[1] OTHMAN M,NUAWI M,NGATIMAN N,et al.Z-freq hybrid:signal analysis based car air conditioning compressor monitoring technique using accelerometer and piezo-film sensor[J].Journal of Physics:Conference Series,2024,2721(1):12-21. [2] REN F,FEI J,LI H,et al.Steel surface defect detection using improved deep learning algorithm:ECA-SimSPPF-SIoU-Yolov5[J].IEEE Access,2024,12:32545-32553. [3] 乔辉,曾勇,刘德志,等.基于机器视觉的轮对磁粉探伤裂纹检测方法研究[J].现代制造工程,2024(6):128-134,153. [4] 杨泽青,张明轩,陈英姝,等.基于机器视觉的表面缺陷检测方法研究进展[J].现代制造工程,2023(4):143-156. [5] 高春艳,秦燊,李满宏,等.改进YOLOv7算法的钢材表面缺陷检测研究[J].计算机工程与应用,2024,60(7):282-291. [6] 雷帮军,余翱,余快.基于YOLOv8s改进的小目标检测算法[J].无线电工程,2024,54(4):857-870. [7] REN J,NIU C,HAN J.An IF-RCNN algorithm for pedestrian detection in pedestrian tunnels[J].IEEE Access,2020,8:165335-165343. [8] GIRSHICK R.Fast R-CNN[C]//Proceedings of the IEEE International Conference on Computer Vision.Piscataway:IEEE,2015:1440-1448. [9] YANG L,ZHONG J,ZHANG Y,et al.An improving Faster-RCNN with Multi-Attention ResNet for small target detection in intelligent autonomous transport with 6G[J].IEEE Transactions on Intelligent Transportation Systems,2023,24(7):7717-7725. [10] 牛为华,殷苗苗.基于改进YOLOv5的道路小目标检测算法[J].传感技术学报,2023,36(1):36-44. [11] ZHAI S,SHANG D,WANG S,et al.DF-SSD:an improved SSD object detection algorithm based on DenseNet and feature fusion[J].IEEE Access,2020,8:24344-24357. [12] 娄瑶迪,岳俊峰,周迪斌,等.基于Efficient-YOLO的轻量化轴承缺陷检测[J].计算机系统应用,2024,33(2):265-275. [13] 张徐,朱正为,郭玉英,等.基于cosSTR-YOLOv7的多尺度遥感小目标检测[J].电光与控制,2024,31(4):28-34. [14] 张曙文,钟振宇,朱大虎.基于改进YOLOx网络的金属齿轮表面缺陷检测方法[J].激光与光电子学进展,2023,60(22):280-290. [15] 卢俊哲,张铖怡,刘世鹏,等.面向复杂环境中带钢表面缺陷检测的轻量级DCN-YOLO[J].计算机工程与应用,2023,59(15):318-328. [16] 刘子龙,沈祥飞.融合Lite-HRNet的Yolo v5双模态自动驾驶小目标检测方法[J].汽车工程,2022,44(10):1511-1520,1536. [17] 茆震,任玉蒙,陈晓艳,等.一种改进YOLOv5s的多尺度目标检测算法[J].传感技术学报,2023,36(2):267-274. [18] Ll H L,Ll J,WEl H B,et al.Slim-neck by GSConv:a better design paradigm of detector architectures for autonomous vehicles[J].arXiv preprint arXiv:2206.02424,2022. |