Leaf segmentation in plant phenotyping: a collation study

QR Code

Leaf segmentation in plant phenotyping: a collation study

Image-based plant phenotyping is a growing application area of computer vision in agriculture. A key task is the segmentation of all individual leaves in images. Here we focus on the most common rosette model plants, Arabidopsis and young tobacco. Although leaves do share appearance and shape charac...

Full description

Bibliographic Details
Main Authors:	Scharr, Hanno, Minervini, Massimo, French, Andrew P., Klukas, Christian, Kramer, David M., Liu, Xiaoming, Luengo, Imanol, Pape, Jean-Michel, Polder, Gerrit, Vukadinovic, Danijela, Yin, Xi, Tsaftaris, Sotirios A.
Format:	Article
Published:	Springer Verlag 2016
Subjects:	Plant phenotyping; Leaf; Multi-instance segmentation; Machine learning
Online Access:	https://eprints.nottingham.ac.uk/34197/

Similar Items

SMURFS: superpixels from multi-scale refinement of super-regions
by: Luengo, Imanol, et al.
Published: (2016)

Fast global interactive volume segmentation with regional supervoxel descriptors
by: Luengo, Imanol, et al.
Published: (2016)

Selective labeling: identifying representative sub-volumes for interactive segmentation
by: Luengo, Imanol, et al.
Published: (2016)

Ubiquity of ToxA and absence of ToxB in Australian populationsof Pyrenophora tritici-repentis
by: Antoni, E., et al.
Published: (2010)

Root morphology and seed and leaf ionomic traits in a Brassica napus L. diversity panel show wide phenotypic variation and are characteristic of crop habit
by: Thomas, C.L., et al.
Published: (2016)

Deep Learning for Plant Phenotyping
by: Mori, Matteo
Published: (2016)

Solving a large real-world bus driver scheduling problem with a multi-assignment based heuristic algorithm
by: Constantino, Ademir Aparecido, et al.
Published: (2017)

SuRVoS: Super-Region Volume Segmentation workbench
by: Luengo, Imanol, et al.
Published: (2017)

Root system markup language: toward an unified root architecture description language
by: Lobet, Guillaume, et al.
Published: (2015)

Phenotypic and molecular diversity and genotype stability analysis of torch ginger [Etlingera elatior (Jack) R.M. Sm.] germplasm in peninsular Malaysia
by: Ismail, Nor Asiah
Published: (2018)

Workforce scheduling and routing problems: literature survey and computational study
by: Castillo-Salazar, J. Arturo, et al.
Published: (2016)

Detecting danger in roads: an immune-inspired technique to identify heavy goods vehicles incident hot spots
by: Figueredo, Grazziela P., et al.
Published: (2017)

Instance reduction for one-class classification
by: Krawczyk, Bartosz, et al.
Published: (2018)

Hierarchical super-regions and their applications to biological volume segmentation
by: Luengo, Imanol
Published: (2018)

Leaf yellowing of the wheat cultivar Mace in the absence of yellowspot disease
by: Moffat, Caroline, et al.
Published: (2014)

Open ebusiness ontology usage: investigating community implementation of goodrelations
by: Ashraf, Jamshaid, et al.
Published: (2011)

Early detection of drought stress in grass swards with imaging spectroscopy
by: Schut, Antonius, et al.
Published: (2003)

Impact of fire on leaf nutrients, arthropod fauna and herbivory of native and exotic eucalypts in Kings Park, Perth, Western Australia
by: Radho-Toly, S., et al.
Published: (2001)

Chemical Constituents of Murraya Koenigii (Rutaceae) and Their Biological Activities
by: Ahmad, Kartini
Published: (1999)

Synthesis of girinimbine and its derivatives and their anti- lung cancer activity
by: Osman, Fatin Nurul Atiqah
Published: (2017)

VARIATION WITHIN BREWING YEAST POPULATIONS
by: Brindley, Stephanie
Published: (2019)

Integrating the user's perspective into object-based land cover mapping
by: Gomes da Costa, Hugo Alexandre
Published: (2016)

The genomic basis for shell polymorphism in land snails
by: Johansen, Margrethe
Published: (2024)

Phenotyping: Targeting genotype’s rich cousin for diagnosis
by: Baynam, G., et al.
Published: (2015)

Micro and nanoscale imaging of leaf surfaces
by: Walker, Shaun C.
Published: (2017)

Increasing leaf vein density via mutagenesis in rice results in an enhanced rate of photosynthesis, smaller cell sizes and can reduce interveinal mesophyll cell number
by: Feldman, Aryo B., et al.
Published: (2017)

Imaging spectroscopy for early detection of nitrogen deficiency in grass swards
by: Schut, Antonius, et al.
Published: (2003)

Ecology and ecophysiology of southwestern Australian hakea species with contrasting leaf morphology and life forms.
by: Groom, Philip K.
Published: (1996)

Evaluation of Leucaena leucocephala leaf meal as a protein source for growing-finishing pigs
by: Zakayo, Griffin A.
Published: (1998)

Aligning a New Reference Genetic Map of Lupinus angustifolius with the Genome Sequence of the Model Legume, Lotus japonicus
by: Nelson, M., et al.
Published: (2010)

Cell density and airspace patterning in the leaf can be manipulated to increase leaf photosynthetic capacity
by: Lehmeier, Christoph, et al.
Published: (2017)

Physiological phenotyping of human frailty
by: Taylor, Joseph
Published: (2024)

Phenotype and genotype variation, stem cutting growth performance and pod maturity of Moringa oleifera
by: Mohamad, Munirah
Published: (2013)

Influence of Carica papaya L. consumption on the lymphocyte phenotypes in males and females
by: Jumat, Nur Ramziahrazanah
Published: (2015)

Multi-atlas segmentation using clustering, local non-linear manifold embeddings and target-specific templates
by: Arthofer, Christoph
Published: (2018)

Segmentation, and the Indian Automobile Industry
by: Narain, Raghav
Published: (2006)

Differences in MAT gene distribution and expression between Rhynchosporium species on grasses
by: King, K.M., et al.
Published: (2015)

Leaf pigmentation in Cannabis sativa: Characterization of anthocyanin biosynthesis in colorful Cannabis varieties
by: Gagalova, Kristina K., et al.
Published: (2024)

Catalytic reforming of tar during gasification. Part III. Effects of feedstock on tar reforming using ilmenite as a catalyst
by: Min, Zhenhua, et al.
Published: (2013)

Generation of a ToxA knockout strain of the wheat tan spot pathogen Pyrenophora tritici-repentis
by: Moffat, Caroline, et al.
Published: (2014)