Large-Scale Date Palm Tree Segmentation from Multiscale UAV-Based and Aerial Images Using Deep Vision Transformers

Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification Using Sentinel-1, Sentinel-2, and LiDAR Data

(2022) Ali Jamali et al.   Remote Sensing

Efficient Instance Segmentation Paradigm for Interpreting SAR and Optical Images

(2022) Fan Fan et al.   Remote Sensing

Multi-Species Individual Tree Segmentation and Identification Based on Improved Mask R-CNN and UAV Imagery in Mixed Forests

(2022) Chong Zhang et al.   Remote Sensing

Transformer for Tree Counting in Aerial Images

(2022) Guang Chen et al.   Remote Sensing

A Large-Scale Dataset and Deep Learning Model for Detecting and Counting Olive Trees in Satellite Imagery

(2022) Amr Abozeid et al.   Computational Intelligence and Neuroscience

The Potential of Widespread UAV Cameras in the Identification of Conifers and the Delineation of Their Crowns

(2022) Jan Komárek et al.   Forests

Waterline Extraction for Artificial Coast With Vision Transformers

(2022) Le Yang et al.   Frontiers in Environmental Science

Deep learning-based individual tree crown delineation in mangrove forests using very-high-resolution satellite imagery

(2022) Guillaume Lassalle et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

ACE R-CNN: An Attention Complementary and Edge Detection-Based Instance Segmentation Algorithm for Individual Tree Species Identification Using UAV RGB Images and LiDAR Data

(2022) Yingbo Li et al.   Remote Sensing

UAV-Based Forest Health Monitoring: A Systematic Review

(2022) Simon Ecke et al.   Remote Sensing

Automatic Detection of Coseismic Landslides Using a New Transformer Method

(2022) Xiaochuan Tang et al.   Remote Sensing

Automated extraction of Camellia oleifera crown using unmanned aerial vehicle visible images and the ResU-Net deep learning model

(2022) Yu Ji et al.   Frontiers in Plant Science

Semantic segmentation and path planning for orchards based on UAV images

(2022) Qilin Sun et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Fusing multi-season UAS images with convolutional neural networks to map tree species in Amazonian forests

(2022) Hudson Franklin Pessoa Veras et al.   Ecological Informatics

Deep Convolutional Neural Networks and Swin Transformer-based Frameworks for Individual Date Palm Tree Detection and Mapping from Large-scale UAV Images

(2022) Mohamed Barakat A. Gibril et al.   Geocarto International

Fast Tree Detection and Counting on UAVs for Sequential Aerial Images with Generating Orthophoto Mosaicing

(2022) Pengcheng Han et al.   Remote Sensing

An Efficient Deep Learning Mechanism for the Recognition of Olive Trees in Jouf Region

(2022) Hamoud H. Alshammari et al.   Computational Intelligence and Neuroscience

Pavement crack detection based on transformer network

(2022) Feng Guo et al.   AUTOMATION IN CONSTRUCTION

3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks and Swin transformer

(2022) Ali Jamali et al.   Ecological Informatics

Transformer-Based Weed Segmentation for Grass Management

(2022) Kan Jiang et al.   SENSORS

Real-Time UAV Patrol Technology in Orchard Based on the Swin-T YOLOX Lightweight Model

(2022) Yubin Lan et al.   Remote Sensing

Deep Learning and Phenology Enhance Large-Scale Tree Species Classification in Aerial Imagery during a Biosecurity Response

(2021) Grant D. Pearse et al.   Remote Sensing

Cherry Tree Crown Extraction from Natural Orchard Images with Complex Backgrounds

(2021) Zhenzhen Cheng et al.   Agriculture-Basel

Accurate mapping of Brazil nut trees (Bertholletia excelsa) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks

(2021) Matheus Pinheiro Ferreira et al.   Ecological Informatics

Orchard Mapping with Deep Learning Semantic Segmentation

(2021) Athanasios Anagnostis et al.   SENSORS

Deep Convolutional Neural Network for Large-Scale Date Palm Tree Mapping from UAV-Based Images

