Papers Meter Reading
“Meter Reading” 태그가 달린 논문 10편 · 필터 해제
DialBench: Towards Accurate Reading Recognition of Pointer Meter using Large Foundation Models
The precise reading recognition of pointer meters plays a key role in smart power systems, but existing approaches remain fragile due to challenges like reflections, occlusions, dynamic viewing angles, and overly between…
Meter ReadingAppliance Detection Using Very Low-Frequency Smart Meter Time Series
In recent years, smart meters have been widely adopted by electricity suppliers to improve the management of the smart grid system. These meters usually collect energy consumption data at a very low frequency (every 30mi…
Meter ReadingTime SeriesTime Series ClassificationImage-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 ReadingNRC-GAMMA: Introducing a Novel Large Gas Meter Image Dataset
Automatic meter reading technology is not yet widespread. Gas, electricity, or water accumulation meters reading is mostly done manually on-site either by an operator or by the homeowner. In some countries, the operator …
Meter 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 ReadingSimultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning
Currently there are several well-known approaches to non-intrusive appliance load monitoring rule based, stochastic finite state machines, neural networks and sparse coding. Recently several studies have proposed a new a…
Deep LearningDictionary LearningGeneral ClassificationMeter Reading+2Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems
Due to its direct relevance to post-disaster operations, meter reading and civil refuse collection, the Uncertain Capacitated Arc Routing Problem (UCARP) is an important optimisation problem. Stochastic models are critic…
ARCMeter 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+1Image Type Water Meter Character Recognition Based on Embedded DSP
In the paper, we combined DSP processor with image processing algorithm and studied the method of water meter character recognition. We collected water meter image through camera at a fixed angle, and the projection meth…
Meter ReadingVocal Bursts Type Prediction