Unlock instant, AI-driven research and patent intelligence for your innovation.

Reflective garment recognition method and device, computer equipment and readable storage medium

A recognition method and reflective clothing technology, applied in the field of pattern recognition, can solve problems such as high false detection rate, affecting recognition accuracy, and large construction site scenes, and achieve the effects of suppressing false detection rate, improving classification accuracy, and improving accuracy

Pending Publication Date: 2021-02-09
GLODON CO LTD
View PDF0 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In this regard, the inventor found that the construction site scene has certain particularity compared with the conventional image recognition. The construction site scene is relatively large and the image content is complex. Using the reflective clothing recognition method of the prior art, it is easy to identify non-pedestrians as workers, and mistakenly recognize them as workers. The detection rate is high, which affects the recognition accuracy

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Reflective garment recognition method and device, computer equipment and readable storage medium
  • Reflective garment recognition method and device, computer equipment and readable storage medium
  • Reflective garment recognition method and device, computer equipment and readable storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0031]The embodiment of the present application provides a method for identifying reflective clothing. Through this method, pedestrians wearing reflective clothing in images of people captured by monitoring devices such as cameras are identified. Through this method, the accuracy of reflective clothing identification can be prompted. Then, when it is recognized that pedestrians are not wearing reflective clothing, they will call the police in time to improve the accuracy of the alarm. Specifically, figure 1 The flow chart of the reflective clothing identification method provided in Embodiment 1 of the present application, such as figure 1 As shown, the reflective clothing identification method provided in this embodiment includes the following steps S101 to S103.

[0032] Step S101: Obtain a person image.

[0033] Specifically, the person image data in the person image database to be recognized can be read as the person image, or the monitoring image data output by the upstre...

Embodiment 2

[0081] Corresponding to the above-mentioned first embodiment, the second embodiment of the present application provides a reflective clothing identification device, corresponding technical feature details and corresponding technical effects can refer to the above-mentioned first embodiment, and will not be repeated in this embodiment. Figure 4 The block diagram of the reflective clothing identification device provided for the second embodiment of the present application, such as Figure 4 As shown, the device includes: an acquisition module 201 , a detection module 202 and a classification module 203 .

[0082] The acquisition module 201 is used to acquire a person image; it is used to determine the pedestrian area image in the person image through the pedestrian detection model; and the classification module 203 is used to determine the classification of the pedestrian area image through the reflective clothing classification model, wherein, The classification includes a fir...

Embodiment 3

[0090] Embodiment 3 also provides a computer device, such as a smart phone, a tablet computer, a notebook computer, a desktop computer, a rack server, a blade server, a tower server or a cabinet server (including an independent server, Or a server cluster composed of multiple servers), etc. Such as Figure 5 As shown, the computer device 01 in this embodiment at least includes but is not limited to: a memory 012 and a processor 011 that can communicate with each other through a system bus, such as Figure 5 shown. It should be pointed out that, Figure 5 Only the computer device 01 is shown with components memory 012 and processor 011, but it should be understood that implementing all of the illustrated components is not a requirement and that more or fewer components may instead be implemented.

[0091] In this embodiment, the memory 012 (that is, a readable storage medium) includes a flash memory, a hard disk, a multimedia card, a card-type memory (for example, SD or DX m...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention provides a reflective garment recognition method and device, computer equipment and a readable storage medium. The method comprises the following steps: acquiring a figure image; determining a pedestrian area image in the figure image through a pedestrian detection model; and determining the classification of the pedestrian area image through a reflective garment classification model, the classification including a first category representing that a pedestrian has worn a reflective garment, a second category representing that the pedestrian has not worn a reflective garment, anda third category representing that the pedestrian area image does not include a pedestrian image. According to the invention, the identification accuracy of the reflective garment can be improved.

Description

technical field [0001] The present application relates to the technical field of pattern recognition, and in particular to a method, device, computer equipment and readable storage medium for reflective clothing recognition. Background technique [0002] With the development of the construction industry, the construction equipment on the construction site is becoming larger and larger, and the construction scenes are becoming more and more complex, and the potential construction risks are also increasing. Therefore, the safety of construction workers on construction sites has become particularly important. Reflective clothing plays a warning and eye-catching role due to high reflectivity, and can protect construction workers during day or night construction. Therefore, it is necessary to automatically identify and judge whether the construction workers are wearing reflective clothing, and if any staff members are not wearing reflective clothing, they need to call the police...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06K9/00G06K9/62
CPCG06V40/10G06F18/241
Inventor 杨林李波
Owner GLODON CO LTD