冯宇健

冯宇健，2024年毕业于南京邮电大学，取得工学博士学位。目前研究方向为计算机视觉与模式识别、图像处理、行人重识别、人脸识别、多模态检索，共发表SCI二十余篇，其中第一作者和通讯作者累计十余篇。参与多个国家自然科学基金、国家重点研发、江苏省重点研发、国防等项目。发明专利多项，其中授权专利1项。长期担任IEEE Transactions on Multimedia、Pattern Recognition、Knowledge-based Systems，Expert Systems With Applications，IEEE Signal Processing Letters、Neurocomputing、Multimedia Tools And Applications等期刊审稿人。现就职于江苏理工学院计算机工程学院。

主授课程：

计算机视觉和模式识别、机器学习、深度学习

论文发表：

[1] Yujian Feng, Feng Chen, Jian Yu, et al. Homogeneous and heterogeneous relational graph for visible-infrared person re-identification[J]. Pattern Recognition, 2024: 110981.

[2] Yujian Feng, Feng Chen, Jian Yu, Yimu Ji, Fei Wu，et al. Cross-Modality Spatial-Temporal Transformer for Video-Based Visible-Infrared Person Re-Identification[J]. IEEE Transactions on Multimedia, 2024, Volume:26, pages: 6582-6594.

[3] Yujian Feng, Jian Yu, Feng Chen, Yimu Ji, Fei Wu，et al. Visible-Infrared Person Re-Identification via Cross-Modality Interaction Transformer[J]. IEEE Transactions on Multimedia, 2023, Volume:25, pages: 7647-7659.

[4] Yujian Feng, Yimu Ji, Fei Wu, Guangwei Gao, Yang Gao, et al. Occluded visible-infrared person re-identification[J]. IEEE Transactions on Multimedia, 2023, Volume:25, pages: 1401-1413.

[5] Yujian Feng, Jing Xu, Yimu Ji, Fei Wu. LLM: Learning cross-modality person re-identification via low-rank local matching[J]. IEEE Signal Processing Letters, 2021, Volume: 28, pages: 1789-1793.

[6] Yujian Feng, Feng Chen, Yimu Ji, Fei Wu, Jing Sun. Efficient cross-modality graph reasoning for RGB-infrared person re-identification[J]. IEEE Signal Processing Letters, 2021, Volume: 28, pages: 1425-1429.

[7] Yujian Feng, Fei Wu, Yimu Ji, et al. Deep Metric Learning with Triplet-Margin-Center Loss for Sketch Face Recognition[J]. IEICE TRANSACTIONS on Information and Systems, 2020, Volume: 103, pages: 2394-2397.

[8] Yujian Feng, Jian Yu, Xu J, et al. Semantic frustum-based sparsely embedded convolutional detection[J]. Signal, Image and Video Processing, 2021: 1-8.

[9] Baotai Wu, Yujian Feng(通讯作者), Yanfei Sun, et al. Feature Aggregation via Attention Mechanism for Visible-Thermal Person Re-Identification[J]. IEEE Signal Processing Letters, 2023, 30: 140-144.

[10] Jian Yu, Yujian Feng(通讯作者), Rong Li, et al. Part-facial relational and modality-style attention networks for heterogeneous face recognition[J]. Neurocomputing, 2022, 494: 1-12.

[11] Jian Yu, Yujian Feng(通讯作者). An Intrinsic Structured Graph Alignment Module With Modality-Invariant Representations for NIR-VIS Face Recognition[J]. IEEE Signal Processing Letters, 2022, 29: 1017-1021.

[12] Shuai You, Xuedong Xie, Yujian Feng(通讯作者), et al. Multi-Scale Aggregation Transformers for Multispectral Object Detection[J]. IEEE Signal Processing Letters, 2023.

[13] 一种基于跨模态多任务深度度量学习的草图人脸识别方法. 吴飞；冯宇健；季一木；荆晓远；胡长晖；韩璐. 中国专利. CN110852292B. 2022-02-01.

[14] 一种无人驾驶毫米波雷达失效检测方法. 季一木；刘尚东；冯宇健. 中国专利. CN115932742A. 2023-04-07.

研究课题：

[1] 2021年江苏省研究生科研创新计划，基于深度学习的跨模态行人重识别，主持。

[2] 国家自然科学基金， 多视图深度鉴别表示学习及其分类应用研究，2021.01-2024.12，参与。

[3] 国家重点研发计划，神经网络处理器算法库和工具链（2018AAA0103302），参与。

[4] 国家重点研发计划，多模态网络内生安全机制研究与试验，（2023YFB2904004），参与。

[5] 江苏省重点发展规划项目, 超大规模时空数据与知识图谱融合智能态势感知技术研发,    （BE2023004-2），参与。