System for detecting human face blur in real-time video streams, used in e.g. public surveillance, has main unit which is used with open source computer vision (OpenCV) for real- time air quality predicting in megacities, where real-time air quality predictions are made based on input features
	KALIYAMURTHIE K P; BHAVANA D; MOUNIKA S N V; SHARMILA B; DEEPIKA S; SOWMYA S; BAALAJI K
	2023-10-16
专利权人	BHARATH HIGHER EDUCATION & RES INST (BHAR-Non-standard)
申请日期	2023-10-16
专利号	IN202341069505-A
成果简介	NOVELTY - The system has main unit which is used with open source computer vision (OpenCV) for real- time air quality predicting in megacities, collecting air quality data from various sources such as air quality sensors, weather data, and traffic data, and preprocessing data to remove any missing values or outliers, uses training data to train the algorithm, while the test data is used to evaluate performance. OpenCV provides a range of machine learning algorithms that are used for air quality prediction, including support vector machines (SVM), 7 k-nearest neighbors (k-NN), and decision trees. The algorithms are trained on the extracted features to predict air quality in real-time. Once the algorithm is trained, and real-time air quality predictions are made based on the input features such as temperature, humidity, wind speed, and traffic volume. USE - System for detecting human face blur in real-time video streams, used in public surveillance, video conferencing, and personal video recordings. ADVANTAGE - The system is designed to be scalable, robustness and efficient, and allowed for real-time blurring of faces in video streams with high frame rates, detecting blur faces effectively while preserving the quality of the video. The additional layer of privacy protection in video streams is provided to ensure that personal information is kept secure.
IPC 分类号	G06F-021/62 ; G06T-005/00 ; G06T-005/20 ; G06T-007/571 ; H04N-007/15
国家	印度
专业领域	信息技术
语种	英语
成果类型	专利
文献类型	科技成果
条目标识符	http://119.78.100.226:8889/handle/3KE4DYBR/19830
专题	中国科学院新疆生态与地理研究所
作者单位	BHARATH HIGHER EDUCATION & RES INST (BHAR-Non-standard)
推荐引用方式 GB/T 7714	KALIYAMURTHIE K P,BHAVANA D,MOUNIKA S N V,et al. System for detecting human face blur in real-time video streams, used in e.g. public surveillance, has main unit which is used with open source computer vision (OpenCV) for real- time air quality predicting in megacities, where real-time air quality predictions are made based on input features. IN202341069505-A[P]. 2023.

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