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Text line detection method, device and system

A detection method and text line technology, applied in the direction of instruments, biological neural network models, calculations, etc., can solve the problems of actual position deviation, inability to accurately detect text areas, and no effective solutions, so as to achieve the effect of improving accuracy

Active Publication Date: 2021-08-10
BEIJING KUANGSHI TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Since the above method is to determine the specific position of the text in the picture on the premise that the straight line form of the text exists, there will be a significant deviation between the determined specific position and the actual position of the text, and ultimately it will not be able to effectively identify the text in the picture. irregularly shaped text
[0004] For the problem that the above text detection method cannot accurately detect the text area in the picture, no effective solution has been proposed

Method used

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  • Text line detection method, device and system
  • Text line detection method, device and system
  • Text line detection method, device and system

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0032] First, refer to figure 1 An example electronic device 100 for implementing the text line detection method, device and system of the embodiments of the present invention will be described.

[0033] like figure 1 Shown is a schematic structural diagram of an electronic device. The electronic device 100 includes one or more processors 102, one or more storage devices 104, an input device 106, an output device 108, and an image acquisition device 110. These components pass through a bus system 112 and / or other forms of connection mechanisms (not shown). It should be noted that figure 1 The components and structure of the electronic device 100 shown are only exemplary, not limiting, and the electronic device may also have other components and structures as required.

[0034] The processor 02 can be implemented in at least one hardware form of a digital signal processor (DSP), a field programmable gate array (FPGA), and a programmable logic array (PLA), and the processor 1...

Embodiment 2

[0041] see figure 2 A flow chart of a text line detection method is shown, the method can be executed by the electronic device provided in the foregoing embodiment, and the method specifically includes the following steps:

[0042] Step S202, acquiring an image to be detected.

[0043] In the embodiment of the present invention, the image to be detected may be an image frame in a video stream collected by a camera, or may be a picture collected by a device such as a camera. There may be a text line in the image to be detected, and the text line may be in the form of words, characters, etc., and its shape may be straight, curved or other irregular.

[0044] Step S204, acquiring attribute information of each pixel in the image to be detected.

[0045] The above attribute information includes: area attribute information, centerline attribute information, radius attribute information and slope attribute information. Among them, the area attribute information can indicate wheth...

Embodiment 3

[0078] For the text line detection method provided in Embodiment 2, the embodiment of the present invention provides a text line detection device, see Image 6 A structural block diagram of a text line detection device shown, including:

[0079] An image acquisition module 602, configured to acquire an image to be detected;

[0080] An attribute acquisition module 604, configured to acquire attribute information of each pixel in the image to be detected; the attribute information includes: area attribute information, centerline attribute information, radius attribute information and slope attribute information;

[0081] The area marking module 606 is configured to mark the area where the text line is located in the image to be detected according to the attribute information of each pixel.

[0082] The text line detection device provided by the embodiment of the present invention can determine the region attribute information, centerline attribute information, radius attribute...

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Abstract

The present invention provides a text line detection method, device and system, which relate to the technical field of text detection. The method includes: obtaining an image to be detected; obtaining attribute information of each pixel in the image to be detected; the attribute information includes: area attribute information, Centerline attribute information, radius attribute information and slope attribute information; according to the attribute information of each pixel, mark the area where the text line is located in the image to be detected. The embodiment of the present invention can determine the region attribute information, centerline attribute information, radius attribute information and slope attribute information of each pixel in the image to be detected, and can accurately represent a text line of any shape; after obtaining the above attribute information, it can be based on each The attribute information marks the area where the text line is located in the image to be detected, so that the irregularly shaped text line can be effectively detected, and the accuracy of marking the area where the text line is located can be improved.

Description

technical field [0001] The technical field of text detection of the present invention, in particular, relates to a text line detection method, device and system. Background technique [0002] Text detection, as a necessary prerequisite for text information recognition, has been further improved with the development of neural networks and image big data. Existing text detection methods in natural scenes often assume that the text in the picture exists in the form of a straight line, and the detection result uses a rectangular frame or a quadrilateral frame to indicate the location of the text. In fact, irregularly shaped text is ubiquitous in real-world scenarios, such as curved text lines. [0003] Since the above method is to determine the specific position of the text in the picture on the premise that the straight line form of the text exists, there will be a significant deviation between the determined specific position and the actual position of the text, and ultimatel...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/34G06K9/62G06K9/00G06N3/04
CPCG06V30/40G06V30/153G06V10/758G06V30/10G06N3/045
Inventor 贺欣姚聪
Owner BEIJING KUANGSHI TECH CO LTD