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Method and system for detecting moving object
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A moving target and pixel point technology, applied in the field of moving target detection, can solve the problems of high cost, shortened effective monitoring distance, hardware cost and wide application
Inactive Publication Date: 2013-07-17
成都神州数码索贝科技有限公司
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This is because, on the one hand, the effective monitoring distance of laser or CCD sensors based on vision will be greatly shortened under such conditions, and cannot provide effective confirmation information for radar sensors, while sensors based on infrared can only detect thermal signals. It is impossible to achieve effective detection of non-heat dissipation signals in the scene; on the other hand, this method is relatively expensive, and the expensive hardware cost also limits its wide application in practice
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Embodiment 1
[0079] Embodiment 1, a moving target detection system, comprising:
[0080] The distance map acquisition module is used to perform inter-frame difference on the input video image data to obtain a frame difference image, establish a background model according to the frame difference image, and obtain a background image; compare the current frame image and the background image to obtain a distance map;
[0081] The whole image enhancement module is used to increase the distance between the pixel value of the moving target pixel and the noise pixel on the distance map to obtain the enhanced distance map of the whole image; stated gap;
[0082] The detection module is used to determine the circumscribed rectangle of the moving target in the current frame image according to the enhanced distance map of the whole image.
[0083] In this example, if figure 1 As shown, the detection module may specifically include:
[0084] The thick frame acquisition sub-module is used to obtain the...
Embodiment 2
[0156] Embodiment 2, a moving target detection method suitable for very low-contrast scenes, including:
[0157] Perform inter-frame difference on the input video image data to obtain a frame difference image, establish a background model according to the frame difference image, and obtain a background image; compare the current frame image and the background image to obtain a distance map;
[0158] Enlarging the distance between the pixels of the moving target and the noise pixels on the distance map to obtain the enhanced distance map of the whole image;
[0159] According to the enhanced distance map of the whole image, the circumscribed rectangle of the moving target in the current frame image is determined.
[0160] In this embodiment, the step of performing inter-frame difference on the input video image data to obtain the frame difference image may specifically include:
[0161] Sequentially read in the data of each image frame; compare the similarity of the i-th frame...
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Abstract
The invention discloses a system for detecting a moving object, which comprises a distance map acquisition module, a total map enhancement module and a detection module; wherein the distance map acquisition module is used to carry out inter-frame differentiation to the input video image data and to build up a background module according to the frame differentiated image to obtain a background image; the current image and the background image are compared to obtain a distance map; the total map enhancement module is used to increase the disparity of the pixel values of the pixel point of the moving object and the noise pixel point on the distance map to obtain a totally enhanced distance map; and the detection module is used to determine the enclosing rectangle of the moving object in thecurrent image according to the totally enhanced distance map. The system improves the stability of the background module and enables the background module to be free from the influence of the moving object at the current scene, and the system is suitable for the detection of moving objects at very low contrast.
Description
technical field [0001] The invention relates to the field of moving target detection, in particular to a moving target detection method and system. Background technique [0002] In recent years, video surveillance technology has been more and more used in the security field. With the continuous growth of the amount of surveillance data, surveillance personnel need to spend a lot of time manually filtering the data and selecting useful video information from them. Repetitive work often overwhelms them. Surveillance personnel urgently need a product that is easier to work, easier to operate and manage to replace the original system. As a result, intelligent video technology came into being and entered people's lives. [0003] Intelligent Video (IV, Intelligent Video) introduces the computer vision (CV, Computer Vision) method into video surveillance. This technology includes automatic detection of moving objects, object tracking, object classification, and behavioral unders...
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