近五年代表性论文(*=通信作者）

• Zhaoran Zhao, Peng Lu∗, Xujun Peng, Wenhao Guo. Self-supervised Photographic Image Layout Representation Learning.  IEEE Transactions on Multimedia （TMM）, 2025. (ACCEPTED).

• Wenhao Guo,  Peng Lu*,  Xujun Peng,  Zhaoran Zhao, Learnable adaptive bilateral filter for improved generalization in Single Image Super-Resolution, Pattern Recognition (PR）, Volume 162, 2025.

• Xin Ma, Jiguang Zhang, Peng Lu*, Shibiao Xu, Chengwei Pan, Novel View Synthesis under Large-Deviation Viewpoint for Autonomous Driving, Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, Pennsylvania, USA, 2025-03.

• Wenhao Guo, Peng Lu*, Xujun Peng, Zhaoran Zhao, Ji Qiu, XiangTao Dong, BCSCN: Reducing Domain Gap through Bézier Curve basis-based Sparse Coding Network for Single-Image Super-Resolution, ACM International Conference on Multimedia (ACM MM), pp.4881 - 4889, Melbourne, Australia, 2024-10.

• Ji Qiu, Peng Lu*, Xujun Peng, Wenhao Guo, Zhaoran Zhao, XiangTao Dong, Learning Realistic Sketching: A Dual-agent Reinforcement Learning Approach, ACM International Conference on Multimedia (ACM MM), pp. 5921 - 5929, Melbourne, Australia, 2024-10.

• Xiangtao Dong, Xin Ma, Chengwei Pan, Peng Lu*. A review of neural radiance fields for outdoor large scenes, Journal of Graphics,  Volume 4: 631-649, 2024. 

• Wang Yin, Peng Lu*,  Xujun Peng, Zhaoran Zhao, Jinbei Yu. Hierarchical Color Fusion Network (HCFN): Enhancing exemplar-based video colorization, Neurocomputing, Volume 598, 2024.

• Wang Yin, Peng Lu*, Xujun Peng. ColorFlow: A Conditional Normalizing Flow for Image Colorization[C]// International Conference on Acoustics, Speech and Signal Processing (ICASSP）, 2024. (ORAL)

• Shibiao Xu, Shunpeng Chen, Rongtao Xu, Changwei Wang, Peng Lu, Li Guo. Local feature matching using deep learning: A survey[J]. Information Fusion,2024, 107. 

• Wei Wang, Peng Lu*, Xujun Peng, Wang Yin, Zhaoran Zhao. RLSCNet: A Residual Lineshaped Convolutional Network for Vanishing Point Detection[C]// International Conference on Multimedia Modeling (MMM), 2023:103-114. 

• Wang Yin, Peng Lu*, Zhaoran Zhao, Xujun Peng. Yes, “Attention Is All You Need”, for Exemplar based Colorization[C]// ACM International Conference on Multimedia(ACM MM), 2021:2243-2251. 

• Peng Lu, Hao Zhang, Xujun Peng, Xiaofu Jin. Learning the Relation Between Interested Objects and Aesthetic Region for Image Cropping[J]. IEEE Transactions on Multimedia(TMM), 2021, 23:3618-3630. 

• Peng Lu, Jiahui Liu, Xujun Peng, Xiaojie Wang. Weakly Supervised Real-time Image Cropping based on Aesthetic Distributions[C]// ACM International Conference on Multimedia(ACM MM), 2020:120-128. (ORAL)

• Peng Lu, Jinbei Yu, Xujun Peng, Zhaoran Zhao, Xiaojie Wang. Gray2ColorNet: Transfer More Colors from Reference Image[C]// ACM International Conference on Multimedia(ACM MM), 2020:3210-3218.

出版教材：

1. 鲁鹏. 《三维重建基础》，北京邮电大学出版社，2023年.