标题
Segmentation of roots in soil with U-Net
作者
关键词
-
出版物
Plant Methods
Volume 16, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2020-02-08
DOI
10.1186/s13007-020-0563-0
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Uptake of subsoil water below 2 m fails to alleviate drought response in deep-rooted Chicory (Cichorium intybus L.)
- (2019) Camilla Ruø Rasmussen et al. PLANT AND SOIL
- RootNav 2.0: Deep learning for automatic navigation of complex plant root architectures
- (2019) Robail Yasrab et al. GigaScience
- ‘Squeeze & excite’ guided few-shot segmentation of volumetric images
- (2019) Abhijit Guha Roy et al. MEDICAL IMAGE ANALYSIS
- A systematic study of the class imbalance problem in convolutional neural networks
- (2018) Mateusz Buda et al. NEURAL NETWORKS
- Fully convolutional multi-scale residual DenseNets for cardiac segmentation and automated cardiac diagnosis using ensemble of classifiers
- (2018) Mahendra Khened et al. MEDICAL IMAGE ANALYSIS
- ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks
- (2017) Abhijit Guha Roy et al. Biomedical Optics Express
- Deep machine learning provides state-of-the-art performance in image-based plant phenotyping
- (2017) Michael P. Pound et al. GigaScience
- An Empirical Study Into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation
- (2016) Thomas A. Lampert et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
- (2016) Nima Tajbakhsh et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- A portable fluorescence spectroscopy imaging system for automated root phenotyping in soil cores in the field
- (2016) Anton Wasson et al. JOURNAL OF EXPERIMENTAL BOTANY
- Machine Learning for Plant Phenotyping Needs Image Processing
- (2016) Sotirios A. Tsaftaris et al. TRENDS IN PLANT SCIENCE
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
- (2015) Bjoern H. Menze et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- RootGraph: a graphic optimization tool for automated image analysis of plant roots
- (2015) Jinhai Cai et al. JOURNAL OF EXPERIMENTAL BOTANY
- Identifying new deep-rooted plant species suitable as undersown nitrogen catch crops
- (2015) K. Thorup-Kristensen et al. JOURNAL OF SOIL AND WATER CONSERVATION
- Deep learning
- (2015) Yann LeCun et al. NATURE
- scikit-image: image processing in Python
- (2014) Stéfan van der Walt et al. PeerJ
- A rapid, controlled-environment seedling root screen for wheat correlates well with rooting depths at vegetative, but not reproductive, stages at two field sites
- (2013) M. Watt et al. ANNALS OF BOTANY
- An online database for plant image analysis software tools
- (2013) Guillaume Lobet et al. Plant Methods
- In Situ Root System Architecture Extraction from Magnetic Resonance Imaging for Water Uptake Modeling
- (2013) Laura Stingaciu et al. VADOSE ZONE JOURNAL
- How to study deep roots—and why it matters
- (2013) Jean-Luc Maeght et al. Frontiers in Plant Science
- GROWSCREEN-Rhizo is a novel phenotyping robot enabling simultaneous measurements of root and shoot growth for plants grown in soil-filled rhizotrons
- (2012) Kerstin A. Nagel et al. FUNCTIONAL PLANT BIOLOGY
- Learning Hierarchical Features for Scene Labeling
- (2012) Clement Farabet et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Traits and selection strategies to improve root systems and water uptake in water-limited wheat crops
- (2012) A. P. Wasson et al. JOURNAL OF EXPERIMENTAL BOTANY
- Root-growth characteristics contributing to genotypic variation in nitrogen efficiency of oilseed rape
- (2012) Abdullah Ulas et al. JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE
- New roots for agriculture: exploiting the root phenome
- (2012) J. P. Lynch et al. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
- Root taxa identification in plant mixtures – current techniques and future challenges
- (2012) Boris Rewald et al. PLANT AND SOIL
- Developing X-ray Computed Tomography to non-invasively image 3-D root systems architecture in soil
- (2011) S. J. Mooney et al. PLANT AND SOIL
- Shovelomics: high throughput phenotyping of maize (Zea mays L.) root architecture in the field
- (2010) Samuel Trachsel et al. PLANT AND SOIL
- The effects of dwarfing genes on seedling root growth of wheat
- (2009) T. Wojciechowski et al. JOURNAL OF EXPERIMENTAL BOTANY
- Rapid automated detection of roots in minirhizotron images
- (2008) Guang Zeng et al. MACHINE VISION AND APPLICATIONS
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