Box body image three-dimensional reconstruction method, computing device and storage medium

A three-dimensional reconstruction and box technology, applied in the field of automation, can solve the problems of limited information, reduce the accuracy and efficiency of the box inspection process, and achieve the effect of improving efficiency and accuracy

Active Publication Date: 2020-12-04
SHANGHAI QIAODONG NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The current box inspection process mostly relies on two-dimensional images or video information for box inspection. Due to the limited information that a single two-dimensio

Method used

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  • Box body image three-dimensional reconstruction method, computing device and storage medium
  • Box body image three-dimensional reconstruction method, computing device and storage medium
  • Box body image three-dimensional reconstruction method, computing device and storage medium

Examples

Experimental program
Comparison scheme
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Example Embodiment

[0028] Example one

[0029] The embodiment provides a three-dimensional image reconstruction method of the present invention, the tank, the process of 2D images from different angles by the acquisition device housing, and then back to three-dimensional transformation computing device. Wherein the acquisition device may be a fixed scene detection, detection channel provided on the seats of four weeks a fixed image acquisition device may be a non-fixed scene detection, collectors held portable image acquisition device, including but not limited to mobile phones, cameras, camcorders, tablets and so on. The computing device may be a server, typically deployed in the distal end of the engine room, or may be deployed on a cloud computing capabilities. Collecting between the device and computing devices, data transmission via GSM, 3G, 4G, 5G, mobile data network, a wireless or wired network hotspot.

[0030] like figure 1 , The method of the present invention comprises:

[0031] S101, th...

Example Embodiment

[0056] Example 2

[0057] like image 3 , The present invention also provides a computing apparatus, comprising: a camera, a processor, a memory, a communication interface, a communications bus and an output unit, the camera, the processor, the memory, and the said communication interface said output unit perform communication with each other through said communication bus;

[0058] A memory for storing at least one executable instructions, said executable instructions for controlling a computing device performs the following operations:

[0059] A two-dimensional collection box housing a plurality of images on the viewing angle, the two-dimensional image box contains all three-dimensional reconstruction image information, including the angle, lighting, shadows, surface details of the object;

[0060] The camera generates a three dimensional scene light through a set of three sampling points;

[0061] The five-dimensional three-dimensional scene parameter input sampling point is co...

Example Embodiment

[0072] Example three

[0073] The present invention also provides a nonvolatile computer storage medium, the computer storage medium storing at least one executable instructions executable instructions executable any of the above methods in the embodiment.

[0074] DETAILED executable instructions may perform the following operations:

[0075] A two-dimensional collection box housing a plurality of images on the viewing angle, the two-dimensional image box contains all three-dimensional reconstruction image information, including the angle, lighting, shadows, surface details of the object;

[0076] The camera generates a three dimensional scene light through a set of three sampling points;

[0077] The five-dimensional three-dimensional scene parameter input sampling point is connected to the full depth of the network to obtain the bulk density of the sampling points and the RGB values, wherein said five-dimensional parameter comprises a sampling point X, Y, and Z coordinates of t...

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Abstract

The invention discloses a box body image three-dimensional reconstruction method, computing equipment and a storage medium, relates to the technical field of automation, and is invented for convertinga two-dimensional box body image into a three-dimensional box body image. According to the method, the two-dimensional box body images of multiple shooting angles containing all detail information ofthe box body are collected, the multiple two-dimensional images are converted into the three-dimensional images through the full-connection depth network, and compared with the mode that the multipletwo-dimensional images are checked separately in the prior art, the three-dimensional images can provide a continuous and smooth view angle conversion function; an operator can operate and check thethree-dimensional image at any angle, and the box checking efficiency can be greatly improved.

Description

technical field [0001] The invention relates to the technical field of automation, in particular to a method for three-dimensional reconstruction of a box image, a computing device and a storage medium. Background technique [0002] With the development of the transportation industry, the volume of logistics transportation is also increasing at an alarming rate. As the main carrier of logistics transportation, containers play a vital role in the transportation of goods. It is necessary to check the damage of the container body before transportation, which requires the inspection of the container body, also known as box inspection. With the advancement of science and technology, the current box inspection process tends to be more efficient and intelligent, and many intelligent box inspection links have emerged as the times require. [0003] Many existing intelligent container inspection methods use cameras and mobile image acquisition equipment to replace manual processes t...

Claims

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Application Information

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IPC IPC(8): G06T17/00
CPCG06T17/00
Inventor 池浩塬
Owner SHANGHAI QIAODONG NETWORK TECH CO LTD
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