Individual tree crown extraction of natural elm in UAV RGB imagery via an efficient two-stage instance segmentation model

Deep learning: as the new frontier in high-throughput plant phenotyping

(2022) Sunny Arya et al.   EUPHYTICA

Assessing tree height and density of a young forest using a consumer unmanned aerial vehicle (UAV)

(2021) Zhenbang Hao et al.   NEW FORESTS

Review on Convolutional Neural Networks (CNN) in vegetation remote sensing

(2021) Teja Kattenborn et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Individual Tree Crown Delineation From UAS Imagery Based on Region Growing by Over-Segments With a Competitive Mechanism

(2021) Jianyu Gu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Lung tumor segmentation using improved region growing algorithm

(2020) Jamshid Soltani-Nabipour et al.   Nuclear Engineering and Technology

Deep learning in environmental remote sensing: Achievements and challenges

(2020) Qiangqiang Yuan et al.   REMOTE SENSING OF ENVIRONMENT

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

Tree Crown Delineation Algorithm Based on a Convolutional Neural Network

(2020) José R. G. Braga et al.   Remote Sensing

Individual Tree Crown Delineation from UAS Imagery Based on Region Growing and Growth Space Considerations

(2020) Jianyu Gu et al.   Remote Sensing

Delineation of Tree Patches in a Mangrove-Marsh Transition Zone by Watershed Segmentation of Aerial Photographs

(2020) Himadri Biswas et al.   Remote Sensing

Detecting and mapping tree seedlings in UAV imagery using convolutional neural networks and field-verified data

(2020) Grant D. Pearse et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An unexpectedly large count of trees in the West African Sahara and Sahel

(2020) Martin Brandt et al.   NATURE

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

Automatic laser profile recognition and fast tracking for structured light measurement using deep learning and template matching

(2020) Shengchun Wang et al.   MEASUREMENT

Detection of Fir Trees (Abies sibirica) Damaged by the Bark Beetle in Unmanned Aerial Vehicle Images with Deep Learning

(2019) Anastasiia Safonova et al.   Remote Sensing

Segmentation for Object-Based Image Analysis (OBIA): A review of algorithms and challenges from remote sensing perspective

(2019) Mohammad D. Hossain et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Fig Plant Segmentation from Aerial Images Using a Deep Convolutional Encoder-Decoder Network

(2019) Jorge Fuentes-Pacheco et al.   Remote Sensing

Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks

(2019) Ben G. Weinstein et al.   Remote Sensing

Deep learning based banana plant detection and counting using high-resolution red-green-blue (RGB) images collected from unmanned aerial vehicle (UAV)

(2019) Bipul Neupane et al.   PLoS One

Automated Detection of Conifer Seedlings in Drone Imagery Using Convolutional Neural Networks

(2019) Michael Fromm et al.   Remote Sensing

Cascade R-CNN: High Quality Object Detection and Instance Segmentation

(2019) Zhaowei Cai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Improving Individual Tree Crown Delineation and Attributes Estimation of Tropical Forests Using Airborne LiDAR Data

(2018) Wan Wan Mohd Jaafar et al.   Forests

Show and Tell: Lessons Learned from the 2015 MSCOCO Image Captioning Challenge

(2017) Oriol Vinyals et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Tree crown detection and delineation in satellite images using probabilistic voting

(2017) Abdullah H. Özcan et al.   Remote Sensing Letters

Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

(2017) Olli Nevalainen et al.   Remote Sensing

An individual tree crown delineation method based on multi-scale segmentation of imagery

(2012) Linhai Jing et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparison of six individual tree crown detection algorithms evaluated under varying forest conditions

(2011) Morten Larsen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A review of methods for automatic individual tree-crown detection and delineation from passive remote sensing

(2011) Yinghai Ke et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING