Smooth object three-dimensional reconstruction method and device, computer equipment and storage medium
A technology of 3D reconstruction and computer program, applied in the field of 3D reconstruction, can solve the problems of low recognition accuracy of smooth objects, poor 3D reconstruction effect, interference of smooth object recognition, etc., achieve the goal of improving 3D reconstruction effect, shortening time, and improving 3D reconstruction efficiency Effect
Active Publication Date: 2022-03-25
深圳星坊科技有限公司
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Since the surface of a smooth object will reflect the images of other objects in the environment, these reflection images will cause great interference to the recognition of smooth objects, resulting in the failure to recognize smooth objects normally, making the recognition accuracy of smooth objects low and the 3D reconstruction effect poor. Difference
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[0054] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.
[0055] The 3D reconstruction method for a smooth object provided in the embodiment of the present application can be applied to such as figure 1shown in the application environment. Wherein, the terminal 101 communicates with the server 102 through a network. The data storage system can store data that needs to be processed by the server 102 . The data storage system can be integrated on the server 102, or placed on the cloud or other network servers. The server 102 acquires the object image collected after the surface material processing is performed on the smooth obje...
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The invention relates to a smooth object three-dimensional reconstruction method and device, computer equipment and a storage medium, is applied to the technical field of three-dimensional reconstruction, and is used for improving the three-dimensional reconstruction effect of a smooth object. The method comprises the following steps: acquiring an object image acquired after performing surface material processing on a smooth object; performing image matching processing on the object image according to a target feature in the object image to obtain a matched image library; performing three-dimensional reconstruction processing on the smooth object according to the depth image of the object image in the matching image library to obtain a three-dimensional model of the smooth object; and performing texture processing on the three-dimensional model to obtain a target three-dimensional model of the smooth object.
Description
technical field [0001] The present application relates to the technical field of three-dimensional reconstruction, in particular to a method, device, computer equipment and storage medium for three-dimensional reconstruction of a smooth object. Background technique [0002] With the gradual development of 3D reconstruction technology for computer vision, people began to use 3D reconstruction technology to digitally record the 3D objective world. 3D reconstruction technology has also been widely used in assisted driving, virtual reality, computer animation and other scenarios. [0003] Currently commonly used methods for 3D reconstruction of objects are highly dependent on the quality of the acquired 2D images, and the 3D reconstruction of objects is performed by recognizing objects from the 2D images. Since the surface of a smooth object will reflect the images of other objects in the environment, these reflection images will cause great interference to the recognition of sm...
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IPC IPC(8): G06T17/00G06V10/75G06V10/762G06K9/62
CPCG06T17/00G06F18/22G06F18/23
Inventor 周会祥
Owner 深圳星坊科技有限公司