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Slicing Convolutional Neural Network for Crowd Video Understanding (CVPR2016) #601

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hurutoriya opened this Issue Jan 17, 2018 · 0 comments

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@hurutoriya
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hurutoriya commented Jan 17, 2018

一言でいうと

  • 時系列・空間的特徴からCNNで特徴を学習、群衆の動画に対してstate-of-the-artを達成

  • 3個のCNNを用いて下記の3つの特徴を表現学習

xy- : 空間的特徴
xt- : x軸の時系列特徴
yt- : y軸の時系列特徴

論文リンク

http://www.ee.cuhk.edu.hk/~jshao/SCNN.html

著者/所属機関

Jing Shao1, Chen Change Loy2, Kai Kang1, and Xiaogang Wang1
1Department of Electronic Engineering, 2Department of Informaiton Engineering, The Chinese University of Hong Kong.

投稿日付(yyyy/MM/dd)

概要

Blog記事に一枚まとめスライドとコメントを書きました。
https://medium.com/moonshot/slicing-convolutional-neural-network-for-crowd-video-understanding-cvpr2016-d88a82705670

新規性・差分

手法

結果

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