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Binocular stereoscopic vision target detection equipment and method

A binocular stereo vision and target detection technology, applied in the computer field, can solve the problems of large host computer, high power consumption, and high heat generation

Inactive Publication Date: 2019-08-06
DEEPBLUE TECH (SHANGHAI) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, the inventors found that the GPU has the disadvantages of high power consumption and high heat generation during parallel data processing, and the host computer matched with the GPU is generally large in size, and there is a space limitation in the application on the aircraft or vehicle, which reduces the user experience

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  • Binocular stereoscopic vision target detection equipment and method
  • Binocular stereoscopic vision target detection equipment and method
  • Binocular stereoscopic vision target detection equipment and method

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Embodiment Construction

[0044] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, not all of them. Based on the embodiments of the present application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present application.

[0045] The binocular stereo vision target detection device provided by the embodiment of the present invention can be applied to an automatic driving vehicle. The device obtains the binocular vision image of the scene through the binocular camera, and passes through the binocular stereo vision distance measurement and the convolutional neural network. The processing of target detection establishes a three-dimensional stereoscopic image, and obtains the ...

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Abstract

The invention discloses binocular stereoscopic vision target detection equipment and method. A binocular camera in the equipment collects a left image and a right image; a programmable logic processoradopts a preset similarity matching algorithm to obtain a parallax value of a pixel pair and a pixel pair which are matched with each other, at least one pixel point in the left image to be detectedand at least one pixel point in the right image to be detected; a preset neural network target object detection algorithm is adopted to obtain a target object in the to-be-detected left side image with preset resolution and attribute information of the target object; a distance value between the target object and the vehicle is obtained according to a parallax value corresponding to a target pixelpoint of the target object in the parallax values of the pixel point pairs and a preset camera parameter; and the application processor outputs the attribute information of the target object and thedistance value between the target object and the vehicle. Therefore, the device obtains the parallax value and the distance value of the target object through the embedded programmable logic processor, thereby reducing the power consumption and the occupied space volume.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to a binocular stereo vision target detection device and method. Background technique [0002] At present, the vision system has been widely used in the fields of intelligent detection system and intelligent equipment, and has become an important standard to measure the performance of intelligent equipment. Target detection technology is one of the key technologies of the vision system of intelligent equipment. Traditional target detection technology relies on monocular vision and has less information, while binocular stereo vision (Binocular Stereo Vision) positioning technology can obtain the distance value from a pair of corresponding images, but due to its complex calculation, it is not suitable for real-time calculation . Binocular stereo vision is an important form of machine vision. It is based on the principle of parallax and uses imaging equipment to obtain two...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62
CPCG06V40/10G06V20/588G06V20/58G06V20/584G06V2201/07G06F18/22
Inventor 陈海波
Owner DEEPBLUE TECH (SHANGHAI) CO LTD
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