Jan 24, 2024 · We propose a robust digital meter reading detector named RetinaDB consisting of feature extraction, segmentation network and post-process, which ...
from publication: Robust meter reading detection via differentiable binarization | Recently, scene text detection based on pixel-level segmentation becomes ...
Oct 21, 2024 · The original Differentiable Binarization (DBNet) [2] algorithm employs a differentiable binarization technique to streamline the post-processing ...
Nov 27, 2022 · Therefore, this study aimed to obtain a natural scene text detection method that can effectively reduce the influence of complex backgrounds and ...
This paper presents a novel pointer meter reading framework for substation inspection robots that is robust to image distortion and various illumination ...
Missing: differentiable | Show results with:differentiable
In this paper, we present (1) a comprehensive review of deep learning approaches towards scene text detection, (2) suitable deep frameworks for this task ...
Sep 5, 2024 · The reading detection model is based on DBNet and uses ShuffleNetV2 as the backbone network, significantly reducing the number of model ...
The targets are detected by binarizing the image, and then extracting contours. The center of the marker is computed by calculating the weighted average of the ...
In this paper, we propose a module named Differentiable Binarization (DB), which can perform the binarization process in a segmentation network. Optimized along ...
Robust meter reading detection via differentiable binarization. Yunbo Rao ... DBTN: An adaptive neural network for multiple-disease detection via imbalanced ...