基于门控特征融合与中心损失的目标识别

莫建文,李晋,蔡晓东,陈锦威

Target recognition based on gated feature fusion and center loss

Jian-wen MO,Jin LI,Xiao-dong CAI,Jin-wei CHEN

表 2 多种识别方法的结果对比

Tab.2 Comparison of results of multiple identification methods

方法 Randomdata1 Randomdata2 Randomdata3 ACC/% mAP/% ACC/% mAP/% ACC/% mAP/% 人脸分类 40.659 35.532 41.615 36.089 39.447 34.389 行人分类 55.265 52.275 55.451 51.527 53.737 50.626 特征相加融合 59.878 55.585 60.235 55.961 57.367 54.146 首尾拼接融合 61.749 57.890 61.313 57.091 59.939 55.851 软注意力融合 64.582 59.835 63.519 58.936 62.698 56.261 门控特征融合 73.893 69.342 73.305 68.583 71.807 67.280