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Video frame description information acquisition method and device and electronic equipment

A technology for obtaining information and describing information, applied in the direction of neural learning methods, instruments, biological neural network models, etc., can solve problems such as unprominent themes and lack of logic in descriptions

Pending Publication Date: 2021-06-15
HUNAN UNIV OF SCI & ENG
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  • Abstract
  • Description
  • Claims
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Problems solved by technology

[0005] The purpose of the embodiment of the present invention is to provide a video frame description information acquisition method, device and electronic equipment to solve the problems that the existing description lacks logic and the subject of the sentence description is not prominent

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  • Video frame description information acquisition method and device and electronic equipment
  • Video frame description information acquisition method and device and electronic equipment
  • Video frame description information acquisition method and device and electronic equipment

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Embodiment Construction

[0035] The implementation of the present invention will be illustrated by specific specific examples below, and those skilled in the art can easily understand other advantages and effects of the present invention from the contents disclosed in this specification.

[0036] In the following description, for purposes of illustration rather than limitation, specific details, such as specific system architectures, interfaces, and techniques, are set forth in order to provide a thorough understanding of the present invention. It will be apparent, however, to one skilled in the art that the invention may be practiced in other embodiments without these specific details. In other instances, detailed descriptions of well-known systems, circuits, and methods are omitted so as not to obscure the description of the present invention with unnecessary detail.

[0037] In the description of the present invention, it should be understood that the terms "first" and "second" are used for descrip...

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Abstract

The embodiment of the invention discloses a video frame description information acquisition method and device and electronic equipment. The acquisition method comprises the following steps: acquiring a single-frame feature of a target video and a feature of a related frame based on Cauchy distribution; fusing the single-frame features of the target video and the features of the related frames based on Cauchy distribution to obtain a video frame sequence of the target video; inputting the video frame sequence of the target video into a preset neural network to obtain a word sequence; and obtaining description information of the target video according to the word sequence. According to the method for generating the video frame description through theme perception, the frame description which is smooth in logic, coherent in semantics and clear in theme is obtained.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of video processing, and in particular to a method, device and electronic equipment for acquiring video frame description information. Background technique [0002] Faced with the explosive increase of video data and so much video information, we can accurately describe the video information to help the retrieval of video tasks, transform the video domain into the language domain, and speed up retrieval tasks. Intelligent robots can use video descriptions to extract a series of instructions to complete some repetitive tasks, enabling them to perform video event reproduction tasks. The research on video description is of great significance to the field of data mining and intelligent robot in today's society. There is also an urgent need to improve the accuracy, logic, and artistry of video descriptions. In conclusion, the research on video description has established a "communication" ...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06N3/04G06N3/08
CPCG06N3/08G06V20/47G06N3/044
Inventor 唐雅媛胡斌罗恩韬吴晴
Owner HUNAN UNIV OF SCI & ENG
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