周巍


的个人主页 http://teacher.nwpu.edu.cn/zhouwei

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基本信息 The basic information

周巍

电子信息学院

博士研究生毕业

博士

教授

副院长

电子科学与技术

工作经历 Work Experience

西北工业大学电子信息学院,2004年-至今,先后任 助教、讲师、副教授、教授

美国加州大学圣地亚哥分校,2017年,访问学者

加拿大卡尔加里大学,          2012年,访问学者 

美国加州大学圣地亚哥分校,2008年,访问学者 

教育经历 Education Experience

西北工业大学电子信息学院,2003年-2007年,博士

西北工业大学电子信息学院,2001年-2004年,硕士

西北工业大学电子信息学院,1997年-2001年,学士

科学研究 Scientific Research

研究方向:

1、人工智能,深度学习,视觉计算

(1)无人驾驶与智能驾驶:基于深度学习的视觉环境感知、基于深度强化学习的决策与控制

(2)智能视觉计算:智能视频处理、高效视频编码

2、超大规模集成电路设计

(1)深度学习智能芯片设计

(2)高效视频编码芯片设计

3、高性能集成电路智能热管理

(1)多核处理器热特性建模研究

(2)多核处理器温度监控方法研究


科研项目 :

1、 国家 ”新一代人工智能” 重大项目,  2019-2022,负责人。

2、 国家自然科学基金面上项目,           2018-2021,负责人。

3、 国家自然科学基金青年项目,           2010-2012,负责人。

4、 教育部新世纪优秀人才支持计划,    2012-2014,负责人。

5、 陕西省自然科学基础研究计划,        2016-2018,负责人。

6、 西北工业大学基础研究基金,            2014-2016,负责人。  

7、 西北工业大学“翱翔新星”资助项目,   2014-2017,负责人。

招生信息 Admission Information

1、硕士招生学科专业

     电子科学与技术:电路与系统,微电子与固体电子学,电子信息

2、博士招生学科专业

     电子科学与技术:电路与系统

学术成果 Academic Achievements

主要论著及代表性论文:

1Journal Paper:

(1)Xiaocong Lian,Zhenyu Liu,Zhourui Song,Jiwu Dai, Wei Zhou,Xiangyang Ji, High-Performance FPGA-Based CNN Accelerator With Block-Floating-Point Arithmetic, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, DOI: 10.1109/TVLSI.2019.2913958, May 2019.

(2)Wei Zhou,Yue Niu,Guanwen Zhang,Sensitivity-Oriented Layer-Wise Acceleration and Compression for Convolutional Neural Network, IEEE ACCESS, vol.7, pp.38264-38272, April 2019.

(3)XiaocongLian, Zhenyu Liu, Wei Zhou, ZheminDuan, Parallel Content-Aware Adaptive Quantization-Oriented Lossy Frame Memory Recompression for HEVC, IEEE Transactions on Circuits and Systems for Video Technology, vol.28, no.4, pp.958-971, April 2018.

(4)Wei Zhou, Chang Yan,Jingzhi Zhang, Zhemin Duan, High-throughput sample adaptive offset hardware architecture for high-efficiency video coding,  Journal of Electronic Imaging, 27(2), 023035: 1-16, Mar 2018.

(5)Henglu Wei, Wei Zhou, Xin Zhou, Rui Bai, Zhemin Duan, “Saliency-based coding tree unit-level rate control for high-efficiency video coding,” Journal of Electronic Imaging, 27(4), 043009 (2018), doi: 10.1117/1.JEI.27.4.043009.

(6)Henglu Wei, Wei Zhou, Xiu Zhang, Xin Zhou, Zhemin Duan, “All Zero Block Detection for HEVC Based on the Quantization Level of the Maximum Coefficient,” Multimedia Tools and Application, https://doi.org/10.1007/s11042-018-6529-9,2018.

(7)Xin Li, Xingtao Ou, Zhi Li, Henglu Wei, Wei Zhou and Zhemin Duan, On-Line Temperature Estimation for Noisy Thermal Sensors Using a Smoothing Filter-Based Kalman Predictor, Sensors, 2018, 18, 433; doi:10.3390/s18020433

(8)Xin Li, Xueting Wei, Wei Zhou, Heuristic thermal sensor allocation methods for overheating detection of real microprocessors, IET Circuits, Devices & Systems, 2017, Vol. 11 Iss. 6, pp. 559-567.

(9)Xin Li, Xin Li, Wen Jiang, Wei Zhou, Optimising thermal sensor placement and thermal maps reconstruction for microprocessors using simulated annealing algorithm based on PCA, IET Circuits, Devices & Systems, 2017, Vol. 11 Iss. 6, pp. 559-567.

