Laser & Optoelectronics Progress, Volume. 57, Issue 16, 161016(2020)
Keypoint Extraction Algorithm Based on Normal Shape Index
Fig. 2. Three-dimensional point cloud legends. (a) Armadillo model; (b) cheff model; (c) scene_005
Fig. 3. Extracted Armadillo model key points by different algorithms. (a) ISS; (b) KPQ; (c) LSP; (d) HONO; (E) 3D SIFT; (f) proposed algorithm
Fig. 4. Extracted cheff model key points by different algorithms. (a) ISS; (b) KPQ; (c) LSP; (d) HONO; (E) 3D SIFT; (f) proposed algorithm
Fig. 5. Extracted scene_005 key points by different algorithms. (a) ISS; (b) KPQ; (c) LSP; (d) HONO; (E) 3D SIFT; (f) proposed algorithm
Fig. 6. Relative repeatability analysis of Armadillo model with various noises. (a) Gaussian noise; (b) random noise; (c) spatial conversion; (d) outlier noise
Fig. 7. Absolute repeatability analysis of Armadillo model with various noises. (a) Gaussian noise; (b) random noise; (c) spatial transformation; (d) outlier noise
Fig. 8. Relative repeatability analysis of cheff model with various noises. (a) Gaussian noise; (b) random noise; (c) spatial transformation; (d) outlier noise
Fig. 9. Absolute repeatability analysis of cheff model with various noises. (a) Gaussian noise; (b) random noise; (c) spatial transformation; (d) outlier noise
Fig. 10. Relative repeatability analysis of scene_005 with various noises. (a) Gaussian noise; (b) random noise; (c) spatial transformation; (d) outlier noise
Fig. 11. Absolute repeatability analysis of scene_005 with various noises. (a) Gaussian noise; (b) random noise; (c) spatial transformation; (d) outlier noise
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Jianxia Lan, Zeyong Wang, Jinlong Li, Meng Yuan, Xiaorong Gao. Keypoint Extraction Algorithm Based on Normal Shape Index[J]. Laser & Optoelectronics Progress, 2020, 57(16): 161016
Category: Image Processing
Received: Nov. 13, 2019
Accepted: Jan. 16, 2020
Published Online: Aug. 5, 2020
The Author Email: Jinlong Li (jinlong_lee@126.com)