李跃,男,副教授,硕士研究生导师,湖南大学计算机科学与技术专业博士,新加坡南洋理工大学联合培养博士,北京大学访问学者。主要研究方向为人工智能(计算机视觉)、图像处理、图像视频压缩、3D点云压缩、纹理图像压缩。在国内外期刊发表论文20余篇,授权国家发明专利6项,其中一项专利已转化,已为公司设计多个不同类型图像的压缩算法。联系方式:liyue@usc.edu.cn,QQ:398732172。
主持项目
[1] 国家自然科学基金青年项目,质量和复杂度可调节的动态3D点云几何视频压缩研究,2021/01-2023/12,No.62001209
[2] 湖南省自然科学基金青年项目,低复杂度VVC关键技术研究,2020/01-2022/12,No.2020JJ5496
[3] 显示流图像数据压缩优化,包括DSC、VDC-M算法优化设计
[4] 纹理图像压缩,包括RGB565图像3:1压缩设计、RGBA图像4:1压缩设计和RGB888图像5:1压缩设计
[5] OLED显示器自动化视觉检测及缺陷校正(Demura)数据可调节任意压缩比设计
部分论文
[1] Liao Hengrui, and Yue Li*. LFC-UNet: learned lossless medical image fast compression with U-Net. PeerJ Computer Science 2024, 10 (2024): e1924.
[2] Que Shicheng; Li Yue*. Lightweight fully connected network-based fast CU size decision for video-based point cloud compression. Computers Graphics, 2023, 117: 20-30.
[3] Que Shicheng; Li Yue*. Portable Perceptron Network-Based Fast Mode Decision for Video-Based Point Cloud Compression. CAAI Artificial Intelligence Research, 2023, 2: 9150022.
[4] Li Yue; Huang Jun; Wang Chaofeng; Huang Hongyue. Unsupervised learning-based fast CU size decision for geometry videos in V-PCC, Journal of Real-Time Image Processing, 2023, 2024(21): 1-11.
[5] Li Yue, Yang Gaobo, Song Yun, Zhang Hanling, Ding Xiangling, Zhang Dengyong. Early Intra CU Size Decision for Versatile Video Coding Based on a Tunable Decision Model, IEEE Transactions on Broadcasting, 2021, 67, 3: 710 – 720.
[6] Li Yue, Zhu Ningbo, Yang Gaobo, Zhu Yapei, Ding Xiangling. Self-learning residual model for fast intra CU size decision in 3D-HEVC, Signal Processing: Image Communication, 2020, 80: 115660.
[7] 李跃, 杨高波, 丁湘陵, 朱亚培. 基于学习模型的3D-HEVC提前Merge模式终止算法, 通信学报, 2019, 40 (7): 104-113
[8] Li Yue, Yang Gaobo, Zhu Yapei, Ding Xiangling, Song Yun, Zhang Dengyong. Hybrid stopping model-based fast PU and CU decision for 3D-HEVC texture coding, Journal of Real-Time Image Processing, 2020, 17:1227-38.
[9] Li Yue, Yang Gaobo, Zhu Yapei, Ding Xiangling, Gong Rongrong. Probability Model-Based Early Merge Mode Decision for Dependent Views Coding in 3D-HEVC, ACM Transactions on Multimedia Computing, Communications, and Applications, 2018, 14(4): 1-15.
[10] Li Yue, Yang Gaobo, Zhu Yapei, Ding Xiangling, Sun Xingming. Unimodal Stopping Model-Based Early SKIP Mode Decision for High-Efficiency Video Coding, IEEE Transactions on Multimedia, 2017, 19(7): 1431-1441.
[11] Li Yue, Yang Gaobo, Zhu Yapei, Ding Xiangling, Sun Xingming. Adaptive Inter CU Depth Decision for HEVC Using Optimal Selection Model and Encoding Parameters, IEEE Transactions on Broadcasting, 2017, 63(3): 535-546.
[12] Li Yue, Yang Gaobo, Chen Ning, Zhu Yapei, Ding Xiangling. Early DIRECT Mode Decision for MVC Using MB Mode Homogeneity and RD Cost Correlation, IEEE Transactions on Broadcasting, 2016, 62(3): 700-708.
[13] Li Yue, Yang Gaobo, Zhu Yapei, Liu Can, Liu Kai. Adaptive mode decision for multiview video coding based on macroblock position constraint model, Journal of Real-Time Image Processing, 2016, 12(3): 575-582.
授权发明专利
[1] 李跃,陈灵娜,丁平尖,朱涛,聂明星,龚向坚,刘杰,罗凌云,一种VVC帧间CU深度快速划分方法,专利号:ZL201911312416.6
[2] 李跃,刘杰,龚向坚,丁平尖,朱涛,陈灵娜,一种3D-HEVC帧内深度图快速CU深度选择方法,专利号:ZL201910825987.3
[3] 李跃,丁平尖,聂明星,陈灵娜,龚向坚,刘杰,罗凌云, 一种VVC帧内CU深度快速划分方法, 专利号:ZL202010053572.1
[4] 李跃,杨高波,万亚平,陈灵娜,屈爱平,刘杰,动态3D点云压缩帧内CU快速划分方法、设备及介质,专利号:ZL 202011256612.9
[5] 李跃,龚向坚,刘杰,陈灵娜,聂明星,丁平尖,一种VVC帧间CU深度快速划分方法,专利号:ZL202010168565.6
[6] 李跃,万亚平,杨高波,刘杰,屈爱平,陈灵娜,动态3D点云压缩快速CU划分方法、设备及存储介质,专利号:ZL202011256608.2
期刊审稿
1. IEEE Transactions on Image Processing (TIP)
2. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
3. IEEE Transactions on Multimedia (TMM)
4. IEEE Transactions on Broadcasting (TBC)
5. IEEE Access
6. Scientific Programming