Multi-Species Individual Tree Segmentation and Identification Based on Improved Mask R-CNN and UAV Imagery in Mixed Forests
出版年份 2022 全文链接
标题
Multi-Species Individual Tree Segmentation and Identification Based on Improved Mask R-CNN and UAV Imagery in Mixed Forests
作者
关键词
-
出版物
Remote Sensing
Volume 14, Issue 4, Pages 874
出版商
MDPI AG
发表日期
2022-02-14
DOI
10.3390/rs14040874
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- A deep learning approach to the screening of malaria infection: Automated and rapid cell counting, object detection and instance segmentation using mask R-CNN
- (2021) De Rong Loh et al. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS
- Growing status observation for oil palm trees using Unmanned Aerial Vehicle (UAV) images
- (2021) Juepeng Zheng et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN
- (2021) Anastasiia Safonova et al. SENSORS
- Recent Advances in Unmanned Aerial Vehicle Forest Remote Sensing—A Systematic Review. Part I: A General Framework
- (2021) Riccardo Dainelli et al. Forests
- Application of Generated Mask Method Based on Mask R-CNN in Classification and Detection of Melanoma
- (2021) Xingmei Cao et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- A CNN approach to simultaneously count plants and detect plantation-rows from UAV imagery
- (2021) Lucas Prado Osco et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Remote sensing image building detection method based on Mask R-CNN
- (2021) Qinzhe Han et al. Complex & Intelligent Systems
- Deep learning-based apple detection using a suppression mask R-CNN
- (2021) Pengyu Chu et al. PATTERN RECOGNITION LETTERS
- Deep Learning in Forestry Using UAV-Acquired RGB Data: A Practical Review
- (2021) Yago Diez et al. Remote Sensing
- Tree species diversity mapping using UAS-based digital aerial photogrammetry point clouds and multispectral imageries in a subtropical forest invaded by moso bamboo (Phyllostachys edulis)
- (2021) Kun Liu et al. International Journal of Applied Earth Observation and Geoinformation
- A Mask R-CNN based particle identification for quantitative shape evaluation of granular materials
- (2021) Dangfu Yang et al. POWDER TECHNOLOGY
- An Improved Res-UNet Model for Tree Species Classification Using Airborne High-Resolution Images
- (2020) Kaili Cao et al. Remote Sensing
- Tree Crown Delineation Algorithm Based on a Convolutional Neural Network
- (2020) José R. G. Braga et al. Remote Sensing
- An unexpectedly large count of trees in the West African Sahara and Sahel
- (2020) Martin Brandt et al. NATURE
- Three-dimensional convolutional neural network model for tree species classification using airborne hyperspectral images
- (2020) Bin Zhang et al. REMOTE SENSING OF ENVIRONMENT
- 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 Delineation and Height Measurement of Regenerating Conifer Crowns under Leaf-Off Conditions Using UAV Imagery
- (2020) Andrew J. Chadwick et al. Remote Sensing
- CNN-Based Tree Species Classification Using High Resolution RGB Image Data from Automated UAV Observations
- (2020) Sebastian Egli et al. Remote Sensing
- Damage-Map Estimation Using UAV Images and Deep Learning Algorithms for Disaster Management System
- (2020) Dai Quoc Tran et al. Remote Sensing
- Individual tree crown delineation from high-resolution UAV images in broadleaf forest
- (2020) Mojdeh Miraki et al. Ecological Informatics
- Multitemporal hyperspectral tree species classification in the Białowieża Forest World Heritage site
- (2020) Aneta Modzelewska et al. FORESTRY
- 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
- Large Scale Palm Tree Detection In High Resolution Satellite Images Using U-Net
- (2019) Maximilian Freudenberg et al. Remote Sensing
- Tree species classification in tropical forests using visible to shortwave infrared WorldView-3 images and texture analysis
- (2019) Matheus Pinheiro Ferreira et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs
- (2019) Anderson Aparecido dos Santos et al. SENSORS
- An End to End Process Development for UAV-SfM Based Forest Monitoring: Individual Tree Detection, Species Classification and Carbon Dynamics Simulation
- (2019) Fujimoto et al. Forests
- Faster training of Mask R-CNN by focusing on instance boundaries
- (2019) Roland S. Zimmermann et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- Overselling overall map accuracy misinforms about research reliability
- (2019) Guofan Shao et al. LANDSCAPE ECOLOGY
- Boundary-Weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation
- (2019) Qikui Zhu et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Mask R-CNN
- (2018) Kaiming He et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- A Local Projection-Based Approach to Individual Tree Detection and 3-D Crown Delineation in Multistoried Coniferous Forests Using High-Density Airborne LiDAR Data
- (2018) Aravind Harikumar et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images
- (2018) Fabien Hubert Wagner et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
- (2017) Shaoqing Ren et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Airborne laser-guided imaging spectroscopy to map forest trait diversity and guide conservation
- (2017) G. P. Asner et al. SCIENCE
- Individual Tree Species Classification From Airborne Multisensor Imagery Using Robust PCA
- (2016) Juheon Lee et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data
- (2016) Matheus Pinheiro Ferreira et al. REMOTE SENSING OF ENVIRONMENT
- Assessing the utility WorldView-2 imagery for tree species mapping in South African subtropical humid forest and the conservation implications: Dukuduku forest patch as case study
- (2015) Moses Azong Cho et al. International Journal of Applied Earth Observation and Geoinformation
- A novel transferable individual tree crown delineation model based on Fishing Net Dragging and boundary classification
- (2015) Tao Liu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Mapping tree density at a global scale
- (2015) T. W. Crowther et al. NATURE
- On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images
- (2015) G. Tochon et al. REMOTE SENSING OF ENVIRONMENT
- A hybrid framework for single tree detection from airborne laser scanning data: A case study in temperate mature coniferous forests in Ontario, Canada
- (2014) Junjie Zhang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm
- (2012) Onisimo Mutanga et al. International Journal of Applied Earth Observation and Geoinformation
- 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
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started