(10)Xin Zhou, Guangming Shi, Wei Zhou, Zhemin Duan, Visual saliency-based fast intracoding algorithm for high efficiency video coding, Journal Of Electronic Imaging, 26(1), 013019.1-013019.11, Jan. 2017.

(11)Wei Zhou, Jingzhi Zhang, Xin Zhou, Zhenyu Liu, Xiaoxiang Liu, A High-Throughput and Multi-Parallel VLSI Architecture for HEVC Deblocking Filter, IEEE Transactions on Multimedia, vol.18, no.6, pp.1034-1047, June 2016.

(12)XiaocongLian, Zhenyu Liu, Wei Zhou, ZheminDuan, Lossless Frame Memory Compression Using Pixel-Grain Prediction and Dynamic Order Entropy Coding, IEEE Transactions on Circuits and Systems for Video Technology, vol.26, no.1, pp.223-235, January 2016.

(13)Wei Zhou, Xin Zhou, XiaocongLian, Zhenyu Liu and Xiaoxiang Liu, An Efficient Interpolation Filter VLSI Architecture for HEVC Standard, EURASIP Journal on Advances in Signal Processing, (2015) 95:1-12, 2015.  

(14)Wei Zhou, Zhe-Min Duan, Hong-Qi Hu,Fast Motion Estimation Algorithm for H.264/AVC Based on Centered Prediction, Journal of Systems Engineering and Electronics, vol. 21, no. 6, pp.1103–1110, December 2010.


2Conference Paper:

1Guanwen Zhang, Qing Ai, Xiaocong Lian and Wei Zhou, CNN-Based Sample Adaptive Offset Optimization in HEVC for Streaming Video, The 2019 IEEE International Conference on Real-time Computing and Robotics (RCAR 2019), Irkutsk, Russia, August 4-9, 2019.

2Guanwen Zhang, Liyuan Xiong, Xiaocong Lian and Wei Zhou, A CNN-based Coding Unit Partition in HEVC for Video Processing, The 2019 IEEE International Conference on Real-time Computing and Robotics (RCAR 2019), Irkutsk, Russia, August 4-9, 2019.

3Rui Bai, Wei Zhou, Guanwen Zhang, Henglu Wei, Visual Saliency Detection Algorithm in Compressed HEVC Domain, Asia-Pacific Signal and Information Processing Association Annual Summit and Conferences (APSIPA 2018), Honolulu, Hawaii, USA, 12-15 November 2018.

4Henglu Wei, Wei Zhou, Rui Bai and Zhemin Duan, A Rate Control Algorithm for HEVC Considering Visual Saliency, Asia-Pacific Signal and Information Processing Association Annual Summit and Conferences (APSIPA 2018), Honolulu, Hawaii, USA, 12-15 November 2018.

5Jinju Zang, Wei Zhou, Guanwen Zhang, Zhemin Duan, Traffic Lane Detection using Fully Convolutional Neural Network, Asia-Pacific Signal and Information Processing Association Annual Summit and Conferences (APSIPA 2018), Honolulu, Hawaii, USA, 12-15 November 2018.

6Xin Li, Xingtao Ou, Henglu Wei, Wei Zhou, Synergistic Calibration of Noisy Thermal Sensors Using Smoothing Filter-Based Kalman Predictor, 2018 IEEE Int'l Symposium on Circuits & Systems (ISCAS 2018), Florence, Italy, May 27-30, 2018. 

7 Yue Niu, Zhenyu Liu, Chunsheng Mei, Xiangyang Ji, Wei Zhou, Dongsheng Wang, Sensitivity-based acceleration and compression algorithm for convolution neural network, the fifth IEEE Global Conference on Signal and Information Processing (GlobalSIP 2017), Montreal, Quebec, Canada, November 14-16, 2017.

8 Chunsheng Mei, Zhenyu Liu, Yue Niu, Xiangyang Ji, Wei Zhou, Dongsheng Wang, A 200MHZ 202.4GFLOPS@10.8W VGG16 Accelerator in Xilinx VX690T, the fifth IEEE Global Conference on Signal and Information Processing (GlobalSIP 2017), Montreal, Quebec, Canada, November 14-16, 2017.

9Henglu Wei, Xin Zhou, Wei Zhou, Zhemin Duan, Nana Shan, Visual Saliency Based Perceptual Video Coding in HEVC, 2016 IEEE Int'l Symposium on Circuits & Systems (ISCAS 2016), Montreal, Canada, May 22-26, 2016.  

10Zhou, Wei; Niu, Yue; Lian, Xiaocong; Zhou, Xin; Yang, Jiamin, A Stepped-RAM Reading and Multiplierless VLSI Architecture for Intra Prediction in HEVC, The Pacific-Rim Conference on Multimedia (PCM 2016),Xi'an, China, September 2016.

