How Long to Read Towards Optimal Point Cloud Processing for 3D Reconstruction

By Guoxiang Zhang

How Long Does it Take to Read Towards Optimal Point Cloud Processing for 3D Reconstruction?

It takes the average reader 1 hour and 42 minutes to read Towards Optimal Point Cloud Processing for 3D Reconstruction by Guoxiang Zhang

Assuming a reading speed of 250 words per minute. Learn more

Description

This SpringerBrief presents novel methods of approaching challenging problems in the reconstruction of accurate 3D models and serves as an introduction for further 3D reconstruction methods. It develops a 3D reconstruction system that produces accurate results by cascading multiple novel loop detection, sifting, and optimization methods. The authors offer a fast point cloud registration method that utilizes optimized randomness in random sample consensus for surface loop detection. The text also proposes two methods for surface-loop sifting. One is supported by a sparse-feature-based optimization graph. This graph is more robust to different scan patterns than earlier methods and can cope with tracking failure and recovery. The other is an offline algorithm that can sift loop detections based on their impact on loop optimization results and which is enabled by a dense map posterior metric for 3D reconstruction and mapping performance evaluation works without any costly ground-truth data. The methods presented in Towards Optimal Point Cloud Processing for 3D Reconstruction will be of assistance to researchers developing 3D modelling methods and to workers in the wide variety of fields that exploit such technology including metrology, geological animation and mass customization in smart manufacturing.

How long is Towards Optimal Point Cloud Processing for 3D Reconstruction?

Towards Optimal Point Cloud Processing for 3D Reconstruction by Guoxiang Zhang is 99 pages long, and a total of 25,641 words.

This makes it 33% the length of the average book. It also has 31% more words than the average book.

How Long Does it Take to Read Towards Optimal Point Cloud Processing for 3D Reconstruction Aloud?

The average oral reading speed is 183 words per minute. This means it takes 2 hours and 20 minutes to read Towards Optimal Point Cloud Processing for 3D Reconstruction aloud.

What Reading Level is Towards Optimal Point Cloud Processing for 3D Reconstruction?

Towards Optimal Point Cloud Processing for 3D Reconstruction is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Towards Optimal Point Cloud Processing for 3D Reconstruction?

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