个人简介
教学工作
本科:大学计算机基础,web应用基础; 研究生:知识挖掘与数据工程
教育背景
2001年毕业于北京交通大学电子与信息技术专业获工学学士学位,2008年毕业于北京交通大学信号与信息处理专业获博士学位。2008年7月留校工作。
09/2003–07/2008 Beijing Jiaotong University, Signal and Information Processing Doctor degree
09/2001–07/2003 Beijing Jiaotong University, Signal and Information Processing Master degree, (Top 1 in the major, advanced for doctor degree in Sept. 2003)
09/1997–07/2001 Beijing Jiaotong University, Electronic Engineering,Bachelor degree
工作经历
12/2015-today Beijing Jiaotong University, Beijing, China.
Position: Professor, Research on 3D Video Processing and Compression
07/2011-11/2015 Beijing Jiaotong University, Beijing, China.
Position: Associate Professor, Research on 3D Video Processing and Compression
01/2010-07/2010 Microsoft Research Asia, Beijing, China.
Position: Visitor researcher, Research on Distributed Video Coding and Compressive Sensing
07/2008-07/2011 Beijing Jiaotong University, Beijing, China.
Position: Lecturer, Research on Multiple Description Image/Video Coding
研究领域
电子与通信工程(专业学位)
软件工程(专业学位)
人工智能技术(专业学位)
数字媒体信息处理与智能分析
模式识别与智能系统
人工智能与智能融合
物联网与边缘计算
专利
[P1] 赵耀,白慧慧, Multiple description video codec based on adaptive temporal sub-sampling, 澳大利亚创新专利,授权号:2012100851.
[P2] 赵耀、白慧慧, 基于多描述视频编码、解码方法、装置及系统, PCT/CN2012/084204.
[P3] 赵耀、林春雨、白慧慧, 一种基于旋转的多描述视频编码解码方法、装置及系统, PCT/CN2012/084216.
[P4] 赵耀,白慧慧,一种基于自适应时域亚采样的多描述视频编解码方法。国家发明专利,授权:200710119031.9
[P5] 白慧慧,赵耀, 一种立体编码、解码装置及系统, 国家发明专利,国家发明专利,授权:201210055895.X.
[P6] 张萌萌,白慧慧,对H.264 视频数据进行分层信道编码的方法,国家发明专利,授权号:ZL201110062540.9
[P7] 赵耀,白慧慧,基于多描述视频编码、解码方法、装置及系统,国家发明专利,申请号:201210091619.9.
[P8] 白慧慧,周文帅,刘美琴,林春雨,赵耀,一种基于人类视觉系统的多描述视频编码方法,国家发明专利,申请号:201310413810.5.
[P9] 白慧慧,高静,刘美琴,林春雨,赵耀,一种基于压缩感知的自适应深度图像编码方法,国家发明专利,申请号:201310414049.7.
[P10] 白慧慧,陶文君,刘美琴,林春雨,赵耀,一种基于SIFT特征的二阶段三维图像压缩编码方法,申请号:201310500171.6.
[P11] 林春雨,赵耀,白慧慧,一种基于旋转的多描述视频编解码方法、装置及系统,国家发明专利,申请号:201110444699.7.
[P12] 赵耀,黄晗,林春雨,白慧慧, 一种HEVC帧内编码的快速模式决策算法及其应用,国家发明专利,申请号:201310353998.9
[P13] 张萌萌,白慧慧,基于HEVC 标准的自适应空间可伸缩编码,国家发明专利,申请号: 201210239938.X
[P14] 张萌萌,白慧慧,曲建峰,用于HEVC 的基于方向矢量的帧内预测模式决策,国家发明专利,申请号: 201210138806.8
[P15] 张萌萌,白慧慧,赵川,用于HEVC 的自适应快速帧内预测模式决策,国家发明专利,申请号: 201210138816.1
[P16] 张萌萌,白慧慧,基于HEVC 标准率失真优化的质量可伸缩编码算法,国家发明专利,申请号: 201210239936.0
科研项目
国家自然科学基金“面上”:云环境下结合视觉特征的图像视频集编码与传输
国家自然科学基金“面上”:云计算环境下基于相关性优化的三维视频编码,主持
国家自然科学基金"青年基金":异构网络下基于相关性优化准则的多描述视频编码的研究,主持
基本科研业务费:复合屏幕内容的高分辨率视频编码研究,主持
北京市自然基金“面上”:基于相关性优化准则的多描述视频编码及网络适应性研究,主持
博士点基金:基于相关性优化准则的多描述视频编码,主持
校科技基金:复杂网络环境下多描述图像视频编码的研究,主持
科技部“973”:跨媒体数据统一表示和建模机制,参加
国际科技合作计划:鲁棒的可伸缩视频编码及其在异构网络中的传输,参加国家自然科学基金“面上”:国家自然科学基金“面上”
近期论文
查看导师新发文章
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论文/期刊
Selected Journal papers
[1] Lijun Zhao, Huihui Bai, Anhong Wang, Yao Zhao, Multiple Description Convolutional Neural Networks for Image Compression, IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/tcsvt.2018.2867067, online 2018.
