Next-best-view regression using a 3D convolutional neural network
Abstract Automated three-dimensional (3D) object reconstruction is the task of building a
geometric representation of a physical object by means of sensing its surface. Even though
new single-view reconstruction techniques can predict the surface, they lead to incomplete
models, specially, for non-commons objects such as antique objects or art sculptures.
Therefore, to achieve the task's goals, it is essential to automatically determine the locations
where the sensor will be placed so that the surface will be completely observed. This …
geometric representation of a physical object by means of sensing its surface. Even though
new single-view reconstruction techniques can predict the surface, they lead to incomplete
models, specially, for non-commons objects such as antique objects or art sculptures.
Therefore, to achieve the task's goals, it is essential to automatically determine the locations
where the sensor will be placed so that the surface will be completely observed. This …
Next-best-view regression using a 3D convolutional neural network
VGJ Irving, D Troncoso, I Becerra… - Machine Vision and …, 2021 - search.proquest.com
Abstract Automated three-dimensional (3D) object reconstruction is the task of building a
geometric representation of a physical object by means of sensing its surface. Even though
new single-view reconstruction techniques can predict the surface, they lead to incomplete
models, specially, for non-commons objects such as antique objects or art sculptures.
Therefore, to achieve the task's goals, it is essential to automatically determine the locations
where the sensor will be placed so that the surface will be completely observed. This …
geometric representation of a physical object by means of sensing its surface. Even though
new single-view reconstruction techniques can predict the surface, they lead to incomplete
models, specially, for non-commons objects such as antique objects or art sculptures.
Therefore, to achieve the task's goals, it is essential to automatically determine the locations
where the sensor will be placed so that the surface will be completely observed. This …
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