Automated image-based identification of forest species: challenges and opportunities for 21st century xylotheques

G Figueroa-Mata, E Mata-Montero… - … Work Conference on …, 2018 - ieeexplore.ieee.org
The fast and accurate identification of forest species is fundamental to support their
conservation, sustainable management, and, more specifically, the fight against illegal …

Tropical species classification with structural traits using handheld laser scanning data

M Wang, MS Wong, S Abbas - Remote Sensing, 2022 - mdpi.com
Information about tree species plays a pivotal role in sustainable forest management. Light
detection and ranging (LiDAR) technology has demonstrated its potential to obtain species …

Automated identification of tree species by bark texture classification using convolutional neural networks

S Faizal - arXiv preprint arXiv:2210.09290, 2022 - arxiv.org
Identification of tree species plays a key role in forestry related tasks like forest conservation,
disease diagnosis and plant production. There had been a debate regarding the part of the …

[HTML][HTML] Classification of Tree Species Using Point Cloud Features from Terrestrial Laser Scanning

Y Meng, X Dong, K Han, H Liu, H Qu, T Gao - Forests, 2024 - mdpi.com
The automatic classification of tree species using terrestrial laser scanning (TLS) point
clouds is key in forestry research. This study aims to develop a robust framework for tree …

Local binary pattern based on image gradient for bark image classification

T Le-Viet, VT Hoang - Tenth International Conference on …, 2019 - spiedigitallibrary.org
In this work, we present a discriminative and effective local texture descriptor for bark image
classification. The proposed descriptor is based on three factors, namely, pixel, magnitude …

Study on the Method of Vineyard Information Extraction Based on Spectral and Texture Features of GF-6 Satellite Imagery

X Han, H Ye, Y Zhang, C Nie, W Fu - Agronomy, 2024 - search.proquest.com
Accurately identifying the distribution of vineyard cultivation is of great significance for the
development of the grape industry and the optimization of planting structures. Traditional …

Application of terrestrial laser scanning to tree trunk bark structure characteristics evaluation and analysis of their effect on the flow resistance coefficient

T Kałuża, M Sojka, P Strzeliński, R Wróżyński - Water, 2018 - mdpi.com
The paper presents an original method for the evaluation of bark structure characteristics of
tree trunks on the basis of terrestrial laser scanning data. Measurements testing the method …

Multi-layer perceptrons for voxel-based classification of point clouds from natural environments

V Plaza, JA Gomez-Ruiz, A Mandow… - … : 13th International Work …, 2015 - Springer
This paper addresses classification of 3D point cloud data from natural environments based
on voxels. The proposed model uses multi-layer perceptrons to classify voxels based on a …

Research on spectral and texture feature selection for fruit tree extraction in the Taihu Lake Basin

X YAO, J JIN, F XU, X FENG, M LUO, L BI… - Chinese Journal of Eco …, 2019 - ecoagri.ac.cn
The accurate acquisition of planting area and spatial distribution information is essential to
monitor the growth and estimate the production of fruit trees (orchard). Remote sensing has …

Occupancy grids generation based on Geometric-Featured Voxel maps

V Plaza-Leiva, JA Gomez-Ruiz… - … on Control and …, 2015 - ieeexplore.ieee.org
Navigability assessment is useful for planning obstacles free trajectories in autonomous
navigation tasks in 3D environments. Based on Geometric-Featured Voxel (GFV) maps …