Zhaobin Zhang (张召宾) Ph.D. Student in Computer Science Electrical Engineering UMKC Email: zzktb@mail.umkc.edu Office: F.H. 262 Resume (last updated: Feb. 2020) [Publications] [Education] [Experience] [Teaching] [Awards]

I am a Ph.D. student in the Computer and Electrical Engineering department at University of Missouri - Kansas City. I am currently working under Dr. Zhu Li in the Multimedia Computing & Communication Lab.
Prior coming to UMKC, I received my master and bachelor degree from Huazhong University of Science and Technology (HUST) in 2012 and 2015, respectively.

• Fast DST-7/DCT-8 with Dual Implementation Support for Versatile Video Coding
  Zhaobin Zhang, Xin Zhao, Xiang Li, Li Li, Yi Luo, Shan Liu and Zhu Li.
  TCSVT 2020.

    @ARTICLE{Zhang2020, 
	author={Z. {Zhang} and X. {Zhao} and X. {Li} and L. {Li} and Y. {Luo} and S. {Liu} and Z. {Li}}, 
	journal={IEEE Transactions on Circuits and Systems for Video Technology}, 
	title={Fast DST-7/DCT-8 with Dual Implementation Support for Versatile Video Coding}, 
	year={2020}, 
	volume={}, 
	number={}, 
	pages={1-1}, 
	keywords={Versatile video coding;VVC, fast DST-7/DCT-8;Multiple Transform Selection;MTS;Enhanced Multiple Transform;EMT;Adaptive Multiple Transform;AMT;VVC Test Model;VTM.}, 
	doi={}, 
	ISSN={}, 
	month={Feb},}
  

[bib] [paper]



• Multiple Linear Regression for High Efficiency Video Intra Coding
  Zhaobin Zhang, Yue Li, Li Li, Zhu Li and Shan Liu.
  In ICASSP 2019.

    @article{zhang2019ICASSP,
	  title={Multiple Linear Regression for High Efficiency Video Intra Coding},
	  author={Zhang, Zhaobin and Li, Yue and Li, Li and Li, Zhu and Liu, Shan},
	  journal={2019 International Conference on Acoustics, Speech, and Signal Processing},
	  year={2019},
	  publisher={IEEE}
	}
  

[bib] [paper]



• Fast Adaptive Multiple Transform for Versatile Video Coding
  Zhaobin Zhang, Xin Zhao, Xiang Li, Zhu Li and Shan Liu.
  In DCC 2019.

    @article{zhang2019DCC,
	  title={Fast Adaptive Multiple Transform for Versatile Video Coding},
	  author={Zhang, Zhaobin and Zhao, Xin and Li, Xiang and Li, Zhu and Liu, Shan},
	  journal={2019 Data Compression Conference},
	  year={2019},
	  publisher={IEEE}
	}
  

[bib] [paper]



• Mobile Visual Search Compression with Grassmann Manifold Embedding
  Zhaobin Zhang, Li Li, Zhu Li and Houqiang Li.
  TCSVT 2018.

    @ARTICLE{Zhang2018, 
	author={Z. {Zhang} and L. {Li} and Z. {Li} and H. {Li}}, 
	journal={IEEE Transactions on Circuits and Systems for Video Technology}, 
	title={Mobile Visual Search Compression with Grassmann Manifold Embedding}, 
	year={2018}, 
	volume={}, 
	number={}, 
	pages={1-1}, 
	keywords={Transforms;Visualization;Manifolds;Training;Image coding;Feature extraction;Measurement;mobile visual search;Grassmann manifold;subspaces embedding;CDVS;SIFT;compact descriptors}, 
	doi={10.1109/TCSVT.2018.2881177}, 
	ISSN={1051-8215}, 
	month={},}
  

[bib] [paper]



• Combining Intra Block Copy and Neighboring Samples using Convolutional Neural Network for Image Coding
  Zhaobin Zhang, Yue Li, Li Li, Zhu Li, Shan Liu.
  In VCIP 2018.

  @inproceedings{vcip2018,
	author = {Zhaobin Zhang and Yue Li and Li Li and Zhu Li and Shan Liu},
	year = {2018},
	month = {12},
	title = {Combining Intra Block Copy and Neighboring Samples using Convolutional Neural Network for Image Coding},
	}
  

[bib] [paper][poster]
This is a CNN-based method for intra prediction.


