植物叶面积可以反映出植物的生长速率、养分吸收以及光合作用能力,针对锯齿状边缘的黄瓜叶片分割精度较低,叶面积测量误差较大等问题。该研究提出一种深度卷积网络模型Marm,在Mask R-CNN的基础上利用Sobel算子进行边缘检测,使模型生成的掩膜更接...
The architecture of Mask R-CNN was also extended to incorporate the Sobel operator. The intricate contours of cucumber leaf edges were capture and detect using the Sobel operator with the enhanced edge details. A suite of mask was obtained to fully depicted the intricate topo...