Discover Community Create You

Loading publication...

Noodle always counts identifier-free feature events for service operation. With your permission, Google Analytics can also estimate audience and engagement. Search text, publication identifiers, cookies, IP addresses and browser fingerprints are never included in Noodle's first-party event counters.

Privacy details

Article

Affordable Imaging Lab for Noninvasive Analysis of Biomass and Early Vigour in Cereal Crops.

BioMed research international - 1 Jan 2018

Armoniené Rita, Odilbekov Firuz, Vivekanand Vivekanand, Chawade Aakash

Abstract excerpt

Plant phenotyping by imaging allows automated analysis of plants for various morphological and physiological traits. In this work, we developed a low-cost RGB imaging phenotyping lab (LCP lab) for low-throughput imaging and analysis using affordable imaging equipment and freely available software. LCP lab comprising RGB imaging and analysis pipeline is set up and demonstrated with early vigour analysis in wheat....

Read the complete abstract on PubMed

Topics

Share this publication in a Topic to start or enrich a Post.

Share to Biomass
Share to Crops, Agricultural
Share to Edible Grain

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Share to Hybrid Vigor

Share to Imaging, Three-Dimensional

Share to Photography

Share to Statistics as Topic

Share to Triticum

Source

Open in PubMed Open full text

Identifiers

PMID: 29850536
DOI: 10.1155/2018/5713158
PMCID: PMC5933035

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

Related research

Semantic proximity does not establish scientific evidence.

Research trail→

Click a neighbor to travelStep 1 · 12 closest

Affordable Imaging Lab for Noninvasive Analysis of Biomass and Early Vigour in Cereal Crops.PMID 29850536Read ↗

Optical Imaging Resources for Crop Phenotyping and Stress Detection.Semantic proximity Read ↗

Dynamic quantification of canopy structure to characterize early plant vigour in wheat genotypes.Semantic proximity Read ↗

Phenotiki: an open software and hardware platform for affordable and easy image-based phenotyping of rosette-shaped plants.Semantic proximity Read ↗

Growth Analysis of Wheat Using Machine Vision: Opportunities and Challenges.Semantic proximity Read ↗

Resources for image-based high-throughput phenotyping in crops and data sharing challenges.Semantic proximity Read ↗

An Overview of High-Throughput Crop Phenotyping: Platform, Image Analysis, Data Mining, and Data Management.Semantic proximity Read ↗

Thermal imaging: The digital eye facilitates high-throughput phenotyping traits of plant growth and stress responses.Semantic proximity Read ↗

High-Throughput Extraction of Seed Traits Using Image Acquisition and Analysis.Semantic proximity Read ↗

Imaging and Analysis for Quantifying Maize (Zea mays) Abiotic Stress Phenotypes.Semantic proximity Read ↗

Advances in optical phenotyping of cereal crops.Semantic proximity Read ↗

BreedVision--a multi-sensor platform for non-destructive field-based phenotyping in plant breeding.Semantic proximity Read ↗

OPEN leaf: an open-source cloud-based phenotyping system for tracking dynamic changes at leaf-specific resolution in Arabidopsis.Semantic proximity Read ↗

⌁Select a neighboring publication to make it the new centre.