(2021) Mohamed Barakat A. Gibril et al.   Remote Sensing

Towards Amazon Forest Restoration: Automatic Detection of Species from UAV Imagery

(2021) Marks Melo Moura et al.   Remote Sensing

Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images

(2021) Pedro Zamboni et al.   Remote Sensing

Automatic Detection and Parameter Estimation of Ginkgo biloba in Urban Environment Based on RGB Images

(2021) Kai Xia et al.   Journal of Sensors

Deep-Learning-Based Automated Palm Tree Counting and Geolocation in Large Farms from Aerial Geotagged Images

(2021) Adel Ammar et al.   Agronomy-Basel

Deep neural network based date palm tree detection in drone imagery

(2021) Thani Jintasuttisak et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluation of dimensionality reduction methods for individual tree crown delineation using instance segmentation network and UAV multispectral imagery in urban forest

(2021) Xiangshu Xi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Contrasting YOLOv5, Transformer, and EfficientDet Detectors for Crop Circle Detection in Desert

(2021) Mohamed Lamine Mekhalfi et al.   IEEE Geoscience and Remote Sensing Letters

Oil palm tree counting in drone images

(2021) Pinaki Nath Chowdhury et al.   PATTERN RECOGNITION LETTERS

Transformer-Based Decoder Designs for Semantic Segmentation on Remotely Sensed Images

(2021) Teerapong Panboonyuen et al.   Remote Sensing

Mapping Atlantic rainforest degradation and regeneration history with indicator species using convolutional network

(2020) Fabien H. Wagner et al.   PLoS One

Tree, Shrub, and Grass Classification Using Only RGB Images

(2020) Bulent Ayhan et al.   Remote Sensing

Computer Vision and Deep Learning Techniques for the Analysis of Drone-Acquired Forest Images, a Transfer Learning Study

(2020) Sarah Kentsch et al.   Remote Sensing

Automatic Detection of Oil Palm Tree from UAV Images Based on the Deep Learning Method

(2020) Xinni Liu et al.   APPLIED ARTIFICIAL INTELLIGENCE

Generating the Baseline in the Early Detection of Bud Rot and Red Ring Disease in Oil Palms by Geospatial Technologies

(2020) Mauricio Viera-Torres et al.   Remote Sensing

Mapping forest tree species in high resolution UAV-based RGB-imagery by means of convolutional neural networks

(2020) Felix Schiefer et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Deep Residual U-Type Network for Semantic Segmentation of Orchard Environments

(2020) Gaogao Shang et al.   Applied Sciences-Basel

Individual tree crown delineation from high-resolution UAV images in broadleaf forest

(2020) Mojdeh Miraki et al.   Ecological Informatics

Large Scale Palm Tree Detection In High Resolution Satellite Images Using U-Net

(2019) Maximilian Freudenberg et al.   Remote Sensing

Urban Tree Species Classification Using a WorldView-2/3 and LiDAR Data Fusion Approach and Deep Learning

(2019) Sean Hartling et al.   SENSORS

Classification of tree species and stock volume estimation in ground forest images using Deep Learning

(2019) Jiazheng Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Review of the vertebrate-mediated dispersal of the Date Palm, Phoenix dactylifera

(2018) Dirk H. R. Spennemann   ZOOLOGY IN THE MIDDLE EAST

Automatic Segmentation of Mauritia flexuosa in Unmanned Aerial Vehicle (UAV) Imagery Using Deep Learning

(2018) Giorgio Morales et al.   Forests

Large-Scale Oil Palm Tree Detection from High-Resolution Satellite Images Using Two-Stage Convolutional Neural Networks

(2018) Weijia Li et al.   Remote Sensing

Individual Tree Detection from Unmanned Aerial Vehicle (UAV) Derived Canopy Height Model in an Open Canopy Mixed Conifer Forest

(2017) Midhun Mohan et al.   Forests

Efficient Framework for Palm Tree Detection in UAV Images

(2014) Salim Malek et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing