Jerry
贪心科技技术负责人

基本情况

  • 美国计算机科学博士, 专注于图像和视频识别领域
  • 参与编写了图像反欺诈领域书籍
  • 14年人工智能, 数字图像处理, 视频处理和自然语言处理研究和项目经验
  • 美国微软公司总部, 美国亚马逊公司总部多年工作经验, 包括了人工智能, 分布式系统和云计算
  • 曾师从中国科学院王守觉院士人脸识别研究(共同发表了两篇人脸识别的论文), 在美国博士期间的研究项目获得NASA的经费支持

 

工作经验

  • 软件工程师    2013 -2017

美国微软公司西雅图总部, 参与设计与开发基于人工智能的推荐系统, 包括自然语言处理, 数字图像和视频处理, 用于在Windows Store, MSN, Cortana, 和Edge 浏览器中推荐新闻, 视频, 图片和App. 参与设计与开发视频处理系统, 用于视频的转码, 视频小图片提取, 视频语音识别, 应用于Bing App, Microsoft Office, Bing视频搜索, 以及MSN.

 

  • 软件工程师    2011 - 2013

美国亚马逊公司西雅图总部, 供职于全球支付平台(Amazon Global Payments Platform), 参与设计与开发亚马逊云平台的预付卡系统

 

参与编写的书籍(图像识别和图像反欺诈领域)

Frank Y. Shih and Yuan Yuan, “Chapter 16 A Comparison Study on Copy-Cover Image Forgery Detection,” in Multimedia Security: Watermarking, Steganography, and Forensics, CRC Press, pp. 297-312, ISBN-10:   1439873313. August 2012.

 

科研论文

(机器学习) G. Barnes, K.D. Leka, C.J. Schrijver, T. Colak, R. Qahwaji, O.W. Ashamari, Y.Yuan, J. Zhang, R.T.J.McAteer, D.S. Bloomfield, P.A. Higgins, P.T. Gallagher, D.A. Falconer, M.K. Georgoulis, M.S.Wheatland, C. Balch, T. Dunn, E.L. Wagner. A Comparison of Flare Forecasting Methods, I: Results from the "All-Clear" Workshop (太阳耀斑预测方法的比较). The Astrophysical Journal, Volume 829, Number 2. September 2016.

 

(图像特征提取) Ju Jing, Yuan Yuan, Kevin Reardon, Thomas Wiegelmann, Yan Xu, and Haimin Wang. Nonpotentiality of chromospheric fibrils in NOAA active regions 11092 and 9661 (从太阳活动区图像中提取色球层暗条). The Astrophysical Journal, September7, 2011.

 

(图像特征提取)Y. Yuan, Frank Y. Shih, Ju Jing, Haimin Wang, JongchulChae. Automatic Solar Filament Segmentation and Characterization (太阳图像暗条的自动分隔和特征提取). Solar Physics. August 2011, Volume 272, Issue 1, pp 101-117.

 

(图像特征提取) Ju Jing, Yuan Yuan, Thomas Wiegelmann, Yan Xu, Rui Liu, and Haimin Wang. Nonlinear force-free modeling of magnetic fields in a solar filament (根据太阳图像中的暗条建模太阳磁场). The Astrophysical Journal Letters, August 10, 2010.

 

(图像处理和机器学习) Yuan Yuan, Frank Y. Shih, Ju Jing and Hai-Min Wang. Automated flare forecasting using a statistical learning technique (基于统计学习的太阳耀斑预测). Research in Astronomy and Astrophysics, August 2010.

 

(机器学习) Ju Jing, Changyi Tan, Yuan Yuan, Benjamin Wang, Thomas Wiegelmann, Yan Xu, and Haimin Wang. Free magnetic energy and flare productivity of active regions (利用太阳活动区的能量场预测太阳耀斑). The Astrophysical Journal, April 10, 2010.

 

(图像压缩) Frank Y. Shih and Yuan Yuan. A wavelet-based encoding algorithm for high dynamic range images (基于小波变换的高动态范围图像压缩). The Open Signal Processing Journal, March 2010.

 

(图像反欺诈) Frank Y. Shih and Yuan Yuan. A comparison study on copy-cover image forgery detection (图像防copy-cover欺诈的方法综述). The Open Artificial Intelligence Journal, May 2010.

 

(人脸识别) Cao Wen-Ming, Yuan Yuan, Cai wei-wei, Wang Shou-Jue. Face recognition based on improved Euclid norm (基于改进的欧几里得范式的人脸识别). Proceedings. ICSP '04. 2004 7th International Conference on, August 31, 2004.

 

(人脸识别) Wen-ming Cao, Fei Lu, Yuan Yuan and Shuojue Wang. Face Recognition Technique Based on Modular ICA Approach (基于独立成分分析的人脸识别). International Conference on Intelligent Information Processing (IIP2004), October 21,2004.

 

(图像隐写数字水印) Yuan Yuan, Decai Huang, Duanyang Liu. An Integer Wavelet Based Multiple Logo-watermarking Scheme (基于整数小波变换的图标隐写水印). 2006 First International Multi-Symposiums on Computer and Computational Sciences, June 20,2006.

 

(基于内容的图像搜索) Decai Huang, Jia Hu, Yuan Yuan. Novel Relevance Feedback Algorithm with Tabu-list in Image Retrieval. 2006 First International Multi-Symposiums on Computer and Computational Sciences, June 20,2006.

 

(信息检索) Decai Huang, Huachun Qi, Yuan Yuan, Yue-feng Zheng. TC-PageRank Algorithm Based on Topic Correlation. Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on, June 20, 2006.       

 

研究项目

Machine Learning for Space Weather Forecasting (基于机器学习的空间天气预测, NASA, NSF经费支持, NASA under grant NNX11AQ55G, NSF under Grant ATM 07-16950 and AGS-1250374), New Jersey Institute of Technology, NJ, Research Assistant, 01/2008 – 05/2011.Designed and implemented a space weather forecasting system using machine learning algorithms on a multi-tier distributed system.

 

High Dynamic Range Image Compression (高动态范围图像压缩), New Jersey Institute of Technology, NJ, Spring 2008. Created a new digital image compression algorithm for high dynamic range image.

 

Digital Watermarking (图像数字水印), Zhejiang University of Technology, Hangzhou, China, Fall 2006.

 

Image Search (基于内容的图像搜索), Zhejiang University of Technology, Hangzhou, China, Spring 2005.

 

Human Face Recognition (人脸识别), Zhejiang University of Technology, Hangzhou, China, Summer 2004.

 

教育背景

2006-2011美国新泽西理工学院计算机科学博士

2000-2006 浙江工业大学计算机科学与技术硕士, 学士

2004年浙江省优秀毕业生, 师从中国科学院王守觉院士进行人脸识别的研究

 

科学期刊审稿

Act as a reviewer for the journal “Information Sciences” http://ees.elsevier.com/ins