基于特征优化与深层次融合的目标检测算法
|
|
谢誉,包梓群,张娜,吴彪,涂小妹,包晓安
|
Object detection algorithm based on feature enhancement and deep fusion
|
|
Yu XIE,Zi-qun BAO,Na ZHANG,Biao WU,Xiao-mei TU,Xiao-an BAO
|
|
| 表 4 VOC2007测试集不同类别目标检测精度结果 |
| Tab.4 Different types of target detection accuracy results on VOC2007 test set |
|
| 算法 | mAP/% | | aero | bird | boat | bottle | car | person | plant | sheep | train | tv | | SSD300[7] | 77.1 | 75.3 | 68.0 | 50.4 | 85.2 | 80.2 | 47.5 | 76.1 | 86.3 | 77.0 | | DSSD321[19] | 81.9 | 80.5 | 68.4 | 53.9 | 86.2 | 79.7 | 51.7 | 78.0 | 87.2 | 79.4 | | STDN300[30] | 81.1 | 76.4 | 69.2 | 52.4 | 84.2 | 76.8 | 51.8 | 78.4 | 87.5 | 77.8 | | FAENet300[31] | 82.8 | 76.5 | 74.7 | 58.7 | 87.5 | 81.4 | 57.7 | 80.4 | 86.8 | 79.6 | | FEDet | 84.0 | 79.3 | 75.6 | 59.1 | 86.7 | 80.0 | 59.2 | 79.5 | 87.9 | 79.9 |
|
|
|