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Video copy detection method and system based on soft cascade model sensitive to deformation

A technology of video copy detection and soft cascading, which is applied in the field of computer networks to achieve the effect of improving the effect of copy detection, fast calculation, and improving the speed of copy detection

Inactive Publication Date: 2012-10-17
PEKING UNIV +1
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Problems solved by technology

[0014] Aiming at the large-scale video copy detection problem involving complex deformation, the present invention proposes a video copy detection method and system based on a deformation-sensitive soft cascade TSSC (Transformation-Sensitive Soft Cascade) model

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  • Video copy detection method and system based on soft cascade model sensitive to deformation
  • Video copy detection method and system based on soft cascade model sensitive to deformation
  • Video copy detection method and system based on soft cascade model sensitive to deformation

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Embodiment Construction

[0060] The present invention will be described in detail below in conjunction with the embodiments and accompanying drawings.

[0061] A video copy detection method based on deformation-sensitive soft cascade model, the overall process can be found in image 3 . Wherein, the preprocessing operation includes the following steps:

[0062] Step 11: Extract visual key frames; the present invention extracts visual key frames at equal intervals at a frequency of 3 frames per second. The sampling rate of 3 frames per second can discard most of the video frames while maintaining the main visual content of the video, saving the time and space cost of visual frame retrieval.

[0063] Step 12: Extract audio frames; for this, the audio track of the video is first divided into 90-millisecond audio words with a 60-millisecond overlap between adjacent audio words, and then 198 consecutive audio words form a 6-second long For audio frames, adjacent audio frames share 178 audio words, that ...

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Abstract

The invention provides a video copy detection method and a video copy detection system based on a soft cascade model sensitive to deformation. The method comprises the following steps of: preprocessing, namely extracting vision key frames and audio frames of which the formats are consistent from an inquiry video; identifying deformation, namely distinguishing the type of the deformation of the inquiry video, and transmitting the type information to a cascade detector chain corresponding to the type; and detecting, namely sequentially processing the inquiry video by detectors in the cascade detector chain until a certain detector determines that the inquiry video is a copy or all the detectors determine that the inquiry video is not a copy, wherein in a certain detector, the vision key frames or the audio frames of the inquiry video are searched according to a vision characteristic or an audio characteristic; and then a time domain pyramid trusted platform module (TPM) is used for integrating search results of the frame layers into a copy detection result of a video layer. According to the method and the system, whether the inquiry video is a copy of a given reference video base can be accurately and quickly distinguished; and the method and the system have great significance in application to the fields of digital copyright management, advertisement tracking, video content filtration and the like.

Description

technical field [0001] The present invention provides a video copy detection method and system based on a deformation-sensitive soft cascade model, which can accurately and quickly identify whether a query video is a copy of a given reference video library, and can be used in digital rights management, advertisement tracking, video content, etc. Filtration and other fields have important applications. The invention belongs to the technical field of computer network. Background technique [0002] With economic and cultural development and technological progress, the global film and television industry has been growing steadily in recent years. In 2011 alone, my country's movie box office exceeded 13.1 billion yuan, an increase of 28.93% compared with 2010, and the global movie box office hit a new high of 32.6 billion US dollars. The film and television industry has become one of the pillar industries in many countries. For example, in 2009 alone, the film and television in...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
Inventor 田永鸿姜梦林黄铁军
Owner PEKING UNIV
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