李躍,男,副教授,碩士研究生導師,湖南大學計算機科學與技術專業博士,新加坡南洋理工大學聯合培養博士,北京大學訪問學者。主要研究方向為人工智能(計算機視覺)、圖像處理、圖像視頻壓縮、3D點雲壓縮、紋理圖像壓縮。在國内外期刊發表論文20餘篇,授權國家發明專利6項,其中一項專利已轉化,已為公司設計多個不同類型圖像的壓縮算法。聯系方式:liyue@usc.edu.cn,QQ:398732172。
主持項目
[1] 國家自然科學基金青年項目,質量和複雜度可調節的動态3D點雲幾何視頻壓縮研究,2021/01-2023/12,No.62001209
[2] 湖南省自然科學基金青年項目,低複雜度VVC關鍵技術研究,2020/01-2022/12,No.2020JJ5496
[3] 顯示流圖像數據壓縮優化,包括DSC、VDC-M算法優化設計
[4] 紋理圖像壓縮,包括RGB565圖像3:1壓縮設計、RGBA圖像4:1壓縮設計和RGB888圖像5:1壓縮設計
[5] OLED顯示器自動化視覺檢測及缺陷校正(Demura)數據可調節任意壓縮比設計
部分論文
[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] 李躍, 楊高波, 丁湘陵, 朱亞培. 基于學習模型的3D-HEVC提前Merge模式終止算法, 通信學報, 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.
授權發明專利
[1] 李躍,陳靈娜,丁平尖,朱濤,聶明星,龔向堅,劉傑,羅淩雲,一種VVC幀間CU深度快速劃分方法,專利号:ZL201911312416.6
[2] 李躍,劉傑,龔向堅,丁平尖,朱濤,陳靈娜,一種3D-HEVC幀内深度圖快速CU深度選擇方法,專利号:ZL201910825987.3
[3] 李躍,丁平尖,聶明星,陳靈娜,龔向堅,劉傑,羅淩雲, 一種VVC幀内CU深度快速劃分方法, 專利号:ZL202010053572.1
[4] 李躍,楊高波,萬亞平,陳靈娜,屈愛平,劉傑,動态3D點雲壓縮幀内CU快速劃分方法、設備及介質,專利号:ZL 202011256612.9
[5] 李躍,龔向堅,劉傑,陳靈娜,聶明星,丁平尖,一種VVC幀間CU深度快速劃分方法,專利号:ZL202010168565.6
[6] 李躍,萬亞平,楊高波,劉傑,屈愛平,陳靈娜,動态3D點雲壓縮快速CU劃分方法、設備及存儲介質,專利号:ZL202011256608.2
期刊審稿
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