Complex material volume measurement method based on deep learning

Abstract

The invention provides a complex material volume measurement method based on deep learning, and the method comprises the steps: collecting a multi-angle visual field image above a pile body by employing a binocular vision camera according to the characteristic that a complex material pile body target has no obvious feature points; subjecting the depth information to fitting sampling through the relevance between images collected by a left camera and a right camera, restoring the three-dimensional model of the feature space and rapidly performing volume calculation is and inputting the calculation into the system. A binocular system not only avoids the defect that a common industrial camera cannot obtain the depth information of the reactor body, but also avoids energy loss caused by the fact that a structured light technology measurement method and the like are not used and special modulated waves need to be emitted for measurement, is associated with the recording system, and associates rapid and automatic volume measurement with the whole recording management system. The volume measurement and management of the complex slag material pile body are intelligent, the precision and efficiency of earthwork volume measurement are improved, a large amount of manpower and material resources are saved, and the volume measurement and record management process of the complex material pile body becomes simple and convenient.

Description

Technical field [0001] The present invention belongs to the field of volume measurement, particularly, a method for volumetric measurement based on depth complexity of learning materials. Background technique [0002] Currently traditional methods muck truck transported earthwork volume collected is mainly used in artificial estimate measurement, this method can not work load and real-time dynamic measurement. With the development of technology, the traditional manual estimation method has not meet the current accuracy and efficiency of the material volume measurements. Modern measurement techniques require high precision, speed, flexibility and versatility, so the study of new measurement technology has more and more people's attention. For different applications, the prior art has now developed a wide variety of measuring apparatus: coordinate measuring machine, which uses a conventional contact probe, the probe in contact with the surface of the object of measurement required,...

AI Technical Summary

Problems solved by technology

With the development of science and technology, the traditional manual estimation method can no longer meet the current accuracy and speed requirements for the volume measurement of complex material piles

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