[2] Lijun Zhao, Huihui Bai, Jie Liang, Bing Zeng, Anhong Wang, Yao Zhao: Simultaneous color-depth super-resolution with conditional generative adversarial networks. Pattern Recognition 88: 356-369 (2019)
[3] Lijun Zhao, Huihui Bai, Jie Liang, Anhong Wang, Bing Zeng, Yao Zhao: Local activity-driven structural-preserving filtering for noise removal and image smoothing. Signal Processing 157: 62-72 (2019)
[4] Lijun Zhao, Huihui Bai, Anhong Wang, Yao Zhao:Iterative range-domain weighted filter for structural preserving image smoothing and de-noising. Multimedia Tools Appl. 78(1): 47-74 (2019)
[5] Huihui Bai, Weisi Lin, Mengmeng Zhang, Anhong Wang, Yao Zhao, Multiple Description Video Coding Based on Human Visual System Characteristics, IEEE Transactions on Circuits and Systems for Video Technology,24(8):1390-1394 2014.
[6] Feng Li, Huihui Bai, Lijun Zhao, Yao Zhao: Dual-Streams Edge Driven Encoder-Decoder Network for Image Super-Resolution. IEEE Access 6: 33421-33431 (2018)
[7] Ting Zhang, Huihui Bai, Mengmeng Zhang, Yao Zhao: Standard-Compliant Multiple Description Image Coding Based on Convolutional Neural Networks. IEICE Transactions 101-D(10): 2543-2546 (2018)
[8]Huihui Bai, Ce Zhu, Yao Zhao: Optimized Multiple Description Lattice Vector Quantization for Wavelet Image Coding. IEEE Transactions on Circuits and Systems for Video Technology, 17(7): 912-917, 2007.
[9]Huihui Bai, Mengmeng Zhang, Anhong Wang, Yao Zhao, Multiple Description Video Coding Using Correlation Optimized Temporal Sampling, SCIENCE CHINA Information Sciences, DOI: 10.1007/s11432-013-4861-2, 2014.
[10]Huihui Bai, Mengmeng Zhang, Anhong Wang, Meiqin Liu, Yao Zhao, Multiple Description Video Coding Using Inter- and Intra-Description Correlation at Macro Block Level, IEICE Trans. Information and Systems, Vol.E97-D,No.2, Feb. 2014, pp.384-487.
[11]Huihui Bai,Yao Zhao and Mengmeng Zhang, Standard-Compliant Multiple Description Video Coding over Packet Loss Network, EURASIP Journal on Advances in Signal Processing,vol.2010, Article ID 987164, 9 pages, 2010.
[12]Huihui Bai, Yao Zhao, Ce Zhu, Anhong Wang, Multiple Description Video Coding Using Joint Frame Duplication/Interpolation,Computing and Informatics, vol. 29, no.6, pp.1267-1282, 2010.
Selected Conference Papers
[1] Lijun Zhao, Jie Liang, Huihui Bai, Anhong Wang, Yao Zhao: Convolutional neural network-based depth image artifact removal. ICIP 2017: 2438-2442
[2] Lijun Zhao, Huihui Bai, Jie Liang, Anhong Wang, Yao Zhao: Single depth image super-resolution with multiple residual dictionary learning and refinement. ICME 2017: 739-744
[3] Feng Li, Huihui Bai, Yao Zhao: Visual attention guided eye movements for 360 degree images. APSIPA 2017: 506-511
[4] Hai Ren, Huihui Bai, Chunyu Lin, Mengmeng Zhang, Yao Zhao: Just Noticeable Difference Based Fast Coding Unit Partition in 3D-HEVC Intra Coding. DCC 2016: 629
[5] Lijun Zhao, Huihui Bai, Anhong Wang, Yao Zhao: Joint iterative guidance filtering for compressed depth images. VCIP 2016: 1-4
[6] Huihui Bai, Mengmeng Zhang, Meiqin Liu, Anhong Wang, Yao Zhao: Multiple Description Video Coding Using Macro Block Level Correlation of Inter-/Intra-Descriptions. DCC 2012: 389
[7] Huihui Bai, Mengmeng Zhang, Anhong Wang, Yao Zhao: Stereo video coding using distributed compressive sensing with joint dictionary. ICIP 2012: 889-892
[8] Huihui Bai, Anhong Wang, Mengmeng Zhang, Xiaoming Guo: Joint Temporal-Spatial Error Concealment for Multiple Description Video Coding. CASoN 2010: 638-641 (Best Paper Award)
[9] Huihui Bai, Yao Zhao, Ce Zhu: Priority Encoding Transmission Based Multiple Description Video Coding over Packet Loss Network. DCC 2008: 504
[10] Huihui Bai, Yao Zhao, Ce Zhu: Multiple Description Video Coding using Adaptive Temporal Sub-Sampling. ICME 2007: 1331-1334
[11] Huihui Bai, Yao Zhao, Ce Zhu: Multiple Description Shifted Lattice Vector Quantization for Progressive Wavelet Image Coding. ICIP 2006: 797-800
[12] Huihui Bai, Yao Zhao, Ce Zhu: Optimized multiple description image coding using lattice vector quantization. ISCAS (4) 2005: 4038-4041
专著/译著
白慧慧,王安红,赵耀,Pan,Abraham.Distributed Multiple Description Coding: Principles, Algorithms and Systems[M]。国外:Springer,2011-11
白慧慧,张萌萌,赵耀.面向异构网络的视频编码技术[M]。国内:中国水利水电出版社,2011-03
Book
[1] Huihui Bai, Anhong Wang, Yao Zhao, Jeng-Shyang Pan and Ajith Abraham, Distributed Multiple Description Coding: Principles, Algorithm and Systems, Springer, ISBN: 978-1-4471-2247-0, 2011.