References
- Chang, A., Y. Eo, Y. Kim, and Y. Kim. 2013. “Identification of Individual Tree Crowns from LiDAR Data Using a Circle Fitting Algorithm with Local Maxima and Minima Filtering.” Remote Sensing Letters 4 (1): 29–37. doi:10.1080/2150704X.2012.684362.
- Dinuls, R., G. Erins, A. Lorencs, I. Mednieks, and J. Sinica-Sinavskis. 2012. “Tree Species Identification in Mixed Baltic Forest using LiDAR and Multispectral Data.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5 (2): 594–603. doi:10.1109/JSTARS.2012.2196978.
- Jaakkola, A., J. Hyyppä, A. Kukko, X. Yu, H. Kaartinen, M. Lehtomaki, and Y. Lin. 2010. “A Low-Cost Multi-Sensoral Mobile Mapping System and Its Feasibility for Tree Measurements.” ISPRS Journal of Photogrammetry and Remote Sensing 65 (6): 514–522. doi:10.1016/j.isprsjprs.2010.08.002.
- Jim, C., and H. Liu. 2001. “Species Diversity of Three Major Urban Forest Types in Guangzhou City, China.” Forest Ecology and Management 146: 99–114. doi:10.1016/S0378-1127(00)00449-7.
- Jones, T. G., N. C. Coops, and T. Sharma. 2012. “Assessing the Utility of LiDAR to Differentiate among Vegetation Structural Classes.” Remote Sensing Letters 3 (3): 231–238. doi:10.1080/01431161.2011.559289.
- Kwaka, D.-A., G. Cui, W.-K. Lee, H.-K. Cho, S. W. Jeon, and S.-H. Lee. 2014. “Estimating Plot Volume using LiDAR Height and Intensity Distributional Parameters.” International Journal of Remote Sensing 35 (13): 4601–4629. doi:10.1080/01431161.2014.915592.
- Li, J., B. Hu, and T. Noland. 2013. “Classification of Tree Species Based on Structural Features Derived from High Density LiDAR Data.” Agricultural and Forest Meteorology 171-172: 104–114. doi:10.1016/j.agrformet.2012.11.012.
- Maas, H. 2010. “Forestry Applications.” Chapter 6. In Airborne and Terrestrial Laser Scanning, edited by G. Vosselman, and H.-G. Maas, 213–235. Scotland, UK: Whittles Publishing.
- Puttonen, E., A. Jaakkola, P. Litkey, and J. Hyyppä. 2011. “Tree Classification with Fused Mobile Laser Scanning and Hyperspectral Data.” Sensors 11: 5158–5182. doi:10.3390/s110505158.
- Rutzinger, M., A. Pratihast, S. Oude Elberink, and G. Vosselman. 2010. “Detection and Modelling of 3D Trees from Mobile Laser Scanning Data.” International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 38 (Part 5): 520–525. Newcastle upon Tyne, UK, September 1–2.
- Salakhutdinov, R., and G. Hinton. 2012. “An Efficient Learning Procedure for Deep Boltzmann Machines.” Neural Computing 24 (8): 1967–2006.
- Salakhutdinov, R., J. B. Tenenbaum, and A. Torralba. 2013. “Learning with Hierarchical-Deep Models.” IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (8): 1958–1971. doi:10.1109/TPAMI.2012.269.
- Shen, Y., Y. Sheng, K. Zhang, Z. Tang, and S. Yan. 2008. “Feature Extraction from Vehicle-Borne Laser Scanning Data.” Proceeding of SPIE 7285, International Conference on Earth Observation Data Processing and Analysis (ICEODPA), Wuhan, China, December 28–30. doi:10.1117/12.814958.
- Sugumaran, R., M. Pavuluri, and D. Zerr 2003. “The Use of High-Resolution Imagery for Identification of Urban Climax Forest Species Using Traditional and Rule-Based Classification Approach.” IEEE Transactions on Geoscience and Remote Sensing 41: 1933–1939. doi:10.1109/TGRS.2003.815384.
- Tooke, T., N. Coops, N. Goodwin, and J. Voogt. 2009. “Extracting Urban Vegetation Characteristics using Spectral Mixture Analysis and Decision Tree Classifications.” Remote Sensing of Environment 113: 398–407. doi:10.1016/j.rse.2008.10.005.
- Wu, B., B. Yu, W. Yue, S. Shu, W. Tan, C. Hu, Y. Huang, J. Wu, and H. Liu. 2013. “A Voxel-Based Method for Automated Identification and Morphological Parameters Estimation of Individual Street Trees from Mobile Laser Scanning Data.” Remote Sensing 5: 584–611. doi:10.3390/rs5020584.
- Yu, Y., J. Li, H. Guan, C. Wang, and J. Yu. 2015. “Semiautomated Extraction of Street Light Poles from Mobile LiDAR Point-Clouds.” IEEE Transactions on Geoscience and Remote Sensing 53 (3): 1374–1386. doi:10.1109/TGRS.2014.2338915.
- Zhang, K., and B. Hu. 2012. “Individual Urban Tree Species Classification using Very High Spatial Resolution Airborne Multi-Spectral Imagery using Longitudinal Profiles.” Remote Sensing 4: 1741–1757. doi:10.3390/rs4061741.
- Zhong, R., J. Wei, W. Su, and Y. Chen. 2013. “A Method for Extracting Trees from Vehicle-Borne Laser Scanning Data.” Mathematical and Computer Modelling 58: 733–742. doi:10.1016/j.mcm.2012.12.038.