Method and device for detecting human body
A technology of human body and human body characteristics, applied in the field of human body detection, can solve the problems of large amount of calculation, difficult to achieve real-time processing, complex human body detection processing process, etc., to achieve the effect of simplifying the process and improving efficiency
Active Publication Date: 2019-10-25
BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
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After that, the minimum bounding box of the human body is extracted from the original image, and then the key point recognition of the human body is performed on the extracted minimum bounding box of the human body. processing request
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[0029] The application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain related inventions, rather than to limit the invention. It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings.
[0030]It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other. The present application will be described in detail below with reference to the accompanying drawings and embodiments.
[0031] figure 1 It shows an exemplary system architecture 100 to which embodiments of the method for detecting a human body or the device for detecting a human body of the present application can be applied.
[0032] Such as figure 1 As shown, the system architecture 100 ma...
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The embodiment of the present application discloses a method and a device for detecting a human body. A specific implementation of the method includes: acquiring an image to be detected, wherein the image to be detected includes an image of a human body; importing the image to be detected into a pre-established human key point detection model to obtain a human body in the image to be detected The body frame of the human body corresponding to the image, the position of key points of the human body, and the judgment result of whether the key points of the human body belong to the human body, wherein the key point detection model of the human body is used to represent the human body frame and key points of the human body corresponding to the human body image in the image. Point positions and the corresponding relationship of the judgment result of whether the key points of the human body belong to the human body; output the human body border of the human body corresponding to the human body image in the image to be detected, the position of the key points of the human body, and the judgment result of whether the key points of the human body belong to the human body. This embodiment simplifies the process of human body detection and improves the efficiency of human body detection.
Description
technical field [0001] The embodiments of the present application relate to the field of computer technology, specifically to the field of image processing technology, and in particular to a method and device for detecting a human body. Background technique [0002] Human detection has many important applications in the field of computer vision, such as video surveillance, image retrieval, human-computer interaction, driving assistance systems, and so on. The goal of human detection is to output the locations of all human bodies in the image. At this stage, the original image including the human body image can be processed first to obtain the minimum bounding box of the human body in the original image. After that, the minimum bounding box of the human body is extracted from the original image, and then the key point recognition of the human body is performed on the extracted minimum bounding box of the human body. processing requirements. Contents of the invention [0...
Claims
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IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08G06V10/764G06V10/774G06V10/776
CPCG06N3/084G06V40/10G06N3/045G06F18/2413G06F18/24147G06N3/08G06V40/103G06V10/752G06V10/462G06V10/82G06V10/776G06V10/764G06V10/774G06F18/214G06N7/01
Inventor 翁仁亮
Owner BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD