Chunlei Peng
About Me
Chunlei Peng
I am an associate professor in School of Cyber Engineering at Xidian University. I received my degree of Doctor of Philosophy (December 2017) in Intelligence Information Processing, Xidian Unversity, supervised by Prof. Xinbo Gao. From Sep. 2016 to Sep. 2017, I was a visiting graduate student at Duke University in the Biomedical Engineering Department, supervised by Prof. Sina Farsiu (IEEE Fellow). Earlier, I received my Bachelor Degree (July 2012) in Electronic Information Engineering, Xidian University.
My research interests include machine learning, computer vision, and deeplearning with applications to face forgery generation and detection, heterogeneous face synthesis and recognition, and dependable visual identity recognition. I have published more than 20 papers on top journals and conferences such as IEEE TPAMI, TNNLS, TIP, TIFS, TCSVT, etc. I serve as the Associate Editor for The Visual Computer，as well as PC Members for a number of conferences including AAAI, IJCAI.
20
Journal/Conference
Publications
Research
Research
Projects
- the National Natural Science Foundation of China under Grant 61806152
- the National Key Research and Development Program of China
- the Key Research and Development Program of Shaanxi under Grant 2020ZDLGY08-08
- the Natural Science Basic Research Plan in Shaanxi Province of China under Grant 2019JM-289
- the China Post-Doctoral Science Foundation under Grant 2018M631124 and 2019T120880
- the China 111 Project under Grant B16037
Selected Publications
- Chunlei Peng, Congyu Zhang, Decheng Liu, Nannan Wang, Xinbo Gao: Face photo-sketch synthesis via intra-domain enhancement. Knowl. Based Syst. 259: 110026 (2023)
- Yukai Wang, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao: ForgeryNIR: Deep Face Forgery and Detection in Near-Infrared Scenario. IEEE Trans. Inf. Forensics Secur. 17: 500-515 (2022)
- Decheng Liu, Xinbo Gao, Chunlei Peng, Nannan Wang, Jie Li: Heterogeneous Face Interpretable Disentangled Representation for Joint Face Recognition and Synthesis. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5611-5625 (2022)
- Chunlei Peng, Nannan Wang, Jie Li, Xinbo Gao: Soft Semantic Representation for Cross-Domain Face Recognition. IEEE Trans. Inf. Forensics Secur. 16: 346-360 (2021)
- Chunlei Peng, Nannan Wang, Jie Li, Xinbo Gao: Face Sketch Synthesis in the Wild via Deep Patch Representation-Based Probabilistic Graphical Model. IEEE Trans. Inf. Forensics Secur. 15: 172-183 (2020)
- Chunlei Peng, Nannan Wang, Jie Li, Xinbo Gao: Universal Face Photo-Sketch Style Transfer via Multiview Domain Translation. IEEE Trans. Image Process. 29: 8519-8534 (2020)
- Chunlei Peng, Nannan Wang, Jie Li, Xinbo Gao: Re-Ranking High-Dimensional Deep Local Representation for NIR-VIS Face Recognition. IEEE Trans. Image Process. 28(9): 4553-4565 (2019)
- Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li: Face recognition from multiple stylistic sketches: Scenarios, datasets, and evaluation. Pattern Recognit. 84: 262-272 (2018)
- Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li: Graphical Representation for Heterogeneous Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 39(2): 301-312 (2017)
- Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li: Superpixel-Based Face Sketch-Photo Synthesis. IEEE Trans. Circuits Syst. Video Technol. 27(2): 288-299 (2017)
- Chunlei Peng, Xinbo Gao, Nannan Wang, Dacheng Tao, Xuelong Li, Jie Li: Multiple Representations-Based Face Sketch-Photo Synthesis. IEEE Trans. Neural Networks Learn. Syst. 27(11): 2201-2215 (2016)