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Behavior recognition method and device based on binary sensor and storage medium

An identification method and sensor technology, applied to instruments, alarms, etc., can solve problems such as inconvenient use and easy invasion of privacy

Active Publication Date: 2019-10-18
CHUZHOU UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] Purpose of the invention: The purpose of the invention is to provide a behavior recognition method, device and storage medium based on a binary sensor, which can solve the technical problems of "easy to violate privacy" and "inconvenient to use" existing in the prior art

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  • Behavior recognition method and device based on binary sensor and storage medium
  • Behavior recognition method and device based on binary sensor and storage medium
  • Behavior recognition method and device based on binary sensor and storage medium

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Embodiment Construction

[0060] This specific embodiment discloses a behavior recognition method based on a binary sensor, such as figure 1 shown, including the following steps:

[0061] S1: Preprocessing the data collected by the binary sensor to obtain the preprocessed binary sensor data;

[0062] S2: Segment processing the preprocessed binary sensor data obtained in step S1 based on space constraints and time constraints, to obtain segmented binary sensor data;

[0063] S3: Mapping and converting the segmented binary sensor data obtained in step S2 into a one-dimensional character string, and processing the one-dimensional character string to obtain a behavior pattern candidate set;

[0064] S4: Identify a specific behavior pattern from the behavior pattern candidate set obtained in step S3.

[0065] In step S1, the preprocessing process is: filtering invalid data in the data collected by the binary sensor; the invalid data meets at least one of the following three conditions:

[0066] Condition...

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Abstract

The invention discloses a behavior recognition method based on a binary sensor. The method comprises the steps that S1, data collected by the binary sensor is preprocessed, and preprocessed binary sensor data is obtained; S2, the preprocessed binary sensor data obtained in the step S1 is subject to segmentation processing based on space constraint and time constraint, and segmented binary sensor data is obtained; S3, the segmented binary sensor data obtained in the step S2 is mapped and converted into a one-dimensional string, and the one-dimensional string is processed to obtain a behavior pattern candidate set; and S4, a specific behavior pattern is recognized from the behavior pattern candidate set obtained in the step S3. The invention further discloses a behavior recognition device based on the binary sensor and a computer storage medium. The method is convenient to use, free of privacy invasion, high in accuracy, low in calculation complexity and low in cost.

Description

technical field [0001] The invention relates to behavior recognition, in particular to behavior recognition of nursing homes or elderly people living alone. Background technique [0002] The prior art has disclosed an invention patent application with the application number 201310489096.8 and the invention title "A Method for Monitoring Dangerous Behaviors of the Elderly in Nursing Homes", in which a method based on the combination of target tracking and behavior recognition is proposed to monitor the activities of the elderly in nursing homes in their daily life. A program for monitoring and alerting the elderly of dangerous and abnormal behavior. However, this solution requires a large number of cameras to be placed in the home environment for all-round and multi-angle monitoring, which easily violates the privacy of the elderly. [0003] The prior art also discloses a monitoring method based on wearable sensors, but it needs to be worn every day, which is very inconvenie...

Claims

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Application Information

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IPC IPC(8): G08B21/04
CPCG08B21/0407G08B21/0438
Inventor 陈海宝赵生慧陈桂林赵玉艳刘进军赵亮张志勇
Owner CHUZHOU UNIV
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