Intelligent image recognition system for marine fouling using softmax transfer learning and deep convolutional neural networks

• المؤلفون الرئيسيون: Chin, C. S., Si, JianTing, Clare, A. S., Ma, Maode
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2018
• الموضوعات: Convolutional Neural Network (CNN); DRNTU::Engineering::Electrical and electronic engineering; Image Recognition
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/88686; http://hdl.handle.net/10220/45854

The control of biofouling on marine vessels is challenging and costly. Early detection before hull performance is significantly affected is desirable, especially if “grooming” is an option. Here, a system is described to detect marine fouling at an early stage of development. In this study, an image...