Edge AI-Based Tree Trunk Detection for Forestry Monitoring Robotics

Real-Time Detection of Full-Scale Forest Fire Smoke Based on Deep Convolution Neural Network

(2022) Xin Zheng et al.   Remote Sensing

A Vision-Based Detection and Spatial Localization Scheme for Forest Fire Inspection from UAV

(2022) Kangjie Lu et al.   Forests

LDS-YOLO: A lightweight small object detection method for dead trees from shelter forest

(2022) Xuewen Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Comparative Research on Forest Fire Image Segmentation Algorithms Based on Fully Convolutional Neural Networks

(2022) Ziqi Wang et al.   Forests

LLAM-MDCNet for Detecting Remote Sensing Images of Dead Tree Clusters

(2022) Zongchen Li et al.   Remote Sensing

Individual Sick Fir Tree (Abies mariesii) Identification in Insect Infested Forests by Means of UAV Images and Deep Learning

(2021) Ha Trang Nguyen et al.   Remote Sensing

Bringing Semantics to the Vineyard: An Approach on Deep Learning-Based Vine Trunk Detection

(2021) André Silva Aguiar et al.   Agriculture-Basel

Application of conventional UAV-based high-throughput object detection to the early diagnosis of pine wilt disease by deep learning

(2021) Bizhi Wu et al.   FOREST ECOLOGY AND MANAGEMENT

Implementation of a System for Real-Time Detection and Localization of Terrain Objects on Harvested Forest Land

(2021) Songyu Li et al.   Forests

Wildfire Segmentation Using Deep Vision Transformers

(2021) Rafik Ghali et al.   Remote Sensing

Automatic Tree Detection from Three-Dimensional Images Reconstructed from 360° Spherical Camera Using YOLO v2

(2020) Kenta Itakura et al.   Remote Sensing

Recognition of diseased Pinus trees in UAV images using deep learning and AdaBoost classifier

(2020) Gensheng Hu et al.   BIOSYSTEMS ENGINEERING

Abrupt increase in harvested forest area over Europe after 2015

(2020) Guido Ceccherini et al.   NATURE

Deployment and integration of smart sensors with IoT devices detecting fire disasters in huge forest environment

(2019) Fengmei Cui   COMPUTER COMMUNICATIONS

Detecting Trees in Street Images via Deep Learning With Attention Module

(2019) Qian Xie et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION