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Target tracking method and mobile device

A target tracking and mobile device technology, applied in the field of image processing, can solve problems such as easy to follow the target, poor tracking performance, efficiency and portability are difficult to meet the needs, etc.

Active Publication Date: 2017-08-18
XIAMEN MEITUZHIJIA TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

For example, the correlation filter-based tracking algorithm is easy to lose the target when the target is occluded, and the re-detection-based algorithm has poor tracking performance when the target is deformed. difficult to meet demand

Method used

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  • Target tracking method and mobile device
  • Target tracking method and mobile device

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Embodiment Construction

[0028] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0029] figure 1 A schematic structural diagram of a mobile device 100 according to an embodiment of the present invention is shown. refer to figure 1 , the mobile device 100 includes: a memory interface 102 , one or more data processors, image processors and / or a central processing unit 104 , and a peripheral interface 106 . Memory interface 102, one or more processors 104, and / or peripheral interface 106 may be discrete componen...

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Abstract

The present invention discloses a target tracking method. The method is implemented in a mobile device having the photographing function. The method comprises the steps of according to a user input, determining a target position within an initial frame, wherein the target position represents a target frame around the center of a target; based on the target position within the initial frame, training and generating a tracker and a detector, wherein the tracker is adapted to track the target in a photographed video in the frame-by-frame manner, and the detector is adapted to conduct the frame-by-frame detection for the target in the photographed video; for each subsequent image frame of the photographed video, tracking by the tracker to obtain the target position of the image frame and outputting a tracking response value; judging whether the tracking response value is greater than or equal to a threshold or not; if yes, continuing the target tracking for the next image frame; if not, starting the detector and outputting the target position of the corresponding image frame by the detector; keeping the detector to run continuously for a predetermined number of frames; and switching to the a tracker for continuously conducting the target tracking. The invention also discloses a corresponding mobile device.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to a target tracking method and a mobile device. Background technique [0002] When using mobile devices such as mobile phones for video shooting, photographers often hope that the shooting target can always be kept clear. For this reason, it is necessary to ensure that the focus of the camera of the mobile device is always aligned with the subject target during the shooting process. In reality, due to the irregular movement of the target and the occlusion relationship between different objects, it is very difficult to judge the position of the target. As a result, in many cases, the main target of the shooting becomes blurred due to out-of-focus. [0003] In movie shooting, the adjustment of focus is done manually by experienced photographers. This manual adjustment method is obviously not suitable for the simple operation requirements on mobile devices. Some existing mo...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/32G06K9/62G06F3/0484
CPCG06F3/0484G06V20/48G06V10/25G06F18/22G06F18/214
Inventor 徐展万鹏飞张长定张伟
Owner XIAMEN MEITUZHIJIA TECH
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