Pengfei Han, Ph.D

School of Cybersecurity and School of Artificial Intelligence, Optics and Electronics(iOPEN), Northwestern Polytechnical University

E-mail：chenxihan@mail.nwpu.edu.cn, hanchenxi1510@gmail.com

127 West Youyi Road, Beilin District, Xi’an Shaanxi, 710072, P.R.China

中文版本

Internship experience

2020 – 2021 👨‍🏭 Visiting Student, 🏫 Huazhong University of Science and Technology, National Anti-counterfeit Engineering Research Center.
2018 – 2019 👨‍🏭 Visiting Student, 🏫 Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Center for OPTical IMagery Analysis and Learning.
2019 – 2020 👨‍🏭 Visiting Student, 🏫 Westlake University, the Artificial Intelligence Research and Innovation Laboratory. —

Educational background

2021 – · · · · 👨‍🎓 Ph.D., 🏫 Northwestern Polytechnical University Supervisor: Bin Zhao, Xuelong Li Cyberspace Security
2016 – 2019 👨‍🎓 M.Sc., 🏫 Xi’an University of Posts & Telecommunications Supervisor: Dianwei Wang Signal and Information Processing
2012 – 2016 👨‍🎓 B.Eng., 🏫 Xi’an University of Posts & Telecommunications Supervisor: Dianwei Wang Radio and Television Engineering

📰 NEWS

2018.08.09, one paper is accepted by Journal of Xi’an University of Posts and Telecommunications.
2018.10.25, one paper is accepted by Control and decision.
2018.11.09, one paper is accepted by Acta Physica Sinica.
2019.08.25, one paper is accepted by Control and decision.
2018.09.24, win the National Scholarship (highest national wide scholarship for students in China)
2019.06.11, one paper is accepted by ICEICT, Oral
2019.07.01, one paper is published by China Master’s Theses Full-text Database.
2020.03.18, one paper is accepted by IEEE Transactions on Instrumentation and Measurement.
2020.08.08, one paper is accepted by AIPR, Oral.
2020.08.18, one paper is accepted by ICCC, Oral.
2020.09.21, one paper is accepted by AIPR, Oral.
2020.12.13, one paper is accepted by IEEE GRSL.
2023.02.25, one paper is accepted by Neural Network.
2023.08.17, one paper is accepted by IEEE ICICN, Best Paper Award.
2023.09.03, one paper is accepted by IEEE TGRS.
2023.10.06, one paper is accepted by IEEE TITS.
2023.11.14, one paper is accepted by IEEE TPAMI.
2023.12.03, one paper is accepted by IEEE TGRS.

📒 Academic papers

🖹Journal Articles

[1] Jian Yang, P. Han ,and X. Li, “Equilibrating the impact of fluid scattering attenuation on underwater optical imaging via adaptive parameter learning,” Optics Express, pp. 23333-23346, 2024.
[2] P. Han （学生一作）, Fuhua Zhang, B. Zhao, and X. Li, “Motion-Aware Video Frame Interpolation,” Neural Networke, pp. 1–10, 2024.
[3]．B. Zhao, P. Han （学生一作）, and X. Li, “Vehicle Perception From Satellite,” IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1–10, 2023. doi:10.1109/TPAMI.2023.3335953. （SCI 一区、人工智能顶级期刊、IF: 24.314）
[4]． P. Han , B. Zhao, and X. Li, “Progressive Feature Interleaved Fusion Network for Remote-Sensing Image Salient Object Detection,” IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1–14, 2024. doi:10.1109/TGRS.2023.3339970. （SCI 一区、遥感顶级期刊、IF: 8.2）
[5]．H. Yao, and J. Chen, and Z. Wang, and X. Wang, and P. Han , and X. Chai, and Y. Qiu, “Occlusion-Aware Plane-Constraints for Monocular 3D Object Detection,” IEEE Transactions on Intelligent Transportation Systems, pp. 1–13, 2023. doi:10.1109/TITS.2023.3323036. （SCI 一区、智能交通顶级期刊、IF: 8.5）
[6]． P. Han , B. Zhao, and X. Li, “Edge-guided remote-sensing image compression,” IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1–15, 2023. doi:10.1109/TGRS.2023.3314012. （SCI 一区、遥感顶级期刊、IF: 8.2）
[7]．H. Yao, J. Chen, Z. Wang, et al., “Vertex Points Are Not Enough: Monocular 3D Object Detection via Intra- and Inter-plane Constraints,” Neural Networks, vol. 162, pp. 350–358, 2023, issn: 0893-6080. （SCI 一区、神经科学顶级期刊、IF: 7.8）
[8]．J. Fang, X. Cao, P. Han , and D. Wang, “Multidimensional Attention Learning for VHR Remote Sensing Imagery Recognition,” IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1–5, 2022. doi: 10.1109/LGRS.2020.3045496. （SCI 三区、IF: 48）
[9]．D. Wang, S. Li, P. Han , Y. Liu, J. Jiang, and X. Ren, “Feature Constraint CycleGAN for Single Image Dehazing Algorithm,” Laser & Optoelectronics Progress, vol. 58, no. 272-278, 2021. （SCI 四区）
[10]．D. Wang, Z. Xing, P. Han , Y. Liu, J. Jiang, and X. Ren, “Low Illumination Panoramic Image Enhancement Algorithm based on Simulated Multi-exposure Fusion,” Guangxue Jingmi Gongcheng/Optics and Precision Engineering, vol. 29, no. 2, pp. 349–362, 2021.
[11]．X. Li, X. Guo, P. Han , X. Wang, H. Li, and T. Luo, “Laplacian Redecomposition for Multimodal Medical Image Fusion,” IEEE Transactions on Instrumentation and Measurement, vol. 69, no. 9, pp. 6880–6890, 2020. （SCI 二区、仪器仪表顶级期刊、IF: 5.6）
[12]．D. Wang, P. Han , D. Li, Y. Liu, Z. Xu, and J. Wang, “Low-light Panoramic Image Enhancement based on Detail-feature Fusion,” [J/OL]. Control and Decision, vol. 34, no. 12, pp. 2673–2678, 2019. （EI 索引）
[13]．D. Wang, P. Han , Y. Liu, Z. Xu, Y. Qin, and J. Wang, “Progress of Low Light Panoramic Image Enhancement,”Journal of Xi’an University of Post and Telecommunications, vol. 23, pp. 48–53, 2019. （中国科技核心期刊）
[14]．D. Wang, X. Yang, P. Han , et al., “Panoramic Video Motion Small Target Detection Algorithm in Complex Background [J/OL],” Control and Decision, pp. 09–29, 2019. （EI 索引）
[15]．D. Wang, P. Han , J. Fan, Y. Liu, Z. Xu, and J. Wang, “Multispectral Image Enhancement based on Illuminance-Reﬂection Imaging Model and Morphology Operation,” Acta Physica Sinica, vol. 67, no. 21, 2018. （SCI 四区）

