Plant phenomics: An overview of image acquisition technologies and image data analysis algorithms

F Perez-Sanz, PJ Navarro, M Egea-Cortines - GigaScience, 2017 - academic.oup.com
The study of phenomes or phenomics has been a central part of biology. The field of
automatic phenotype acquisition technologies based on images has seen an important …

Machine vision system for 3D plant phenotyping

A Chaudhury, C Ward, A Talasaz… - … ACM transactions on …, 2018 - ieeexplore.ieee.org
Machine vision for plant phenotyping is an emerging research area for producing high
throughput in agriculture and crop science applications. Since 2D based approaches have …

Integrated electrochemical Chip-on-Plant functional sensor for monitoring gene expression under stress

R Pandey, O Teig-Sussholz, S Schuster, A Avni… - Biosensors and …, 2018 - Elsevier
The ability to interact with plants, both to sense and to actuate, would open new
opportunities for precision agriculture. These interactions can be achieved by using the plant …

Machine learning and computer vision system for phenotype data acquisition and analysis in plants

PJ Navarro, F Pérez, J Weiss, M Egea-Cortines - Sensors, 2016 - mdpi.com
Phenomics is a technology-driven approach with promising future to obtain unbiased data of
biological systems. Image acquisition is relatively simple. However data handling and …

Sensors in agriculture and forestry

G Pajares, A Peruzzi, P Gonzalez-de-Santos - Sensors, 2013 - mdpi.com
Agriculture and Forestry are two broad and promising areas demanding technological
solutions with the aim of increasing production or accurate inventories for sustainability …

3DeepM: An ad hoc architecture based on deep learning methods for multispectral image classification

PJ Navarro, L Miller, A Gila-Navarro, MV Díaz-Galián… - Remote Sensing, 2021 - mdpi.com
Current predefined architectures for deep learning are computationally very heavy and use
tens of millions of parameters. Thus, computational costs may be prohibitive for many …

The Petunia CHANEL gene is a ZEITLUPE ortholog coordinating growth and scent profiles

MI Terry, F Pérez-Sanz, MV Díaz-Galián… - Cells, 2019 - mdpi.com
The floral perianth, comprising sepals and petals, conceals the sexual organs and attracts
pollinators. The coordination of growth and scent emission is not fully understood. We have …

Autonomous plant growing systems

ME Barrasso, AS Rosca, JD Fordyce… - US Patent …, 2020 - Google Patents
Primary Examiner Amandeep Saini (74) Attorney, Agent, or Firm-Brian R. Landry; Saul
Ewing Arnstein & Lehr LLP (57) ABSTRACT One aspect of the invention provides a system …

The snapdragon LATE ELONGATED HYPOCOTYL plays a dual role in activating floral growth and scent emission

MI Terry, F Pérez-Sanz, PJ Navarro, J Weiss… - Cells, 2019 - mdpi.com
The plant circadian clock controls a large number of internal processes, including growth
and metabolism. Scent emission displays a circadian pattern in many species such as the …

A 3-way hybrid approach to generate a new high-quality chimpanzee reference genome (Pan_tro_3. 0)

LFK Kuderna, C Tomlinson, LDW Hillier, A Tran… - …, 2017 - academic.oup.com
The chimpanzee is arguably the most important species for the study of human origins. A
key resource for these studies is a high-quality reference genome assembly; however, as …