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ReadingCV

Computer Vision Reading Group in CASIT

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视觉组 中科院成都计算所

电脑怎么学会看? 如何理解相机捕获的场景的内容? 计算机视觉阅读小组关注这些问题,特别强调了深度学习和图像处理。

每周,阅读小组将分析最近的文献和经典书籍。 小组的不同成员将准备一组幻灯片,与参与者共享和讨论,参与者也需先前阅读了论文和相关章节。

其他组: University of Texas, University of Toronto, University of British Columbia, Stanford University, The Berkeley View.

FALL 2016

Usually on Fridays from 14:00 to 17:00 @ [2楼会议室 ]

#书籍目标:

每人每周,一到二章(陶: 朱: 李: )

  1. Deep Learning by Yoshua Bengio, Ian Goodfellow and Aaron Courville (DeadLine:1/06/2017)

    结合Stanford大学 CS231n 视频教程一起来学效果会更好!!!

  2. 机器学习 by 周志华 (同时参考李航的《统计机器学习》)(DeadLine:1/06/2017)

  3. 模式识别与机器学习 PRML by bishop (DeadLine:1/06/2017)

    计算机大牛Bishop出的《Pattern Recognition And Machine Learning》,是机器学习的经典教材,结合Stanford大学 Andrew Ng 教授的 Machine Learning 视频教程一起来学效果会更好,在Coursera网站上也有该视频,观看效果更佳!!!

  4. 计算机视觉中的多视图几何(DeadLine:1/06/2017)

    本书是计算机视觉中geometry方向的基础书,总结了20年来的200多篇ICCV,ECCV,CVPR上面有关多视觉几何相关文献,做calibration的同学必看此书。

  5. Artificial Intelligence: A Modern Approach计算机视觉:一种现代方法

  6. Concise Computer Vision by Reinhard Klette(DeadLine:1/06/2017),图像处理的入门书

#文献目标:

每人每周,轮流讲一个主题(陶——朱——李)

#源码目标: ###有则分享

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