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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Hongjuan Yang Jiwen Chen |
| Copyright Year | 2014 |
| Description | Author affiliation: Sch. of Inf. & Electr. Eng., Shandong Jianzhu Univ., Jinan, China (Hongjuan Yang) || Sch. of Mech. & Electr. Eng., Shandong Jianzhu Univ., Jinan, China (Jiwen Chen) |
| Abstract | Point cloud data of complex product with small changes of surface has narrow data range, high spatial relativity and smooth data change. It is not sensitive to feature extraction and shape recognition. Homomorphic filter is introduced into point cloud data enhancement. Point cloud data reflecting the product shape and spacial relationship is divided into the low frequency part and the high frequency part. Spatial location change has little effect on the low frequency part. The high frequency part changes greatly with spatial location characteristics of the object itself. Homomorphic filter is designed to reduce the low frequency part and enhance high-frequency part. Point cloud data enhancement based on homomorphic filter is proposed. Example shows point cloud data enhancement based on homomorphic filter can convert non uniform distribution point cloud data to uniform distribution point cloud data, improving the contrast of point cloud data. |
| Starting Page | 509 |
| Ending Page | 512 |
| File Size | 120766 |
| Page Count | 4 |
| File Format | |
| ISBN | 9781479932788 |
| ISSN | 23270594 |
| e-ISBN | 9781479932795 |
| DOI | 10.1109/ICSESS.2014.6933617 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2014-06-27 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Histograms Three-dimensional displays Shape Frequency-domain analysis Lasers Data enhancement Feature extraction Frequency conversion Point cloud data Homomorphic filter |
| Content Type | Text |
| Resource Type | Article |
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