.png){kind=icon}
返回
An efficient pointer meter reading method eliminating segmentation and OCR via oriented object detection
.png){kind=icon}
PRE
AI
DOI：10.1016/j.measurement.2026.120787.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
• 基于OBB目标检测的指针表读数高效方法被提出。
• 该方法移除了成本高昂的分割和OCR，大幅降低了计算成本。
• 一种轻量级OBB检测器，结合PDSConv和PMSFA，用于高效提取表盘。
• 构建了一个新的指针表数据集PMIE-Data及其增强版本PMIE-NoiseData。
Keyword:
pointer meter reading
oriented object detection
OBB detection
lightweight detector
dataset construction
期刊
IF:
5.6
论文数:
2.0W
被引数:
5.4W
机构
引用论文
Image Recognition and Reading of Single Pointer Meter Based on Deep Learning基于深度学习的单指针仪表图像识别与读数.png)
IEEE SENSORS JOURNAL
IEEE SENSORS JOURNALIF4.5
PREAI
分享收藏Perspective deformation correction for circular pointer meter based on prior indication structure featureMEASUREMENT
MEASUREMENTIF5.6
PREAI
分享收藏Intelligent Instrument Recognition Scheme Based on Unattended Substation Inspection基于无人值守变电站巡检的智能仪器识别方案
PREAI
分享收藏
Automatic Recognition of Pointer Meter Reading Based on Yolov4 and Improved U-net Algorithm2021 IEEE International Conference on Electronic Technology, Communication and Information (ICETCI)
2021 IEEE International Conference on Electronic Technology, Communication and Information (ICETCI)IF0
PREAI
分享收藏An Accurate Reading Algorithm for Substation Pointer Meters Based on Improved 2-D Gamma Function and PA-RetinaNet基于改进二维Gamma函数和pa-retinanet的变电站指针式仪表精确读数算法IEEE SENSORS JOURNAL
IEEE SENSORS JOURNALIF4.5
PREAI
分享收藏分享收藏An Automatic Reading Recognition Method for Pointer Spring Tube Pressure Instrument指针式弹簧管压力表自动读数识别方法
PREAI
分享收藏
查看更多内容