个人简介

教育背景 PhD in Robotics, Carnegie Mellon University, USA PhD/Master/Bachelor in Computer Science, Tsinghua University, China 任职经历 Jan, 2018 – current: PingAn Technology, US Research Lab, USA Aug, 2007-Jan, 2018: Google Research, USA Mar, 2001-July, 2007: NEC Labs America, USA

研究领域

Computer Vision, Deep Learning, Image/video processing, Medical Imaging

主持、参与项目 1. 智慧农业：耕地划分、作物识别、产量预测、生猪养殖、病虫害识别 2. 智慧教育：英文ASR，TTS，NLP，发音评测 3. 医疗影像：乳腺钼靶病症分割 4. 视频结构化：行为分析 5. AI绘画

近期论文

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Shengyang Dai, Mei Han, Wei Xu, Ying Wu, Yihong Gong, Aggelos K. Katsaggelos, "Softcuts: A Soft Edge Smoothness Prior for Color Image Super Resolution", IEEE Transactions on Image Processing (T-IP), vol 18, no. 4, pp. 969-981, May 2009. Mei Han, Wei Xu, Hai Tao, Yihong Gong, "Multi-object Trajectory Tracking", The Machine Vision and Applications, Volume 18, Numbers 3-4, pp. 221-232, 2007. Yihong Gong, Mei Han, Wei Hua, Wei Xu, "Maximum Entropy Model-Based Baseball Highlight Detection and Classification", Computer Vision and Image Understanding (CVIU), Volume 96, Issue 2, November, 2004. Mei Han, Takeo Kanade, "Reconstruction of a Scene with Multiple Linearly Moving Objects", International Journal of Computer Vision (IJCV), Vol. 59, No. 3, September/October, 2004. Mei Han, Takeo Kanade, "Multiple Motion Scene Reconstruction with Uncalibrated Cameras", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 25, No. 7, July, 2003. Mei Han, Takeo Kanade, "A Perspective Factorization Method for Euclidean Reconstruction with Uncalibrated Cameras", Journal of Visualization and Computer Animation, Vol. 13, No. 4, September, 2002