Semantic segmentation of forest stands using deep learning
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Sandum, Håkon Næss, Ørka, Hans Ole, Tomic, Oliver, Næsset, Erik, Gobakken, Terje |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Assessing airborne laser scanning and aerial photogrammetry for deep learning-based stand delineation
par: Sandum, Håkon Næss, et autres
Publié: (2026)
par: Sandum, Håkon Næss, et autres
Publié: (2026)
Training point-based deep learning networks for forest segmentation with synthetic data
par: Capua, Francisco Raverta, et autres
Publié: (2024)
par: Capua, Francisco Raverta, et autres
Publié: (2024)
Unsupervised deep learning for semantic segmentation of multispectral LiDAR forest point clouds
par: Ruoppa, Lassi, et autres
Publié: (2025)
par: Ruoppa, Lassi, et autres
Publié: (2025)
Semantic segmentation on multi-resolution optical and microwave data using deep learning
par: Singla, Jai G, et autres
Publié: (2024)
par: Singla, Jai G, et autres
Publié: (2024)
3D forest semantic segmentation using multispectral LiDAR and 3D deep learning
par: Takhtkeshha, Narges, et autres
Publié: (2025)
par: Takhtkeshha, Narges, et autres
Publié: (2025)
PointsToWood: A deep learning framework for complete canopy leaf-wood segmentation of TLS data across diverse European forests
par: Owen, Harry J. F., et autres
Publié: (2025)
par: Owen, Harry J. F., et autres
Publié: (2025)
TreeLearn: A deep learning method for segmenting individual trees from ground-based LiDAR forest point clouds
par: Henrich, Jonathan, et autres
Publié: (2023)
par: Henrich, Jonathan, et autres
Publié: (2023)
Generative deep learning for foundational video translation in ultrasound
par: Tomic, Nikolina, et autres
Publié: (2025)
par: Tomic, Nikolina, et autres
Publié: (2025)
Towards general deep-learning-based tree instance segmentation models
par: Henrich, Jonathan, et autres
Publié: (2024)
par: Henrich, Jonathan, et autres
Publié: (2024)
A multi-center analysis of deep learning methods for video polyp detection and segmentation
par: Ghatwary, Noha, et autres
Publié: (2026)
par: Ghatwary, Noha, et autres
Publié: (2026)
Semantic segmentation with reward
par: Ting, Xie, et autres
Publié: (2025)
par: Ting, Xie, et autres
Publié: (2025)
Multi-temporal crack segmentation in concrete structures using deep learning approaches
par: Harb, Said, et autres
Publié: (2024)
par: Harb, Said, et autres
Publié: (2024)
Quantifying the roles of climate, herbivory, topography, and vegetation on tree establishment in the treeline ecotone
par: Ida M. Mienna, et autres
Publié: (2024)
par: Ida M. Mienna, et autres
Publié: (2024)
Defect Segmentation in OCT scans of ceramic parts for non-destructive inspection using deep learning
par: Laveda-Martínez, Andrés, et autres
Publié: (2025)
par: Laveda-Martínez, Andrés, et autres
Publié: (2025)
A generalised pre-training strategy for deep learning networks in semantic segmentation of remotely sensed images
par: Fang, Yuan, et autres
Publié: (2026)
par: Fang, Yuan, et autres
Publié: (2026)
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation
par: Sarker, Sushmita, et autres
Publié: (2024)
par: Sarker, Sushmita, et autres
Publié: (2024)
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning
par: Sykas, Dimitrios, et autres
Publié: (2022)
par: Sykas, Dimitrios, et autres
Publié: (2022)
Improving the generalization of deep learning models in the segmentation of mammography images
par: Hurtado, Jan, et autres
Publié: (2025)
par: Hurtado, Jan, et autres
Publié: (2025)
Regional quality estimation for echocardiography using deep learning
par: Van De Vyver, Gilles, et autres
Publié: (2024)
par: Van De Vyver, Gilles, et autres
Publié: (2024)
Semantic and structural image segmentation for prosthetic vision
par: Sanchez-Garcia, Melani, et autres
Publié: (2018)
par: Sanchez-Garcia, Melani, et autres
Publié: (2018)
Dynamically evolving segment anything model with continuous learning for medical image segmentation
par: Liu, Zhaori, et autres
Publié: (2025)
par: Liu, Zhaori, et autres
Publié: (2025)
A deep learning framework for glomeruli segmentation with boundary attention
par: Elhaminia, Behnaz, et autres
Publié: (2026)
