Computer Vision, Machine Learning, and the Promise of Phenomics in Ecology and Evolutionary Biology
出版年份 2021 全文链接
标题
Computer Vision, Machine Learning, and the Promise of Phenomics in Ecology and Evolutionary Biology
作者
关键词
-
出版物
Frontiers in Ecology and Evolution
Volume 9, Issue -, Pages -
出版商
Frontiers Media SA
发表日期
2021-04-21
DOI
10.3389/fevo.2021.642774
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Correlational selection in the age of genomics
- (2021) Erik I. Svensson et al. Nature Ecology & Evolution
- ML‐morph: A fast, accurate and general approach for automated detection and landmarking of biological structures in images
- (2020) Arthur Porto et al. Methods in Ecology and Evolution
- Three critical factors affecting automated image species recognition performance for camera traps
- (2020) Stefan Schneider et al. Ecology and Evolution
- Measuring Complex Morphological Traits with 3D Photogrammetry: A Case Study with Deer Antlers
- (2020) Masahito Tsuboi et al. Evolutionary Biology
- A multidimensional approach to the expression of phenotypic plasticity
- (2020) Thibaut Morel‐Journel et al. FUNCTIONAL ECOLOGY
- High-throughput laboratory evolution reveals evolutionary constraints in Escherichia coli
- (2020) Tomoya Maeda et al. Nature Communications
- Automated Taxonomic Identification of Insects with Expert-Level Accuracy Using Effective Feature Transfer from Convolutional Networks
- (2019) Miroslav Valan et al. SYSTEMATIC BIOLOGY
- A Multivariate Genome-Wide Association Study of Wing Shape in Drosophilamelanogaster
- (2019) William Pitchers et al. GENETICS
- Insect egg size and shape evolve with ecology but not developmental rate
- (2019) Samuel H. Church et al. NATURE
- Integrating natural history collections and comparative genomics to study the genetic architecture of convergent evolution
- (2019) Sangeet Lamichhaney et al. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
- A key metabolic gene for recurrent freshwater colonization and radiation in fishes
- (2019) Asano Ishikawa et al. SCIENCE
- Cryptic genetic variation accelerates evolution by opening access to diverse adaptive peaks
- (2019) Jia Zheng et al. SCIENCE
- A dataset of egg size and shape from more than 6,700 insect species
- (2019) Samuel H. Church et al. Scientific Data
- Computational analysis of size, shape and structure of insect wings
- (2019) Mary K. Salcedo et al. Biology Open
- WorMachine: machine learning-based phenotypic analysis tool for worms
- (2018) Adam Hakim et al. BMC BIOLOGY
- Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning
- (2018) Mohammad Sadegh Norouzzadeh et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- trackdem : Automated particle tracking to obtain population counts and size distributions from videos in r
- (2018) Marjolein Bruijning et al. Methods in Ecology and Evolution
- CellProfiler 3.0: Next-generation image processing for biology
- (2018) Claire McQuin et al. PLOS BIOLOGY
- A simple developmental model recapitulates complex insect wing venation patterns
- (2018) Jordan Hoffmann et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Machine learning for image based species identification
- (2018) Jana Wäldchen et al. Methods in Ecology and Evolution
- Open-Source High-Throughput Phenomics of Bacterial Promoter-Reporter Strains
- (2018) Shawn French et al. Cell Systems
- Mutation predicts 40 million years of fly wing evolution
- (2017) David Houle et al. NATURE
- Trait Correlations in the Genomics Era
- (2017) Julia B. Saltz et al. TRENDS IN ECOLOGY & EVOLUTION
- Deep Plant Phenomics: A Deep Learning Platform for Complex Plant Phenotyping Tasks
- (2017) Jordan R. Ubbens et al. Frontiers in Plant Science
- PlantCV v2: Image analysis software for high-throughput plant phenotyping
- (2017) Malia A. Gehan et al. PeerJ
- A plethora of pleiotropy across complex traits
- (2016) Peter M Visscher et al. NATURE GENETICS
- How many more? Sample size determination in studies of morphological integration and evolvability
- (2016) Mark Grabowski et al. Methods in Ecology and Evolution
- ClickPoints : an expandable toolbox for scientific image annotation and analysis
- (2016) Richard C. Gerum et al. Methods in Ecology and Evolution
- Just Google it: assessing the use of Google Images to describe geographical variation in visible traits of organisms
