一个集成高斯混合模型-支持向量机-统计模式的适合中低浓度的跃移沙粒识别算法

李浩强, 李惠娟, 杨倩文, 梅凡民

A hybrid algorithm for aeolian saltating particle recognition under low-medium particle concentrations with Gaussian Mixture Model， Support Vector Machine and probability-distribution of saltating particles' geometric and color parameters

Haoqiang Li, Huijuan Li, Qianwen Yang, Fanmin Mei

表2 新算法和发表的风沙颗粒识别算法推理时间对比

Table 2 Inference time of the new scheme and the published schemes for saltating particle recognition

算法 运行配置 每帧用时/ms YOLOv5 RPX 4090 4.2 Sand-YOLOv5 RPX 4090 6.1 YOLOv8 Intel Core i5-8300H 94.5 GMM Intel Core i5-7300HQ 6.5 GMM+SVM Intel Core i5-7300HQ 7.9 新算法 Intel Core i5-7300HQ 10.2