par: Elhaminia, Behnaz, et autres
Publié: (2026)
SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data
par: Wielgosz, Maciej, et autres
Publié: (2024)
par: Wielgosz, Maciej, et autres
Publié: (2024)
Semantic segmentation for building houses from wooden cubes
par: Beleacov, Ivan
Publié: (2025)
par: Beleacov, Ivan
Publié: (2025)
Topology-based deep-learning segmentation method for deep anterior lamellar keratoplasty (DALK) surgical guidance using M-mode OCT data
par: Yu, J., et autres
Publié: (2025)
par: Yu, J., et autres
Publié: (2025)
Lightweight image segmentation for echocardiography
par: Kjelsrud, Anders, et autres
Publié: (2025)
par: Kjelsrud, Anders, et autres
Publié: (2025)
Improving 3D deep learning segmentation with biophysically motivated cell synthesis
par: Bruch, Roman, et autres
Publié: (2024)
par: Bruch, Roman, et autres
Publié: (2024)
Towards the automated segmentation of epicardial and mediastinal fats: A multi-manufacturer approach using intersubject registration and random forest
par: Rodrigues, É. O., et autres
Publié: (2026)
par: Rodrigues, É. O., et autres
Publié: (2026)
Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learning
par: Xiang, Binbin, et autres
Publié: (2023)
par: Xiang, Binbin, et autres
Publié: (2023)
Self-supervised learning improves robustness of deep learning lung tumor segmentation to CT imaging differences
par: Jiang, Jue, et autres
Publié: (2024)
par: Jiang, Jue, et autres
Publié: (2024)
Detecting and refurbishing ground truth errors during training of deep learning-based echocardiography segmentation models
par: Islam, Iman, et autres
Publié: (2026)
par: Islam, Iman, et autres
Publié: (2026)
Deep learning-based interactive segmentation in remote sensing
par: Wang, Zhe, et autres
Publié: (2023)
par: Wang, Zhe, et autres
Publié: (2023)
Coronary artery segmentation in non-contrast calcium scoring CT images using deep learning
par: Bujny, Mariusz, et autres
Publié: (2024)
par: Bujny, Mariusz, et autres
Publié: (2024)
DeepDamageNet: A two-step deep-learning model for multi-disaster building damage segmentation and classification using satellite imagery
par: Alisjahbana, Irene, et autres
Publié: (2024)
par: Alisjahbana, Irene, et autres
Publié: (2024)
A review of advancements in low-light image enhancement using deep learning
par: Liu, Fangxue, et autres
Publié: (2025)
par: Liu, Fangxue, et autres
Publié: (2025)
Denoising, segmentation and volumetric rendering of optical coherence tomography angiography (OCTA) image using deep learning techniques: a review
par: Chen, Kejie, et autres
Publié: (2025)
par: Chen, Kejie, et autres
Publié: (2025)
Monitoring morphometric drift in lifelong learning segmentation of the spinal cord
par: Karthik, Enamundram Naga, et autres
Publié: (2025)
par: Karthik, Enamundram Naga, et autres
Publié: (2025)
Prompt learning with bounding box constraints for medical image segmentation
par: Gaillochet, Mélanie, et autres
Publié: (2025)
par: Gaillochet, Mélanie, et autres
Publié: (2025)
X-Ray cardiac angiographic vessel segmentation based on pixel classification using machine learning and region growing
par: Rodrigues, E O, et autres
Publié: (2026)
par: Rodrigues, E O, et autres
Publié: (2026)
Postoperative glioblastoma segmentation: Development of a fully automated pipeline using deep convolutional neural networks and comparison with currently available models
par: Cepeda, Santiago, et autres
Publié: (2024)
par: Cepeda, Santiago, et autres
Publié: (2024)
Documents similaires
-
Assessing airborne laser scanning and aerial photogrammetry for deep learning-based stand delineation
par: Sandum, Håkon Næss, et autres
Publié: (2026) -
Training point-based deep learning networks for forest segmentation with synthetic data
par: Capua, Francisco Raverta, et autres
Publié: (2024) -
Unsupervised deep learning for semantic segmentation of multispectral LiDAR forest point clouds
par: Ruoppa, Lassi, et autres
Publié: (2025) -
Semantic segmentation on multi-resolution optical and microwave data using deep learning
par: Singla, Jai G, et autres
Publié: (2024) -
3D forest semantic segmentation using multispectral LiDAR and 3D deep learning
par: Takhtkeshha, Narges, et autres
Publié: (2025)