主要研究领域为高分遥感公安应用和视频图像处理与分析。先后主持完成国家级项目2项，省部级项目6项，从实战需求出发，对敏感目标识别、安保态势分析等关键技术进行攻关，全面提升对各类风险隐患的发现、识别、预警和处置能力；主持完成的局部遮挡人脸识别与侦测关键技术获2018年度公安部科学技术三等奖，获公安部优秀教学成果三等奖1项。近5年，发表论文16篇，其中SCI收录5篇，EI收录8篇。目前主持在研国家级项目2项，经费总计300余万元。 代表性成果 1.J. Li, H. Huo, C. Li, R. Wang, C. Sui and Z. Liu, "Multigrained Attention Network for Infrared and Visible Image Fusion," in IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-12, 2021, Art no. 5002412, doi: 10.1109/TIM.2020.3029360. 2.J. Li, H. Huo, C. Li, R. Wang and Q. Feng, "AttentionFGAN: Infrared and Visible Image Fusion Using Attention-Based Generative Adversarial Networks," in IEEE Transactions on Multimedia, vol. 23, pp. 1383-1396, 2021, doi: 10.1109/TMM.2020.2997127. 3. Li J , Huo H T , Liu K , et al. Infrared and Visible Image Fusion Using Dual Discriminators Generative Adversarial Networks with Wasserstein Distance[J]. Information Sciences, 2020. Doi:10.1016/j.ins.2020.04.035 4. Jing Li, Hongtao Huo, Chenhong Sui, Chenchen Jiang, and Chang Li.Poisson Reconstruction-Based Fusion of Infrared and Visible Images via Saliency Detection， IEEE Access: 2019 ,7 ,20676-20688 5. Feiyan Li, Wei Li, Hongtao Huo and Qiong Ran, Decision Fusion Based on Joint Low Rank and Sparse Component for Hyperspectral Image Classification, 2019 IEEE International Geoscience and Remote Sensing Symposium(IGARSS 2019), 401-404. 6.蒋晨琛,霍宏涛,冯琦.一种基于PCA的面向对象多尺度分割优化算法[J/OL].北京航空航天大学学报:1-17[2019-12-24].https://doi.org/10.13700/j.bh.1001-5965.2019.0398. 7.李非燕,霍宏涛,李静,白杰.基于多特征和改进稀疏表示的高光谱图像分类[J].光学学报,2019,39(05):351-359. 8. 李非燕,霍宏涛,白杰,王巍.基于稀疏表示和自适应模型的高光谱目标检测[J].光学学报,2018,38(12):379-385. 9. 罗霄阳,霍宏涛,王梦思,陈亚飞.基于多残差马尔科夫模型的图像拼接检测[J].计算机科学,2018,45(04):173-177.
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