Infant motion analysis system and infant vision analysis system based on motion

Abstract

The present invention relates to an action analysis system for infants and young children and an action-based vision analysis system for infants and young children, wherein the action analysis system for infants and young children comprises: a face area generation module, which is used to identify the human face in the input video frame by frame, and obtain the face area The target video extraction module is used to predict the age of the person corresponding to the face area, remove the face area except the infant face area, and obtain the target video; the key part positioning module is used to locate the infant in the target video. The key parts of the key parts are cut out according to different key parts; the specific action analysis module is used to analyze whether a specific action occurs in the video of the key parts, and obtain the analysis results. Through the present invention, the data for infant vision assessment can be acquired more intelligently, conveniently and accurately.

Description

technical field [0001] The present invention relates to the technical field of video processing, and more specifically, to an infant action analysis system and an action-based infant vision analysis system. Background technique [0002] The shortcomings of the existing infant vision assessment and eye disease screening technology mainly include the following points: [0003] 1. High requirements for testing personnel and testing conditions: Whether it is the Teller visual acuity card or the children's graphic vision chart, professional measuring personnel are required to operate in a standard measurement environment, and there are high requirements for the testing environment, testing equipment and testing personnel. Requirements, the cost of manpower and material resources are high. [0004] 2. The scope of application is relatively limited: ①The vision assessment process of children's graphic vision cards requires children to be able to understand the measurement process ...

AI Technical Summary

Problems solved by technology

[0003] 1. High requirements for testing personnel and testing conditions: Whether it is the Teller visual acuity card or the children's graphic vision chart, professional measuring personnel are required to operate in a standard measurement environment, and there are high requirements for the testing environment, testing equipment and testing personnel. Requirements, manpower and material costs are high

[0004] 2. The scope of application is relatively limited: ①The vision assessment process of children's graphic vision cards requires children to understand the measurement process and be able to interact with the measurer and make correct responses

However, infants under the age of 3 usually cannot understand this process well due to their immature cognitive development, and cannot cooperate with the measurement.

[0005] ②The visual acuity assessment process of the Teller visual acuity card requires children to be able to look at the measurement card in front of them normally, but some children under the age of 3 show tension, fear and other emotions in the standard testing environment, accompanied by crying, etc., which seriously affect the normal vision test Behavior of the process that seriously affects the accuracy of test results or fails to obtain valid test results

[0006] 3. Subjectivity of test results: The Teller visual acuity card requires the tester to judge the child's vision based on the child's response to different cards, but this judgment is subjective, which makes the repeatability of the measurement results low

[0007] 4. Limitation of the test environment: Due to the requirements of the test equipment and environment during the test process, the existing vision assessment technology cannot be carried out in the daily life environment, resulting in the inability to carry out large-scale screening of visual impairment in infants and young children at this stage (such as daily environmental screening)

[0008] In summary, due to the particularity of the measurement population, the cost and performance of traditional measurement methods restrict the vision measurement of infants under 3 years old, making it difficult to carry out early screening for visual impairment in a large area of ​​infants and young children based on the existing technology. A large number of visually impaired children missed the best opportunity for treatment, irreversible visual damage, and developed lifelong low vision and blindness, which caused enormous pressure on family, medical and social resources

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