Papers Image-based Automatic Meter Reading
“Image-based Automatic Meter Reading” 태그가 달린 논문 4편 · 필터 해제
Image-based Automatic Dial Meter Reading in Unconstrained Scenarios
The replacement of analog meters with smart meters is costly, laborious, and far from complete in developing countries. The Energy Company of Parana (Copel) (Brazil) performs more than 4 million meter readings (almost en…
Dial Meter ReadingImage-based Automatic Meter ReadingMeter ReadingTowards Image-based Automatic Meter Reading in Unconstrained Scenarios: A Robust and Efficient Approach
Existing approaches for image-based Automatic Meter Reading (AMR) have been evaluated on images captured in well-controlled scenarios. However, real-world meter reading presents unconstrained scenarios that are way more …
Image-based Automatic Meter ReadingMeter ReadingOptical Character Recognition (OCR)Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines
Smart meters enable remote and automatic electricity, water and gas consumption reading and are being widely deployed in developed countries. Nonetheless, there is still a huge number of non-smart meters in operation. Im…
Dial Meter ReadingImage-based Automatic Meter ReadingMeter ReadingConvolutional Neural Networks for Automatic Meter Reading
In this paper, we tackle Automatic Meter Reading (AMR) by leveraging the high capability of Convolutional Neural Networks (CNNs). We design a two-stage approach that employs the Fast-YOLO object detector for counter dete…
Counter RecognitionData AugmentationImage-based Automatic Meter ReadingMeter Reading+1