2013年12月24日 星期二

Related Works

我們的研究,將考慮以下觀點嘗試解決
  • Sports Video Analysis: Architecture
  • Dominant Color
  • Shot Classification
  • Human Action Recognition
參考 Sports Video Analysis 領域的研究架構圖,用來畫出我們自己的研究架構圖

Dominant Color 對於是好用的特徵,半管每年(halfpipe)都是相同顏色



Shot Classification 是必要的,同一動作在不同視角的特徵不同,所以要使用不同的方法處理
比賽影片中最常見的兩種視角
左:地面攝影機 右:甲板攝影機
Human Action Recognition 在將來會用到,如果想要知道招式的確切名稱



Sports Video AnalysisArchitecture related

  • A Comprehensive Study of Sports Video analysis

Dominant Color related

  • Content based image retrieval using dominant color identification based on foreground objects. 2007 **
  • Robust dominant color region detection and color-based applications for sports video. ICIP, 2003 **
  • Dominant color image retrieval using merged histogram. 2003 **
  • Color and texture descriptors, 2001
  • An efficient color representation for image retrieval. 2001
  • Dominant color region based indexing for cbir. 1999
  • Automatic content placement in sports highlights. IEE, 2006 **
  • Shot type classification by dominant color for sports video segmentation and summarization. 2003

Shot Classification

  • Shot type classification by dominant color for sports video segmentation and summarization. 2003 **
  • Event Detection of Broadcast Baseball Videos **
  • Robust Camera Calibration for Sport Videos using Court Models

Human Action Recognition

  • Automatic Detection and Analysis of Player Action in Moving Background Sports Video Sequences **

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