Low Cost Automatic Reconstruction of Tree Structure by AdQSM with Terrestrial Close-Range Photogrammetry
نویسندگان
چکیده
The quantitative structure model (QSM) contains the branch geometry and attributes of tree. AdQSM is a new, accurate, detailed tree QSM. In this paper, an automatic modeling method based on developed, low-cost technical scheme provided, so that can be freely used by more people. First, we two digital cameras to collect two-dimensional (2D) photos trees generated three-dimensional (3D) point clouds plot segmented individual from clouds. Then new QSM-AdQSM was construct 44 trees. Finally, verify effectiveness our method, diameter at breast height (DBH), height, trunk volume were derived reconstructed model. These parameters extracted compared with reference values forest inventory. For DBH, relative bias (rBias), root mean square error (RMSE), coefficient variation (rRMSE) 4.26%, 1.93 cm, 6.60%. rBias, RMSE, rRMSE were—10.86%, 1.67 m, 12.34%. determination (R2) DBH estimated value 0.94 0.86. We calculated allometric equation as test accuracy AdQSM. AdQSM, its 0.07066 m3, rBias 18.73%, RMSE 0.12369 32.78%. To better evaluate QSM’s reconstruction volume, TreeQSM in same dataset. ?0.05071 ?13.44%, 0.13267 35.16%. At 95% confidence interval level, concordance correlation (CCC = 0.77) agreement between greater than 0.60). significance research follows: (1) which expands application scope AdQSM; (2) provide photogrammetric cloud input data (3) explore potential reconstruct terrestrial
منابع مشابه
Accuracy of Reconstruction of the Tree Stem Surface Using Terrestrial Close-Range Photogrammetry
Airborne laser scanning (ALS) allows for extensive coverage, but the accuracy of tree detection and form can be limited. Although terrestrial laser scanning (TLS) can improve on ALS accuracy, it is rather expensive and area coverage is limited. Multi-view stereopsis (MVS) techniques combining computer vision and photogrammetry may offer some of the coverage benefits of ALS and the improved accu...
متن کاملAutomatic Reconstruction for Small Archeology Based on Close- Range Photogrammetry
The paper present one approach to reconstruct the small object based on close-range photogrammetry. The goal is to generate the DSM (Digital Surface Model) of the object fast with high accuracy. Because close-range object have more distortion, occlusion, complex shape and surface. So the procedure is difficult to be standardized as aerial photogrammetry. In the sequences of steps (calibration, ...
متن کاملClose-range Photogrammetry for Accident Reconstruction
Throughout the last decade forensic scientists, technicians and police have employed a number of 3D measurement tools for crime scene and accident reconstruction. These have ranged from the basic, such as EDM instruments, to the complex, namely terrestrial laser scanners. In the field of traffic accident reconstruction, close-range photogrammetry is now being adopted, primarily because of the g...
متن کاملAccident Reconstruction via Digital Close-range Photogrammetry
With the ever wider adoption of spatial information analysis, there has been an increasing awareness of the importance of 3D data acquisition systems to support traffic accident reconstruction and forensic analysis. In an application such as accident reconstruction, GIS and CAD systems have limited utility without the underlying data. Digital close-range photogrammetry displays many attributes ...
متن کاملAutomated Architecture Reconstruction from Close-range Photogrammetry∗
We describe a method of automated reconstruction of buildings from a set of uncalibrated photographs. The method proceeds in two steps (i) Recovering the camera corresponding to each photograph and a set of sparse scene features using uncalibrated structure from motion techniques developed in the Computer Vision community. (ii) A novel plane-sweep algorithm which progressively constructs a piec...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Forests
سال: 2021
ISSN: ['1999-4907']
DOI: https://doi.org/10.3390/f12081020