Target Reflection Feature Extraction Based on Lidar Intensity Value

Tong Yi; Xia Min; Yang Kecheng; Li Wei; Guo Wenping

doi:10.3788/lop55.102802

[1] Liu B, Zhang J, Lu M, et al. Research progress of laser radar applications［J］. Laser & Infrared, 2015, 45(2): 117-122.

[2] Azim A, Aycard O. Detection, classification and tracking of moving objects in a 3D environment［C］. IEEE Intelligent Vehicles Symposium, June 3-7, 2012, Alcala de Henares, Spain. New York: IEEE, 2012: 802-807.

[3] Korchev D, Cheng S, Owechko Y, et al. On real-time lidar data segmentation and classification［C］∥International Conference on Image Processing, Computer Vision, and Pattern Recognition, 2013.

[4] Kidono K, Miyasaka T, Watanabe A, et al. Pedestrian recognition using high-definition LIDAR［J］. Journal of the Robotics Society of Japan, 2011, 29(10): 405-410.

[5] Tan K, Cheng X J. Adaptive unsupervised classification of TLS point cloud based on intensity data［J］. Laser & Optoelectronics Progress, 2016, 53(3): 032801.

[6] Cai Y, Xu W B, Liang D, et al. Distinguishing phyllostachys edulis age based on laser scanning intensity［J］. Chinese Journal of Lasers, 2018, 45(1): 0110003.

[7] Kaasalainen S, Jaakkola A, Kaasalainen M, et al. Analysis of incidence angle and distance effects on terrestrial laser scanner intensity: search for correction methods［J］. Remote Sensing, 2011, 3(10): 2207-2221.

[8] Hfle B, Pfeifer N. Correction of laser scanning intensity data: data and model-driven approaches［J］. ISPRS Journal of Photogrammetry and Remote Sensing, 2007, 62(6): 415-433.

[9] Cheng X L, Cheng X J, Li Q, et al. Laser intensity correction of terrestrial 3D laser scanning based on sectional polynomial model［J］. Laser & Optoelectronics Progress, 2017, 54(11): 112802.

[10] Li Q, Cheng X J, Tian R, et al. Correction and normalization of multi-scan terrestrial three-dimensional laser scanning intensity［J］. Laser & Optoelectronics Progress, 2017, 54(12): 122802.

[11] Pfeifer N, Hfle B, Briese C, et al. Analysis of the backscattered energy in terrestrial laser scanning data［J］. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2008, 37: 1045-1052.

[12] Dai Y J. Principle oflaser radar［M］. Beijing: National Defence Industry Press, 2002.

[13] Li X L, Liang Y, Xu L J. Bidirectional reflectance distribution function based surface modeling of non-Lambertian using intensity data of light detection and ranging［J］. Journal of the Optical Society of America A, 2014, 31(9): 2055-2063.

[14] Pfeifer N, Dorninger P, Haring A, et al. Investigating terrestrial laser scanning laser scanning intensity data: quality and functional relations［C］∥8th Conference on Optical 3D Measurement Techniques, 2006: 328-337.

[15] Phong B T. Illumination for computer generated pictures［J］. Communications of the ACM, 1975, 18(6): 311-317.

[16] Li X L, Ma L, Xu L J. Empirical modeling for non-Lambertian reflectance based on full-waveform laser detection［J］. Optical Engineering, 2013, 52(11): 116110.