近五年代表性论文(*=通信作者）

• Zhaoran_Zhao, Peng Lu*，Anran Zhang, Pei Pei Li, Xia Li, Xuannan Liu, Yang Hu, Shiyi Chen, liweiwang, Wenhao Guo, Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding,  IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR),  Nashville TN, USA, 2025-06. 

• 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.