个人简介：

沈家全，1992年9月出生，中共党员，河南叶县人，博士，副教授，硕士生导师，2021年3月毕业于南京航空航天大学计算机科学与技术学院，研究方向为人工智能、深度学习、计算机视觉，主持省部级等项目4项，参与国家重点研发等国家级项目5项，以第一作者发表SCI检索期刊论文10篇，相关论文发表在npj Heritage Science(Nature 子刊)、IEEE T-ITS、IEEE TIM和IEEE GRSL等国际知名期刊上，申请发明专利20余项，指导学生在互联网+、挑战杯、计算机设计大赛、蓝桥杯等获国奖10余项，获河南省科技进步三等奖1项，河南省教育厅科技成果一等奖1项，并多次受邀担任国际一流期刊论文审稿人。联系邮箱：shenjiaquan_cv@163.com ;  shenjiaquan@nuaa.edu.cn 。

发表论文：

1. Jiaquan Shen, Ningzhong Liu, Han Sun, Deguang Li, Yongxin Zhang and Lulu Han, " An Algorithm Based on Lightweight Semantic Features for Ancient Mural Element Object Detection," npj Heritage Science, vol. 13, no. 70, pp. 1-13, 2025. (Nature 子刊，中科院SCI一区top期刊)

2. Jiaquan Shen, Wangcheng Zhou, Ningzhong Liu, Han Sun, Deguang Li and Yongxin Zhang, "An Anchor-Free Lightweight Deep Convolutional Network for Vehicle Detection in Aerial Images," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 12, pp. 24330-24342, 2022. (中科院SCI一区，top期刊)

3. Jiaquan Shen, Ningzhong Liu, Han Sun, Deguang Li and Yongxin Zhang, "An Instrument Indication Acquisition Algorithm Based on Lightweight Deep Convolutional Neural Network and Hybrid Attention Fine-Grained Features," IEEE Transactions on Instrumentation and Measurement, vol. 73, no. 5008516, pp. 1-16, 2024. (中科院SCI二区，top期刊)

4. Jiaquan Shen, Ningzhong Liu, Chenglu Xu, Han Sun, Yushun Xiao, Deguang Li and Yongxin Zhang, "Finger Vein Recognition Algorithm Based on Lightweight Deep Convolutional Neural Network," IEEE Transactions on Instrumentation and Measurement, vol. 71, no. 5000413, pp. 1-13, 2022. (中科院SCI二区，top期刊)

5. Jiaquan Shen, Ningzhong Liu, Han Sun, Deguang Li and Yongxin Zhang, "Lightweight Deep Network With Context Information and Attention Mechanism for Vehicle Detection in Aerial Image," IEEE Geoscience and Remote Sensing Letters, vol. 19, no. 6506905, pp. 1-5, 2022. (中科院SCI二区)

6. Jiaquan Shen, Xuwen Wang and Luoluo Jiang, “The Influence of Panic on the Efficiency of Escape,” Physica A Statistical Mechanics & Its Applications, vol. 491, pp. 613-618, 2018. (中科院SCI二区)

7. Jiaquan Shen, Ningzhong Liu and Han Sun, "Vehicle Detection in Aerial Images Based on Lightweight Deep Convolutional Network," IET Image Processing, vol.15, pp.479-491, 2021. (中科院SCI三区, CCF推荐期刊)

8. Jiaquan Shen, Ningzhong Liu and Han Sun, "Defects Detection of Printed Circuit Board Based on Lightweight Deep Convolution Network", IET Image Processing, vol.14, pp.3932-3940. 2020. (中科院SCI三区，CCF推荐期刊)

9. Jiaquan Shen, Ningzhong Liu, Han Sun. "Behavioral Decision Analysis Based on EEG in Game Experiments", vol 2022, Article ID:3070608, Behavioural Neurology, 2022.(中科院SCI三区)

10.  Jiaquan Shen, Ningzhong Liu, Han Sun, Xiaoli Tao and Qiangyi Li, “Vehicle Detection in Aerial Images Based on Hyper Feature Map in Deep Convolutional Network,” KSII Transactions on Internet and Information Systems, vol. 13, no. 4, pp. 1989–2011, 2019. (中科院SCI四区)

11.   Wangcheng Zhou, Jiaquan Shen, Ningzhong Liu, Shifeng Xia and Han Sun, "An Anchor-Free Vehicle Detection Algorithm in Aerial Image Based on Context Information and Transformer," IEEE Geoscience and Remote Sensing Letters, vol. 19, no.6515605, pp. 1-5, 2022. (中科院SCI二区)

发明专利：

1. 沈家全; 张永新; 李德光; 张斌斌; 郭晨睿; 等, 基于轻量级的航拍车辆目标检测方法、系统及存储介质, 2025-03-07, ZL202210545276.2. (授权专利)

2. 沈家全; 姜罗罗. 基于脑电波的行为决策预测系统, 2019-10-1, ZL201610552350.8 (授权专利)

3. 沈家全; 徐成路; 孟庆超; 李德光; 周旭晖; 等, 一种面向方向感知的轻量级航拍交通目标检测方法, 2024-05-10, CN202410579374.7.

4. 沈家全; 张永新; 孟庆超; 李德光; 赵正伟; 等, 一种基于注意力机制特征融合的航拍车辆检测方法，2023-12-12，CN202311177502.7.

5. 沈家全; 徐成路; 李德光; 张永新; 张斌斌; 等, 一种无人机小目标检测方法、系统及可存储介质, 2021-11-19, CN202111401112.4.

6. 沈家全; 梁宗正; 苏小燕; 韩林宏; 梁留科; 等，一种基于无人机视觉的人居环境智能检测分析系统，2025-03-03，CN202510242912.8.

7. 沈家全; 何奇; 李德光; 张永新; 赵中乾; 等, 一种基于轻量级网络的仪表识别及读数方法, 2022-03-25, CN202111563124.7.

8. 沈家全; 梁宗正; 苏小燕; 韩林宏; 梁留科; 等, 一种基于深度学习的土壤污染程度判别方法, 2024-12-27, CN202411949145.6.

9. 沈家全; 张永新; 徐成路; 李德光; 张斌斌; 等, RNA二级结构预测方法及系统, 2022-07-29, CN202210546028.X.

10. 沈家全; 李峰; 梁宗正; 贾世杰; 梁留科; 等, 一种基于多源数据的乡村宜居数据动态采集与管理办法, 2024-12-18, CN202411866585.5.

11. 沈家全; 张永新; 徐成路; 李德光; 张斌斌; 等, 一种基于数字孪生的文物复原方法、系统及可存储介质, 2022-08-03, CN202210928027.1.

12. 沈家全; 李峰; 梁宗正; 贾世杰; 梁留科; 等, 一种基于多源异构数据的乡村宜居程度评价方法, 2024-12-18, CN202411909971.8.

13. 沈家全; 梁宗正; 苏小燕; 韩林宏; 梁留科; 等，一种基于多源异构数据的乡村建设方案评估系统，2025-03-03，CN202510242953.7.

学术奖励：

1.  2023.12 河南省科学技术进步三等奖《基于图像理解与低功耗可视化的智能视觉关键技术与应用》，排名第三。

2.  2023.04 河南省教育厅科技成果一等奖《基于图像理解与低功耗可视化的智能视觉关键技术与应用》，排名第三。