高艳博   

Supervisor of Master's Candidates

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Personal Profile

高艳博,山东大学,软件学院,副教授,入选山东大学青年学者未来计划,获ACM济南分会新星奖。博士毕业于电子科技大学A+学科,研究方向包括视频编码、三维视频处理等,已发表国际期刊及会议论文40余篇,获得1次国际学术会议(IEEE BMSB)最佳学生论文奖,1篇一作论文入选ESI Highly Cited Paper(高被引论文),获国际竞赛UbiComp SHL Challenge第二名,获2025年度山东省计算机视觉最佳学术论文奖。已采纳(或部分采纳)国际国内视频编码标准提案6项,其中国际IVC提案1项,国内AVS提案5项。已申请专利40余项,其中30项已授权,1项已转让。主持国家自然科学基金面上、青年项目,主持山东省自然科学基金面上项目,主持多项横向项目。

招收具有自主学习能力(Highly Motivated)的硕士生、本科实习生(C++ 实践能力强的专硕同学可优先联系我),请联系ybgao@sdu.edu.cn.


部分代表性论文 (*通讯作者,†共同一作)

[1] H.B. Bai, S. Li, H.X. Zhai, Y.B. Gao*, C. Lv, Y.B. Wang, H.P. Ping, W. Hua, X.Y. Gao. Monocular Depth Estimation From the Perspective of Feature Restoration: A Diffusion Enhanced Depth Restoration Approach. IEEE Transactions on Multimedia, 2026 (中科院一区)

[2] Y.Y. Li, Y.B. Gao, S. Li, Z.Y. Du, J. Zhang, H. Yuan, M. Ye, X. Gao. CWRNN-INVR: A Coupled WarpRNN based Implicit Neural Video Representation. IEEE Transactions on Multimedia, 2025 (中科院一区)

[3] Y.B. Gao, H.B. Bai, H.S. Zhou, X.Y. Gao, S. Li, X. Cai, H. Yuan, W. Hua, T. Xie. Adaptive Depth-converted-Scale Convolution for Self-supervised Monocular Depth Estimation. IEEE Transactions on Circuits and Systems for Video Technology, Dec. 2025, 35(12): 12426-12440 (中科院一区)

[4] S. Li, H. Bai, Y.B. Gao*, C. Lv, H. Yuan, C. Li, W. Hua, T. Xie. LiftFormer: Lifting and Frame Theory Based Monocular Depth Estimation Using Depth and Edge Oriented Subspace Representation. IEEE Transactions on Multimedia, 2025, 27: 9098-9110 (中科院一区)

[5] Y.B. Gao, S. Li, M. Fu, C. Lv, Z.Y. Yang, X. Cai, H. Yuan, M. Ye. Approximately Invertible Neural Network for Learned Image Compression. IEEE Transactions on Image Processing, 2025, 34: 3041-3055  (中科院一区)

[6] S. Wang, Y.B. Gao, S. Li, C. Lv, X. Cai, C.K. Li, H. Yuan, J.L. Zhang. MetricGrids: Arbitrary Nonlinear Approximation with Elementary Metric Grids based Implicit Neural Representation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025: 21381-21391 CCF A

[7] T.Y. Wang, X. Cai*, Y.B. Gao*, Y.B. Wang, S. Li. A Fourier priors-Guided Diffusion Model for Image Harmonization with Structure-Preservation and Illumination-Consistency. IEEE International Conference on Multimedia and Expo (ICME), 2025 CCF B

[8] S. Li, Y.B. Gao*, C.K. Li, H. Yuan. Aligned Intra Prediction and Hyper Scale Decoder Under Multistage Context Model for JPEG AI. IEEE Signal Processing Letters, 2024, 31: 1545-1549 (中科院二区)

[9] Y.B. Gao, X.Y. Wu, S. Li, X. Cai, C.K. Li. Color and Geometric Contrastive Learning Based Intra-Frame Supervision for Self-Supervised Monocular Depth Estimation. IEEE Signal Processing Letters, 2024, 31: 2940-2944 (中科院二区)

[10] X. Cai, Q.J. Shi, Y.B. Gao*, S. Li, W. Hua, T. Xie. A Structure-Preserving and Illumination-Consistent Cycle Framework for Image Harmonization. IEEE Transactions on Multimedia, 2023, 26: 51-64 (中科院一区)

[11] S. Li, K.X. Wang, Y.B. Gao*, X. Cai, M. Ye. Geometric Warping Error Aware CNN for DIBR Oriented View Synthesis. ACM International Conference on Multimedia, 2022: 1512-1521 CCF A

[12] Y. Liu, M. Ye, Y.B. Gao*, S. Li, Y. Zhao, X. Li. Content Adaptive Compressed Screen Content Video Quality Enhancement. IEEE International Conference on Multimedia and Expo (ICME), 2022: 1-6 CCF B

[13] Y.B. Gao, M.H. Jia, S. Li, X. Cai, M. Ye, F. Dufaux. A Multi-scale Gradient-Backpropagation Optimization Framework for Deformable Convolution Based Compressed Video Enhancement. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022: 2110-2114 CCF B

[14] Y.B. Gao, S. Li, C. Zhu. Light Field Integral Image Coding Optimization under 2D Hierarchical Coding Structure. IEEE International Conference on Image Processing (ICIP), 2022: 831-835

[15] X. Cai, J.J. Chai, Y.B. Gao*, S. Li, B. Zhu. Deep Marginal Fisher Analysis based CNN for Image Representation and Classification. ACM International Conference on Multimedia, 2021: 181-189 CCF A

[16] B.D. Zhao, S. Li, Y.B. Gao. IndRNN Based Long-Term Temporal Recognition in the Spatial and Frequency Domain. UbiComp/ISWC Adjunct, 2020: 368-372 国际竞赛二等奖

[17] Y.B. Gao, C. Zhu, S. Li, T.W. Yang. Source Distortion Temporal Propagation Analysis for Random-Access Hierarchical Video Coding Optimization. IEEE Transactions on Circuits and Systems for Video Technology, 2019, 29(2): 546-559 ESI高被引论文(中科院一区)

[18] S. Li, W.Q. Li, C. Cook, C. Zhu, Y.B. Gao. Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018: 5457-546 GS引用1100+次)CCF A

[19] S.C. Song, H.W. Guo, C. Zhu, Y.B. Gao, Y.B. Lin, J.H. Zheng. Improved Template-Matching-Based FRUC Method in Inter-Frame Video Coding. IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), Valencia, Spain, 2018 最佳学生会议论文奖

[20] Y.B. Gao, C. Zhu, S. Li, T.W. Yang. Temporally Dependent Rate-Distortion Optimization for Low-Delay Hierarchical Video Coding. IEEE Transactions on Image Processing, 2017, 26(9): 4457-4470 (中科院一区)

[21] S. Li, C. Zhu, Y.B. Gao, Y.M. Zhou, F. Dufaux, M.-T. Sun. Lagrangian Multiplier Adaptation for Rate Distortion Optimization with Inter-frame Dependency. IEEE Transactions on Circuits and Systems for Video Technology, 2016, 26(1): 117-129 (中科院一区)



Work Experience

  • 2020.08-Now

    山东大学      软件学院      副研究员

  • 2018.07-2020.07

    电子科技大学      博士后

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