- (2016) Gabriella R. M. Leighton et al. Methods in Ecology and Evolution
- Scan-o-matic: High-Resolution Microbial Phenomics at a Massive Scale
- (2016) Martin Zackrisson et al. G3-Genes Genomes Genetics
- Deep learning
- (2015) Yann LeCun et al. NATURE
- The differential view of genotype–phenotype relationships
- (2015) Virginie Orgogozo et al. Frontiers in Genetics
- Genomics and the origin of species
- (2014) Ole Seehausen et al. NATURE REVIEWS GENETICS
- Ultra High Content Image Analysis and Phenotype Profiling of 3D Cultured Micro-Tissues
- (2014) Zi Di et al. PLoS One
- MotionMeerkat: integrating motion video detection and ecological monitoring
- (2014) Ben G. Weinstein Methods in Ecology and Evolution
- Harnessing the power of big data: infusing the scientific method with machine learning to transform ecology
- (2014) Debra P. C. Peters et al. Ecosphere
- A Review of the Pinned Photodiode for CCD and CMOS Image Sensors
- (2014) Eric R. Fossum et al. IEEE Journal of the Electron Devices Society
- Ecology and Sexual Selection: Evolution of Wing Pigmentation in Calopterygid Damselflies in Relation to Latitude, Sexual Dimorphism, and Speciation
- (2013) Erik I. Svensson et al. AMERICAN NATURALIST
- Animal biometrics: quantifying and detecting phenotypic appearance
- (2013) Hjalmar S. Kühl et al. TRENDS IN ECOLOGY & EVOLUTION
- A computational image analysis glossary for biologists
- (2012) A. H. K. Roeder et al. DEVELOPMENT
- Fiji: an open-source platform for biological-image analysis
- (2012) Johannes Schindelin et al. NATURE METHODS
- Whole-animal imaging, gene function, and the Zebrafish Phenome Project
- (2011) Keith C Cheng et al. CURRENT OPINION IN GENETICS & DEVELOPMENT
- Optimal Multi-Level Thresholding Based on Maximum Tsallis Entropy via an Artificial Bee Colony Approach
- (2011) Yudong Zhang et al. Entropy
- Measurement and Meaning in Biology
- (2011) David Houle et al. QUARTERLY REVIEW OF BIOLOGY
- Phenomics – technologies to relieve the phenotyping bottleneck
- (2011) Robert T. Furbank et al. TRENDS IN PLANT SCIENCE
- Guidelines for estimating repeatability
- (2011) Matthew E. Wolak et al. Methods in Ecology and Evolution
- QUANTIFICATION OF BIOFILMS IN MULTI-SPECTRAL DIGITAL1 VOLUMES FROM CONFOCAL LASER-SCANNING MICROSCOPES
- (2011) Karsten Rodenacker et al. Image Analysis & Stereology
- Damselfly females prefer hot males: higher courtship success in males in sunspots
- (2010) Yoshitaka Tsubaki et al. BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY
- Insights into animal temperature adaptations revealed through thermal imaging
- (2010) G J Tattersall et al. IMAGING SCIENCE JOURNAL
- Automated processing and identification of benthic invertebrate samples
- (2010) David A. Lytle et al. JOURNAL OF THE NORTH AMERICAN BENTHOLOGICAL SOCIETY
- Phenomics: the next challenge
- (2010) David Houle et al. NATURE REVIEWS GENETICS
- Phenotypic plasticity's impacts on diversification and speciation
- (2010) David W. Pfennig et al. TRENDS IN ECOLOGY & EVOLUTION
- Adaptation, Plasticity, and Extinction in a Changing Environment: Towards a Predictive Theory
- (2010) Luis-Miguel Chevin et al. PLOS BIOLOGY
- Digital Quantification of Human Eye Color Highlights Genetic Association of Three New Loci
- (2010) Fan Liu et al. PLoS Genetics
- Adaptation to an extraordinary environment by evolution of phenotypic plasticity and genetic assimilation
- (2009) R. LANDE JOURNAL OF EVOLUTIONARY BIOLOGY
- Phenomics: the systematic study of phenotypes on a genome-wide scale
- (2009) R.M. Bilder et al. NEUROSCIENCE
- Heat Exchange from the Toucan Bill Reveals a Controllable Vascular Thermal Radiator
- (2009) Glenn J. Tattersall et al. SCIENCE
- The Tempo and Mode of Three‐Dimensional Morphological Evolution in Male Reproductive Structures
- (2008) Mark A. McPeek et al. AMERICAN NATURALIST
- NEW MULTIDIMENSIONAL FUNCTIONAL DIVERSITY INDICES FOR A MULTIFACETED FRAMEWORK IN FUNCTIONAL ECOLOGY
- (2008) Sébastien Villéger et al. ECOLOGY
- Use of fluorescence information for automated phytoplankton investigation by image analysis
- (2008) B. A. Hense et al. JOURNAL OF PLANKTON RESEARCH
- What is principal component analysis?
- (2008) Markus Ringnér NATURE BIOTECHNOLOGY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started