I am a lecturer at the School of Artificial Intelligence, Beijing Normal University, working with Prof. Hua Huang. Previously, I obtained my Ph.D. degree from the School of Electronic Engineering, Xidian University, in June 2021, under the supervision of Prof. Xinbo Gao and Prof. Jie Li.

My research interests broadly include image and video processing, computer vision, and machine learning. Specifically, I focus on image super-resolution, (infrared) image denoising, multimodal fusion, invertible neural networks, etc.

News

• Sep 2023 One paper is accepted to IEEE TCSVT.
• Jun 2023 One paper is accepted to KBS, congratulations to Yanting Hu.
• Sep 2022 One paper is accepted to IEEE TPAMI.
• Jun 2021 One paper is accepted to IEEE TCSVT, congratulations to Yanting Hu.
• Jan 2021 One paper is accepted to IEEE TIP.
• May 2019 One paper is accepted to IEEE TCSVT, congratulations to Yanting Hu.
• Jul 2018 One paper is accepted to IEEE TIP.

Publications

First or Corresponding Author

• Yuanfei Huang, Jie Li, Yanting Hu, Hua Huang and Xinbo Gao, “Deep Convolution Modulation for Image Super-resolution”, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023, Early Access. paper code
• Yanting Hu, Yuanfei Huang and Kaibing Zhang, “Multi-scale information distillation network for efficient image super-resolution”, Knowledge-Based Systems (KBS), 2023, 275: 110718. paper code
• Yuanfei Huang, Jie Li, Yanting Hu, Xinbo Gao and Hua Huang, “Transitional Learning: Exploring the Transition States of Degradation for Blind Super-resolution”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023, 45(5): 6495-6510. paper code
• Yuanfei Huang, Jie Li, Xinbo Gao, Yanting Hu and Wen Lu, “Interpretable Detail-Fidelity Attention Network for Single Image Super-Resolution”, IEEE Transactions on Image Processing (TIP), 2021, 30: 2325-2339. paper code
• Yuanfei Huang, Xiaopeng Sun, Wen Lu, Jie Li and Xinbo Gao, “Un-Paired Real World Super-Resolution with Degradation Consistency,” in 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCV Workshops), 2019, pp. 3458-3466. (AIM 2019 Challenge, 2nd place) paper
• Yuanfei Huang, Jie Li, Xinbo Gao, Wen Lu and Yanting Hu, “Improving Image Super-Resolution via Feature Re-Balancing Fusion,” in 2019 IEEE International Conference on Multimedia and Expo (ICME), 2019, pp.580-585. (Oral presentation) paper
• Yuanfei Huang, Jie Li, Xinbo Gao, Lihuo He and Wen Lu, “Single Image Super-resolution via Multiple Mixture Prior Models”, IEEE Transactions on Image Processing (TIP), 2018, 27: 5904-5917. paper code

Co-author

• Yanting Hu, Jie Li, Yuanfei Huang and Xinbo Gao, “Image Super-Resolution With Self-Similarity Prior Guided Network and Sample-Discriminating Learning,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022, 32(4): 1966-1985. paper
• Lize Zhang, Wen Lu, Yuanfei Huang, Xiaopeng Sun and Hongyi Zhang, “Unpaired Remote Sensing Image Super-Resolution with Multi-Stage Aggregation Networks”, Remote Sensing, 2021, 13(16):3167. paper
• Yanting Hu, Jie Li, Yuanfei Huang and Xinbo Gao, “Channel-Wise and Spatial Feature Modulation Network for Single Image Super-Resolution,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2020, 30(11): 3911-3927. (ESI Highly Cited Paper) paper
• Furui Bai, Wen Lu, Yuanfei Huang, Lin Zha and Jiachen Yang, “Densely convolutional attention network for image super-resolution”, Neurocomputing, 2019, 368: 25-33. paper
• Zhikang Wang, Lihuo He, Xinbo Gao and Yuanfei Huang, “Multi-scale Spatial-temporal Network for Person Re-identification,” in 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, pp. 2052-2056. paper
• Rui Wang, Wen Lu, Jiacheng Yang, Yuanfei Huang, Xinbo Gao and Lihuo He, “Single Image Super Resolution Based on Deep Residual Network via Lateral Modules,” in 2018 IEEE International Conference on Image Processing (ICIP), 2018, pp. 3568-3572. paper

Services

Journal Reviewer

• IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
• IEEE Transactions on Image Processing (TIP)
• IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
• IEEE Transactions on Multimedia (TMM)
• IEEE Transactions on Instrumentation and Measurement (TIM)
• IEEE Transactions on Intelligent Vehicles (TIV)
• Computer Vision and Image Understanding (CVIU)
• Neural Networks
• Signal Processing (SP)
• Neurocomputing
• Knowledge-Based Systems (KBS)
• Journal of Visual Communication and Image Representation (JVCIR)
• 自动化学报

Conference Reviewer

• CVPR 2021
• AAAI 2020