A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Intelligent door and window automatic control method and system
The invention discloses an intelligent door and window automatic control method and system, and relates to the technical field of intelligent home furnishing.The system achieves accurate recognition of family members through a data acquisition module and a feature recognition module, and the data acquisition module uses an image preprocessing unit and a data collection unit to acquire image data; according to the invention, multi-angle and multi-pose image data including children and pets can be collected, and the data is cleaned and marked through the preprocessing step, so that the accuracy of subsequent identification is improved. In the feature recognition module, the system adopts a support vector machine learning algorithm, the child image features Et and the pet image features Cw are input into a classifier, and feature vectors of child and pet recognition conditions are output, the recognition method based on the support vector machine SVM can more accurately distinguish the child and the pet, and the recognition efficiency is improved. The possible misjudgment or missed judgment situation and the accurate judgment situation for distinguishing adults in a traditional method are avoided, and the stability and reliability of the system are improved.
本发明公开了一种智能门窗自动控制方法及系统，涉及智能家居技术领域，该系统通过数据采集模块和特征识别模块，实现了对家庭成员的精准识别，数据采集模块利用图像预处理单元和数据收集单元，能够收集到包括儿童和宠物的多角度和多姿态的图像数据，并通过预处理步骤对数据进行清洗和标记，从而提高了后续识别的准确性。在特征识别模块中，系统采用支持向量机学习算法，将儿童图像特征Et和宠物图像特征Cw输入到分类器中，输出对儿童和宠物识别情况的特征向量，这种基于支持向量机SVM的识别方法，能够更加准确地区分儿童和宠物，避免了传统方法中可能存在的误判或漏判情况以及区别大人的精准判断情况，提高了系统的稳定性和可靠性。
Intelligent door and window automatic control method and system
The invention discloses an intelligent door and window automatic control method and system, and relates to the technical field of intelligent home furnishing.The system achieves accurate recognition of family members through a data acquisition module and a feature recognition module, and the data acquisition module uses an image preprocessing unit and a data collection unit to acquire image data; according to the invention, multi-angle and multi-pose image data including children and pets can be collected, and the data is cleaned and marked through the preprocessing step, so that the accuracy of subsequent identification is improved. In the feature recognition module, the system adopts a support vector machine learning algorithm, the child image features Et and the pet image features Cw are input into a classifier, and feature vectors of child and pet recognition conditions are output, the recognition method based on the support vector machine SVM can more accurately distinguish the child and the pet, and the recognition efficiency is improved. The possible misjudgment or missed judgment situation and the accurate judgment situation for distinguishing adults in a traditional method are avoided, and the stability and reliability of the system are improved.
本发明公开了一种智能门窗自动控制方法及系统，涉及智能家居技术领域，该系统通过数据采集模块和特征识别模块，实现了对家庭成员的精准识别，数据采集模块利用图像预处理单元和数据收集单元，能够收集到包括儿童和宠物的多角度和多姿态的图像数据，并通过预处理步骤对数据进行清洗和标记，从而提高了后续识别的准确性。在特征识别模块中，系统采用支持向量机学习算法，将儿童图像特征Et和宠物图像特征Cw输入到分类器中，输出对儿童和宠物识别情况的特征向量，这种基于支持向量机SVM的识别方法，能够更加准确地区分儿童和宠物，避免了传统方法中可能存在的误判或漏判情况以及区别大人的精准判断情况，提高了系统的稳定性和可靠性。
Intelligent door and window automatic control method and system
一种智能门窗自动控制方法及系统
LI KANGMEI (author) / YANG HUIHUI (author)
2024-08-06
Patent
Electronic Resource
Chinese
IPC:
E05F
DEVICES FOR MOVING WINGS INTO OPEN OR CLOSED POSITION
,
Vorrichtungen zum Bewegen der Flügel in die Offen- oder Schließstellung
/
G06T
Bilddatenverarbeitung oder Bilddatenerzeugung allgemein
,
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
/
G06V
/
G08B
SIGNALLING OR CALLING SYSTEMS
,
Signalisier- oder Rufsysteme
Intelligent door and window system and automatic control method thereof
| European Patent Office | 2023
| European Patent Office | 2023