11Zhou, Wei; Yan, Chang; Wei, Henglu; Zhang, Guanwen; Qing, Ai; Zhou, Xin; Fast RQT Structure Decision Method for HEVC, Asia-Pacific Signal and Information Processing Association Annual Summit and Conferences (APSIPA 2016), Jeju, Korea, 13-16 Dec 2016.

12Qing, Ai; Zhou, Wei; Wei, Henglu; Zhou, Xin; Zhang, Guanwen; Yang, Jiamin; A fast CU partitioning algorithm in HEVC inter prediction for HD/UHD video; 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA 2016), JeJu, Korea, Dec.2016.

13Xiong, Liyuan; Zhou, Wei; Zhou, Xin; Zhang, Guanwen; Qing, Ai; Saliency Aware Fast Intra Coding Algorithm for HEVC; 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA 2016), JeJu, Korea, Dec.2016.

14Zhang, Xiu; Zhou, Wei; Duan, Zhemin; Image Super-Resolution Reconstruction Based on fusion of K-SVD and Semi-Coupled Dictionary Learning; 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA 2016), JeJu, Korea, Dec.2016.

15 Wei Zhou, Xin Zhou, Xiaocong Lian, An Efficient Interpolation Filter VLSI Architecture for HEVC, 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Brisbane, Australia, 19-24 April 2015.

16 Xiaocong Lian, Zhenyu Liu, Wei Zhou, Zhemin Duan, Using Pixel-Grain Prediction and K-order Ueg-Rice Entropy Coding Oriented Lossless Frame Memory Compression for Motion Estimation in HEVC, IEEE International Conference on Image Processing (ICIP 2015), Quebec City, Canada, Sep 2015.  

17 Wei Zhou, Jingzhi Zhang, Xin Zhou. A High-Throughput and Multi-Parallel Deblocking Filter VLSI Architecture for HEVC, Visual Communications and Image Processing (VCIP 2015), Singapore, 13-16 December 2015.  

18 Henglu Wei, Wei Zhou, Xin Zhou,Zhemin Duan. An efficient all zero block detection algorithm based on frequency characteristics of DCT in HEVC, Visual Communications and Image Processing (VCIP 2015), Singapore, 13-16 December 2015.

19 Nana Shan, Wei Zhou, Rong Li, Zhemin Duan, Fast Mode Decision of Inter Prediction in HEVC, The 14th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2014), August 24-27, 2014, Dalian, China.

20 Kang Runlong, Zhou Wei, Huang Xiaodong, An Efficient Deblocking Filter Algorithm for HEVC , 2nd IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP 2014), Xi'an, China.

21Zhu Hongxiang, Zhou Wei, Dong Qing, Huang Xiaodong, Efficient Intra Prediction VLSI Architecture For HEVC Standard, TENCON 2013, Xi'an, China.

22Zhou Wei, Zhou Xin, A Fast Hierarchical 1/4-pel Fractional Pixel Motion Estimation Algorithm of H.264 Video Coding, 8th IEEE Conference on Industrial Electronics and Applications (ICIEA 2013), pp.891-895, Australia, June 2013.

23 Zhou Xin, Zhou Wei, Fast Inter Prediction Block Mode Decision Approach for H.264/AVC Based on All-Zero Blocks Detection, 8th IEEE Conference on Industrial Electronics and Applications (ICIEA 2013), pp.896-899, Australia, June 

教育教学 Education And Teaching

电路基础(本科)

专用集成电路设计基础(硕士)

深度学习与机器视觉 (硕士) 

集成电路分析与设计(博士) 

视频图像编码及VLSI设计(博士) 

荣誉获奖 Awards Information

1、2016年,国家级精品资源共享课“电路基础”,负责人。  

2、2015年,西北工业大学“本科教学最满意教师”。 

3、2014年,西北工业大学“翱翔新星”。

4、2012年,西北工业大学“吴亚军优秀青年教师” 

5、2011年,教育部新世纪优秀人才。 

6、2011年,西北工业大学“优秀青年教师”。

7、2011年,西北工业大学本科教学优秀奖教金。

8、2009年,国家级教学成果奖二等奖,“以培养学生创新能力为目标,加强电子实验教学中心建设与实践教学改革”。

9、2009年,陕西省高等教育教学成果奖特等奖,“以培养学生创新能力为目标,加强电子实验教学中心建设与实践教学改革”。

10、2006年,西北工业大学优秀教学成果奖一等奖,“采用双主二阶段式教学方法,促进电类基础课程建设”。 

社会兼职 Social Appointments

1、Institute of Electrical and Electronics Engineers (IEEE),Member.

2、中国电子学会,会员。

3、中国计算机学会,会员。

4、中国仿真学会,会员。