model [J]. IEEE Transactions on Image Processing, 2018, 27(10): 4958-4970. (SCI一区,IF-10.6, 第一作者) [2] Ke Nai, Zhiyong Li, Yihui Gan, Qi Wang. Robust Visual Tracking via Multitask Sparse Correlation Filters Learning [J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 34(1): 502-515. (SCI一区,IF-10.4, 第一作者) [3] Zhiyong Li, Ke Nai, Guiji Li, Shilong Jiang. Learning a Dynamic Feature Fusion Tracker for Object Tracking [J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(2):1479-1491. (SCI一区,IF-8.5, 共同一作兼通讯作者) [4] Ke Nai, Zhiyong Li,Haidong Wang. Learning Channel-Aware Correlation Filters for Robust Object Tracking[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(11): 7843-7857. (SCI一区,IF-8.4, 第一作者) [5] Ke Nai, Shaomiao Chen. Learning a Novel Ensemble Tracker for Robust Visual Tracking[J]. IEEE Transactions on Multimedia, 2024, 26: 3194-3205. (SCI一区,IF-7.3,第一作者) [6] Ke Nai, Zhiyong Li, Haidong Wang. Dynamic Feature Fusion with Spatial-Temporal Context for Robust Object Tracking [J]. Pattern Recognition, 2022,130,108775.(SCI一区,IF-8.0, 第一作者) [7] Ke Nai, Degui Xiao, Zhiyong Li, Shilong Jiang, Yu Gu. Multi-pattern Correlation Tracking [J]. Knowledge-based Systems, 2019, 181: 104789. (SCI一区,IF-8.8, 第一作者) [8] Zhiyong Li, Chenming Hu, Ke Nai, Jin Yuan. Siamese Target Estimation Network with AIoU loss for Real-time Visual Tracking [J]. Journal of Visual Communication of Image Representation, 2021, 77: 103107. (SCI 三区, IF-2.6, 通讯作者) [9] Guiji Li, Manman Peng, Ke Nai. Reliable correlation tracking via dual-memory selection model [J]. Information Sciences, 2020,518,238-255.(SCI一区,IF-8.1) [10] Guiji Li, Manman Peng, Ke Nai. Multi-view correlation tracking with adaptive memory-improved update model[J]. Neural Computing and Applications, 2020, 32: 9047-9063. (SCI三区,IF-6) [11] Guiji Li, Manman Peng, Ke Nai. Visual tracking via context-aware local sparse appearance model [J]. Journal of Visual Communication of Image Representation, 2018, 56: 92-105. (SCI 三区, IF-2.6) [12] Jiacheng Lin, Xianwen Dai, Ke Nai. BRPPNet: Balanced privacy protection network for referring personal image privacy protection [J]. Expert Systems with Applications, 2023. (SCI一区,IF-8.4) [13] Qi Wang, Zhiyong Li, Ke Nai. Dynamic resource allocation for jointing vehicle-edge deep neural network inference [J]. Journal of Systems Architecture, 2021. (SCI二区,IF-4.5)
[14] Zhiyong Li, Song Gao, Ke Nai. Robust object tracking based on adaptive templates matching via the fusion of multiple features [J]. Journal of Visual Communication of Image Representation, 2017, 44: 1-20. (SCI 三区, IF-2.6) [15] Jia Zhang, Zhiyong Li, Ke Nai. DELR: A double-level ensemble learning method for unsupervised anomaly detection [J]. Knowledge-based Systems, 2019, 181: 104783. (SCI一区,IF-8.8) [16] Haidong Wang, Zhiyong Li, Ke Nai. BTN: Neuroanatomical aligning between visual object tracking in deep neural network and smooth pursuit in brain [J]. Neurocomputing, 2022, 486(14): 16-26. (SCI二区,IF-6.0) [17] Xianwen Dai, Jiacheng Lin, Ke Nai. Multiscale deep feature selection fusion network for referring image segmentation [J].Multimedia Tools and Application, 2023. (SCI四区,IF-3.6) [18] Jingyi Lv, Zhiyong Li, Ke Nai. Person re-identification with expanded neighborhoods distance re-ranking[J]. Image and Vision Computing, 2020,95:103875. (SCI三区,IF-4.7) [19] Song Wang, Huan Zhao, Ke Nai. Learning a maximized shared latent factor for cross-modal hashing [J]. Knowledge-based Systems, 2021, 228(27): 107252. (SCI一区,IF-8.8)
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7、 所获学术荣誉及学术影响: |
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联系地址:821793650@qq.com