🖺 Conference Proceedings

[1]．H. Fang, P. Han , and H. Xiao, “Key Technologies on High-capacity Satellite Imagery Compression,” in Proc. of the 2023 IEEE 11th International Conference on Information, Communication and Networks (ICICN), Xi’an, China, 2023, pp. 212-217, doi: 10.1109/ICICN59530.2023.10393767. （EI 索引）
[2]．S. Wang, D. Wang, P. Han , X. Ren, and Z. XU, “Text Recognition in UAV Aerial Images,” in Proc. of the 2021 4th International Conference on Artificial Intelligence and Pattern Recognition, pp. 232-238. 2021. （EI 索引）
[3]．J. Xie, D. Wang, J. Guo, P. Han , J. Fang, and Z. Xu, “An Anchor-Free Detector Based on Residual Feature Enhancement Pyramid Network for UAV Vehicle Detection,” in Proc. of the 2021 4th International Conference on Artificial Intelligence and Pattern Recognition, pp. 287-294. 2021. （EI 索引）
[4]．Y. Zheng, D. Wang, P. Han , X. Ren, and Z. Xu, “An Unmanned Aerial Vehicle Video Object Tracking Algorithm Based on Siamese Attention Network,” in Proc. of the 2021 4th International Conference on Artificial Intelligence and Pattern Recognition, pp. 1-8. 2021. （EI 索引）
[5]． P. Han , W. Yan, D. Wang, Y. Qin, and Z. Xu, “Single Image Dehazing Method via Sky-regions Segmentation and Dark Channel Prior,” in Proc. of the 2021 4th International Conference on Intelligent Autonomous Systems (ICoIAS), 2021, pp. 60–64. （EI 索引）
[6]．D. Wang, J. Zhai, P. Han , et al., “A No-Reference Image Quality Assessment Method for Real Foggy Images,” in Proc. of the 2020 3rd international conference on artificial intelligence and pattern recognition, pp. 120-125. 2020. （EI 索引）
[7]．Q.Wang, T. Xue, Y. Wu, F. Hu, and P. Han , “Detection of Key Structure of Auroral Images based on Weakly Supervised Learning,” in Proc. of the 2020 3rd International Conference on Artificial Intelligence and Pattern Recognition, pp. 110-114. 2020. （EI 索引）
[8]．X. Xie, B. Wang, and P. Han , “An Improved OFDM Time-frequency Synchronization Slgorithm based on CAZAC Sequence,” in Proc. of the 2020 3rd International Conference on Artificial Intelligence and Pattern Recognition, pp. 237-241. 2020. （EI 索引）
[9]． P. Han , D. Wang, X. Yang, et al., “An Improved Adaptive Correction Algorithm For Non-uniform Illumination Panoramic Image,” in Proc. of the 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology (ICEICT), pp. 258-262. IEEE, 2019. （EI 索引）