• CE6-related: Fast DST-7/DCT-8 with dual implementation support
  Zhaobin Zhang, Xin Zhao, Xiang Li and Shan Liu.
  JVET 11th Meeting at Ljubljana, July 2018.

  @ARTICLE{jvet2018, 
	author={Z. Zhang and X. Zhao and X. Li and S. Liu}, 
	journal={Joint Video Experts Team (JVET) of ITU-T SG 16 WP 3 and ISO/IEC JTC 1/SC 29/WG 11}, 
	title={CE6-related: Fast DST-7/DCT-8 with dual implementation support}, 
	year={2018}, 
	volume={JVET-K0291}, 
	number={Ljubljana, SI}, 
	pages={10–18}, 
	month={July}
	}
  

[bib] [proposal]


• Attribute Compression of 3D Point Clouds using Laplacian Sparsity Optimized Graph Transform
  Yiting Shao, Zhaobin Zhang, Zhu Li, Kui Fan, Ge Li.
  In VCIP 2017.

  @article{shao2017attribute,
	  title={Attribute compression of 3D point clouds using Laplacian sparsity optimized graph transform},
	  author={Shao Yiting and Zhang Zhaobin and Li Zhu and Fan, Kui and Li Ge},
	  journal={arXiv preprint arXiv:1710.03532},
	  year={2017}
	}
  

[bib] [paper]


• Robust Emotion Recognition from Low Quality and Low Bit Rate Video: A Deep Learning Approach
  Bowen Cheng, Zhangyang Wang, Zhaobin Zhang, Zhu Li, Ding Liu, Jianchao Yang, Shuai Huang, Thomas S. Huang.
  In ACII 2017.

  @inproceedings{acii2017,
	  title={Robust emotion recognition from low quality and low bit rate video: A deep learning approach},
	  author={Cheng, Bowen and Wang, Zhangyang and Zhang, Zhaobin and Li, Zhu and Liu, Ding and Yang, Jianchao and Huang, Shuai and Huang, Thomas S},
	  booktitle={Affective Computing and Intelligent Interaction (ACII), 2017 Seventh International Conference on},
	  pages={65--70},
	  year={2017},
	  organization={IEEE}
	}
  

[bib] [paper] [code]


• Visual Query Compression with Locality Preserving Projection on Grassmann Manifold
  Zhaobin Zhang, Li Li, Zhu Li, Houqiang Li.
  In ICIP 2017.

  @inproceedings{zhang2017visual,
	  title={Visual query compression with locality preserving projection on Grassmann manifold},
	  author={Zhang, Zhaobin and Li, Li and Li, Zhu and Li, Houqiang},
	  booktitle={Image Processing (ICIP), 2017 IEEE International Conference on},
	  pages={3026--3030},
	  year={2017},
	  organization={IEEE}
	}
  

[bib] [paper][poster]


• Visual Query Compression with Embedded Transforms on Grassmann Manifold
  Zhaobin Zhang, Li Li, Zhu Li.
  In ICME Workshop 2017.

  @inproceedings{zhang2017visual,
	  title={Visual query compression with embedded transforms on Grassmann manifold},
	  author={Zhang, Zhaobin and Li, Li and Li, Zhu},
	  booktitle={Multimedia \& Expo Workshops (ICMEW), 2017 IEEE International Conference on},
	  pages={393--398},
	  year={2017},
	  organization={IEEE}
	}
  

[bib] [paper][poster]

• 2016 - Present: Ph.D. student at University of Missouri-Kansas City
• 2012 - 2015: M.E. from Huazhong University of Science and Technology
• 2008 - 2012: B.S. from Huazhong University of Science and Technology

• May 2019 - Aug. 2019: Research intern at Tencent America Media Lab, Palo Alto, CA.
  Working with Xiang Zhang.
• May 2018 - Aug. 2018: Research intern at Tencent America Media Lab, Palo Alto, CA.
  Working with Xin Zhao, Xiang Li.

• Most Productive Award, MCC Lab, UMKC, 2019
• SGS Research Grant Awards, 2018-2019
• Outstanding Graduate Award, Huazhong University of Science and Technology, 2012
• Samsung Scholarship, 2010

• Teaching assistant for ECE/CS 5578 Multimedia Communication (Fall 2018) .
• Teaching assistant for ECE/CS 5590 Image Analysis & Retrieval (Spring 2017).