Multi-Scale Keypoint Detection Based on SHOT

Jia Yongjie; Xiong Fengguang; Han Xie; Kuang Liqun

doi:10.3788/lop55.071013

[1] Guo Y L, Bennamoun M, Sohel F, et al. 3D object recognition in cluttered scenes with local surface features: a survey［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36(11): 2270-2287.

[2] Shu C X, He Y T, Sun Q K. Point cloud registration based on convolutional neural network［J］. Laser & Optoelectronics Progress, 2017, 54(3): 031001.

[3] Xiong F G,Huo W, Han X, et al. Study on removal of mismatching keypoints in 3D point cloud［J］. Acta Optica Sinica, 2018, 38(2): 0210003.

[4] Zhang Q S, Zhou Y, Hu X M, et al. Hand vein recognition based on three dimensional point clouds matching［J］. Acta Optica Sinica, 2015, 35(1): 0115005.

[5] Frome A, Huber D, Kolluri R, et al. Recognizing objects in range data using regional point descriptors［C］∥Proceedings of European Conference on Computer Vision, 2004: 224-237.

[6] Mian A S, Bennamoun M, Owens R. Three-dimensional model-based object recognition and segmentation in cluttered scenes［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006, 28(10): 1584-1601.

[7] Mian A, Bennamoun M, Owens R. On the repeatability and quality of keypoints for local feature-based 3D object retrieval from cluttered scenes［J］. International Journal of Computer Vision, 2010, 89(2/3): 348-361.

[8] Yamany S M, Farag A A. Surface signatures: an orientation independent free-form surface representation scheme for the purpose of objects registration and matching［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002, 24(8): 1105-1120.

[9] Matei B, Shan Y, Sawhney H S, et al. Rapid object indexing using locality sensitive hashing and joint 3D-signature space estimation［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006, 28(7): 1111-1126.

[10] Sipiran I, Bustos B. Harris 3D: a robust extension of the Harris operator for interest point detection on 3D meshes［J］. The Visual Computer, 2011, 27: 963.

[11] Flint A, Dick A, van den Hengel A. Thrift: local 3D structure recognition［C］∥Proceedings of 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications, 2007: 182-188.

[12] Tombari F, Salti S, Stefano L D. Unique signatures of histograms for local surface description［C］∥Proceedings of European Conference on Computer Vision, 2010: 356-369.

[13] Curless B, Levoy M. A volumetric method for building complex models from range images［C］∥Proceedings of the 23rd Annual Conference on Computer Graphics and Interactive Techniques, 1996: 303-312.

[14] Salti S, Tombari F, Stefano L D. A performance evaluation of 3D keypoint detectors［C］∥Proceedings of International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission, 2011: 236-243

[15] Tombari F, Salti S, Stefano L D. Performance evaluation of 3D keypoint detectors［J］. International Journal of Computer Vision, 2013, 102(1/2/3): 198-220.

[16] Xiong F G, Han X. A 3D surface matching method using keypoint-based covariance matrix descriptors［J］. IEEE Access, 2017, 5: 14204-14220.