郑 胤(ZHENG Yin) |
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地址:腾讯计算机系统有限公司,北京 电话: 邮箱:yzheng3xg@gmail.com |
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动作识别,场景分类,深度学习 |
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和身份 |
2009.3 —— 2009.7:本科生(毕设) 2009.9 —— 2015.7:直博生 |
/ 研究方向 |
“基于粒子滤波的对光照鲁棒的目标跟踪算法研究”(学士学位论文) “基于神经自回归分布估计器的特征学习算法研究”(博士学位论文) |
郑胤,陈权崎,章毓晋。深度学习及其在目标和行为识别中的新进展。中国图象图形学报,2014,19(2): 175-184 Zheng Y, Zhang Y-J, Larochelle H. "A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data". IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(6): 1056-1069, 2016. Zheng Y, Shen B, Yang, XF, MA WL, LIU BD, Zhang Y-J. "A Locality Preserving Approach for Kernel PCA". Proceedings of the 8th International Conference on Image and Graphics (LNCS 9217), 121-135, 2015. Zheng Y, Zemel R S, Zhang Y-J, Larochelle H. "A Neural Autoregressive Approach to Attention-based Recognition". International Journal of Computer Vision, 113(1): 67-79, 2015 Zheng Y, Zhang Y-J, Larochelle H. "Topic Modeling of Multimodal Data: An Autoregressive Approach". Proceedings of Computer Vision and Pattern Recognition, 1370-1377, 2014. Zheng Y, Zhang Y-J, Li X, Liu B D. "Action Recognition in Still Images Using A Combination of Human Pose and Context Information". Proceedings of the 19th International Conference on Image Processing, 785-788, 2012. Huang X M, Zheng Y, Huang J Z, Zhang Y-J. “50 FPS Object-Level Saliency Detection via Maximally Stable Region”. IEEE Transactions on Image Processing, 29: 1384-1396, 2020. Huang X M, Zheng Y, Huang J Z, Zhang Y-J. “A Minimum Barrier Distance Based Saliency Box for Object Proposals Generation”. IEEE Signal Processing Letters, 25(8): 1126-1130, 2018. Liu B D, Wang Y X, Zhang Y-J, Zheng Y. "Discriminant Sparse Coding for Image Classification". Proceedings of the 37th International Conference on Acoustics, Speech, and Signal Processing, 2193-2196, 2012. |
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2013.1 - 2013.5 加拿大University of Sherbrooke 访问学生 2013.11 - 2014.5 加拿大University of Sherbrooke 访问学生 毕业后先去葫芦科技有限公司,直到2017年上半年加入腾讯计算机系统有限公司(深圳),2019年中换到腾讯计算机系统有限公司(北京)。 |
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