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Indoor scene detection method based on target detection and personnel attribute identification

A technology for human attribute and target detection, applied in the field of image processing

Pending Publication Date: 2021-09-07
NO 54 INST OF CHINA ELECTRONICS SCI & TECH GRP
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The purpose of the present invention is to address the above problems, and propose an indoor scene detection method based on target detection and personnel attribute recognition, which can solve the problem of intelligent detection of indoor scenes in urban emergency protection, and can be used to detect important targets in indoor scenes, and Attribute recognition of indoor personnel

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  • Indoor scene detection method based on target detection and personnel attribute identification
  • Indoor scene detection method based on target detection and personnel attribute identification
  • Indoor scene detection method based on target detection and personnel attribute identification

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Embodiment Construction

[0023] The technical solutions and effects of the present invention will be described in detail below with reference to the accompanying drawings.

[0024] An indoor scenario detection method based on target detection and personality identification, including the following steps:

[0025] Step 1. Collect indoor scene image data;

[0026] Step 2, the image data acquired by step 1 is input to the indoor target detection model, and the indoor target is detected, and the type of indoor target is obtained;

[0027] Step 3, if the indoor target is a person, then go to step 4, otherwise output the target type and end the flow;

[0028] Step 4, the image data input of the image data acquired step 1 is identified, and the person attribute is identified, and the person attribute is output, and the person is output.

[0029] The establishment of the indoor target detection model and the person attribute recognition model in this method is:

[0030] First, build an indoor target detection dat...

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Abstract

The invention discloses an indoor scene detection method based on target detection and personnel attribute recognition, and belongs to the technical field of image processing. The method comprises the following steps: acquiring indoor scene image data; inputting the acquired image data into an indoor target detection model, and detecting the indoor target to obtain the type of the indoor target; and if the indoor target is a person, inputting the acquired image data into a person attribute identification model, identifying person attributes, and obtaining and outputting the person attributes, otherwise, outputting a target type, and completing target detection and person attribute identification. According to the method, the indoor scene detection problem is divided into indoor target detection and indoor personnel attribute identification, intelligent detection of the indoor scene is realized, the method can face urban emergency guarantee, and the problem of intelligent detection of the indoor scene is solved.

Description

Technical field [0001] The present invention belongs to the field of image processing, in particular, an indoor scenario detection method based on target detection and personality identity. Background technique [0002] Urban emergency protection generally refers to the activities and plans of preventive, response, and recovery of emergency emergency emergency, such as emergency surveys, materials transportation, communication guarantee, post-disaster search and rescue, etc. Important Industries from the Issues of People 's Livelihood. However, traditional technology and equipment is difficult to meet the diverse and urgent task model of urban emergency support. In recent years, unmanned equipment represented by drones has a positive role in emergency communication, search rescue, material transportation, etc. in terms of emergency communication, search rescue, material transportation, etc. [0003] However, the application of unmanned equipment in urban emergency protection stil...

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Application Information

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IPC IPC(8): G06K9/00G06K9/62
CPCG06F18/214
Inventor 陈彦桥张小龙柴兴华陈韬亦彭会湘关俊志耿虎军高峰
Owner NO 54 INST OF CHINA ELECTRONICS SCI & TECH GRP