Video surveillance can be used to monitor recreational and commercial vessels on inland waters. It is difficult identify the basis of registration numbers alone, especially when structure size are not standardized in a way that allows for easy recognition. In this paper, we propose novel vessel identification method work continuously streams with high compression rate or visible artifacts. This...