💻 Projects

“Panoramic Image Enhancement based on Virtual Reality”, the Leader of Project, Inter School Project, Excellent Defense.
“Understanding Technology of Thermal Infrared Target in Complex Background”, Main Completer.
“Depth Image Reconstruction based on Kinect”, Main Completer.
“Research on Multi Shot Single Target Tracking Algorithm based on Deep Learning”, Main Completer.
2018 Xi’an University of Posts and Telecommunications Innovation and Entrepreneurship FundProject (2018SC-08), Main Completer.
2018 Shaanxi Province Natural Science Active Basic Research Program “Dual Tutorial System” Project for Scientific and Technological Innovation (2018JM6118), Main Completer.
High Capacity**Transmission Technology, China Academy of Space Technology, **Main Completer.
212 * * * Innovation Teams, China North Industries Group Corporation, Main Completer.
XXXX and XXXX Technologies for ** using A Combination of Physical Priors and Statistical Learning, JKW, **Main Completer.
Research on Key issues of Visual perception in Extreme Environments Cognitive-Driven Video Multimodal Information Extraction, NSFC, Main Completer.
Research on key issues of visual perception in extreme environments, NSFC, Main Completer.

Skills

Languages Strong reading, writing and speaking competencies for English, Mandarin Chinese.
Coding Matlab, Markdown, Python, C++, C, LATEX, . . .
Misc. Academic research, teaching, training, consultation, LATEX typesetting, and publishing.

🗂 Miscellaneous Experience

🎖️ Awards and Achievements

Best Paper Award, IEEE 11th International Conference on Information, Communication and Networks.
2022 Doctoral Scholarship, Northwestern Polytechnical University.
2021 Doctoral Scholarship, Northwestern Polytechnical University.
2019 The Outstanding Graduate Student Thesis, Xi’an University of Posts and Telecommunications.
2018 The national scholarship for Postgraduate students, Ministry of Education of the People’s Republic of China (highest national wide scholarship for students in China).
Postgraduate scholarship, Xi’an University of Posts and Telecommunications.
2017 Postgraduate scholarship, Xi’an University of Posts and Telecommunications.
The Outstanding Undergraduate Thesis, Xi’an University of Posts and Telecommunications.

💻︎ Academic services

2024 International Technical Committees, International Conference on Artificial Intelligence and Pattern Recognition

Technical Program Committees, International Conference on Artificial Intelligence and Virtual Reality.

Technical Program Committees, International Conference on Natural Language Processing.

Technical Committee Member, International Conference on Imaging, Signal Processing and Communications

2023 International Technical Committees, International Conference on Artificial Intelligence and Pattern Recognition

Technical Program Committees, 2023 8th International Conference on Artificial Intelligence and Virtual Reality.

Technical Program Committees, 2023 6th International Conference on Natural Language Processing.

Technical Committee Member, 2023 8th International Conference on Imaging, Signal Processing and Communications

2022 International Technical Committees, International Conference on Artificial Intelligence and Pattern Recognition

Technical Program Committees, 2022 8th International Conference on Artificial Intelligence and Virtual Reality.

Technical Program Committees, 2022 6th International Conference on Natural Language Processing.

Technical Committee Member, 2022 Eighth International Conference on Imaging, Signal Processing and Communications

2021 International Technical Committees, International Conference on Artificial Intelligence and Pattern Recognition

Technical Program Committees, 8th International Conference on Artificial Intelligence and Virtual Reality.
Technical Program Committees, 6th International Conference on Natural Language Processing.

Technical Committee Member, 8th International Conference on Imaging, Signal Processing and Communications

Editor

2019-2020 Editor of the Community of the BAAI, Beĳing Academy of Artificial Intelligence.
2020 Editor of the BAAI Conference 2020, Beĳing Academy of Artificial Intelligence.
2019 Editor of the BAAI Conference 2019, Beĳing Academy of Artificial Intelligence.

The Journal Reviewers

IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Geoscience and Remote Sensing,IEEE Transactions on Intelligent Transportation Systems,IEEE Transactions on Circuits and Systems for Video Technology, IEEE Transactions on Instrumentation and Measurement, IEEE Access.

🤛 Links to my mentors and friends

Dr. B. Zhao (NWPU, China), Dr. X. Li (NWPU, China), Dr. H. Yao (WHU, China), Dr. X. Guo (PKU, China), Dr. D Wang (XUPT, China), Dr. D Li(XUPT, China), Dr. Y Liu (XUPT, China), Dr. J Wang(UOS, UK), Dr. Z. Xu(HUD, UK), Dr. Y Qin (HUD, UK), Dr. J Fan (XUPT, China)