Details

Autor(en) / Beteiligte

• Yaheng Ren
• Peizhi Wen
• Song Li
• Yuanyuan Liang
• Wengming Huang

Titel

An improved algorithm of rat sperm image segmentation and counting

Ist Teil von

• 2010 International Conference on Intelligent Computing and Integrated Systems, 2010, p.201-204

Ort / Verlag

IEEE

Erscheinungsjahr

2010

Quelle

IEL

Beschreibungen/Notizen

• Aiming at the poor real-time characteristics of traditional Ostu for rat sperm image segmentation, we improved this Ostu-based segmentation to reduce its computational time by using Newton iteration. This improved algorithm applies the shape factors to remove impurities and morphology to mark each sperm with digital tags. The experiments show that this method provides fast and accurate sperm image segmentation and automatic counting of the number of sperms in the images.