文本检测之TextBoxes - 知乎 - 知乎专栏
网页2010年5月7日 · TextBoxes是一个28层的全连接卷积网络，整个网络结构是基于SSD的改进版，具体步骤如下： 对于特征提取层：依然采用VGG16作为主干特征网络，保持conv1_1到conv4_3不变，将VGG16的最后两个全连接层改成卷积层．并在此网络的基础上增加若干个卷积层和池化层(conv_6到 ...
TextBoxes: A Fast Text Detector with a Single Deep Neural Network
网页This paper presents an end-to-end trainable fast scene text detector, named TextBoxes, which detects scene text with both high accuracy and efficiency in a single network forward pass, involving no post-process except for a standard nonmaximum suppression.
文本检测算法:TextBoxes（AAAI2017） - CSDN博客
网页2020年10月18日 · 提出了一个end-to-end可训练的快速文本检测算法，叫做 TextBoxes，能后一阶段的完成检测任务，在准确性和高效性方面都表现优异，且该算法除了NMS，没有使用任何的后处理步骤。
Textboxes&Textboxes++ - 知乎 - 知乎专栏
网页Textboxes论文. 主要基于SSD这篇论文进行改进，下面是几点改进的地方：. 在训练上，因为网络模型支持任意尺寸的图像输入，故论文首次采取多规模训练，尺寸分别为300*300, 700*700,300*700, 500*700, and 1600*1600.这样做的目的是，尽管拥有不同尺寸的默认框 …
网页detector, named TextBoxes, which detects scene text with both high accuracy and efficiency in a single network forward pass, involving no post-process except for a standard non-maximum suppression. TextBoxes outperforms competing methods in terms of text localization accuracy and is much faster, taking only 0.09s per image in a fast ...
论文笔记：TextBoxes++: A Single-Shot Oriented Scene Text …
网页TextBoxes++在6个不同的scale下检测旋转文字，在测试过程中，将所有的bounding box汇集到一起并做一起级联的NMS。. 最后，将CRNN接在后端，利用文字识别的高语义去优化检测过程。. 1、网络结构: TextBoxes++使用的基础网络结构是比较经典的VGG16，保持前五个卷积层（conv1 ...
MhLiao/TextBoxes_plusplus - GitHub
网页TextBoxes++ is a unified framework for oriented scene text detection with a single network. It is an extended work of TextBoxes. CRNN is an open-source text recognizer. The code of TextBoxes++ is based on SSD and TextBoxes. The code of CRNN is modified from CRNN.
网页In this paper, we present an end-to-end trainable fast scene text detector, named TextBoxes++, which detects arbitrary-oriented scene text with both high accuracy and efficiency in a single network forward pass. No post-processing other than an efficient non-maximum suppression is involved.
TextBoxes | Proceedings of the Thirty-First AAAI Conference on ...
网页2017年2月4日 · This paper presents an end-to-end trainable fast scene text detector, named TextBoxes, which detects scene text with both high accuracy and efficiency in a single network forward pass, involving no post-process except for a standard non-maximum suppression. TextBoxes outperforms competing methods in terms of text localization accuracy and is ...
TextBoxes: A Fast Text Detector with a Single Deep Neural Network
网页2024年3月16日 · TextBoxes outperforms competing methods in terms of text localization accuracy and is much faster, taking only 0.09s per image in a fast implementation. Furthermore, combined with a text recognizer, TextBoxes significantly outperforms state-of-the-art approaches on word spotting and end-to-end text recognition tasks.