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Target tracking method and device

A target tracking and target technology, applied in the field of computer vision, can solve problems such as poor target tracking methods, and achieve the effect of solving poor results, suppressing drift, and improving the success rate.

Active Publication Date: 2019-05-10
BEIJING MOSHANGHUA TECH CO LTD
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  • Abstract
  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

[0005] The main purpose of this application is to provide a target tracking method and device to solve the problem of poor effect of the target tracking method

Method used

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Embodiment Construction

[0033] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of this application.

[0034] It should be noted that the terms "first" and "second" in the description and claims of the present application and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It should be understood that the data so used may be interchanged under appropriate circumstances for...

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Abstract

The invention discloses a target tracking method and device. The method comprises the following steps: extracting image features from an image target candidate region of a video frame, and outputtingan initial response value; smoothing an initial response value of the video frame; and updating the response value, and determining the position information of the target in the video frame. The technical problem that the target tracking method is poor in effect is solved. For the output response of a network, scale transformation is often caused; according to the method, the phenomena of multi-peak, drifting occur due to complex target states such as sudden motion and the like, the similarity relation between adjacent super-pixel blocks of the image is fully considered, the initial response value is constrained by utilizing the relation, the drifting phenomenon in the tracking process is inhibited, and then the position information of the target is corrected. And therefore, the tracking precision and the tracking efficiency of the target tracking method are improved.

Description

technical field [0001] The present application relates to the field of computer vision, in particular, to a method and device for object tracking. Background technique [0002] Object tracking is one of the research hotspots in the field of computer vision. It is widely used in practical problems such as video surveillance and human-computer interaction, and has important research value. However, limited by the complexity of the actual environment, such as occlusion, illumination changes, target deformation, and similar background interference, the tracking method of correlation filtering can meet the actual application requirements to a certain extent in terms of accuracy, robustness, and real-time performance. . [0003] The inventors found that, in the tracking method of correlation filtering, a drift phenomenon occurs during the tracking process, which further affects the tracking accuracy. [0004] Aiming at the problem of poor effect of the target tracking method in ...

Claims

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Application Information

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IPC IPC(8): G06T7/246
Inventor 刘彬张默
Owner BEIJING MOSHANGHUA TECH CO LTD
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