An automatic chromosome counting method based on depth learning

• Main Authors: YU TIANQI, YU FUHAI, ZHAO YI, ZHAO XIANGRAN, XIAO LI, WANG MANQING, QIAO JIE, TIAN CHAN, LUO CHUNLONG, LUO YUFAN
• Format: Patent
• Language: Chinese; English
• Published: 26.03.2019
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The invention discloses a chromosome automatic counting method based on depth learning, which comprises the following steps: (1) image collection and preprocessing steps; (2) image classification andregression steps; (3) model training steps; (4) a test counting step, wherein a new sampling strategy...