基于卷积神经网络与条件随机场方法提取乡镇非正规固体废弃物

刘懿兰, 黄晓霞, 李红旮, 柳泽, 陈崇, 王新歌

Extraction of Irregular Solid Waste in Rural based on Convolutional Neural Network and Conditional Random Field Method

Yilan LIU, Xiaoxia HUANG, Hongga LI, Ze LIU, Chong CHENG, Xin'ge WANG

表6 固体废弃物形状提取精度

Tab. 6 Accuracy of solid waste shape extraction

平均精度 PA/% MA/% Kappa系数 SVM 81.55 81.17 0.6184 FCN 84.81 83.05 0.6735 FCN+CRF 89.84 88.51 0.7851