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
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
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| 左:地面攝影機 右:甲板攝影機 |
Sports Video Analysis: Architecture 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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