Cargando…

Study of an Extensive Set of Eye Movement Features: Extraction Methods and Statistical Analysis

This work presents a study of an extensive set of 101 categories of eye movement features from three types of eye movement events: fixations, saccades, and post-saccadic oscillations. We present a unified framework of methods for the extraction of features that describe the temporal, positional and...

Descripción completa

Detalles Bibliográficos
Autores principales:	Rigas, Ioannis, Friedman, Lee, Komogortsev, Oleg
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Bern Open Publishing 2018
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7722561/ https://www.ncbi.nlm.nih.gov/pubmed/33828682 http://dx.doi.org/10.16910/jemr.11.1.3

Ejemplares similares

Method to assess the temporal persistence of potential biometric features: Application to oculomotor, gait, face and brain structure databases
por: Friedman, Lee, et al.
Publicado: (2017)

GazeBase, a large-scale, multi-stimulus, longitudinal eye movement dataset
por: Griffith, Henry, et al.
Publicado: (2021)

GazeBaseVR, a large-scale, longitudinal, binocular eye-tracking dataset collected in virtual reality
por: Lohr, Dillon, et al.
Publicado: (2023)

Why Temporal Persistence of Biometric Features, as Assessed by the Intraclass Correlation Coefficient, Is So Valuable for Classification Performance
por: Friedman, Lee, et al.
Publicado: (2020)

Multimodality During Fixation – Part II: Evidence for Multimodality in Spatial Precision-Related Distributions and Impact on Precision Estimates
por: Friedman, Lee, et al.
Publicado: (2021)

A Graph-Based Extension for the Set-Based Model Implementing Algorithms Based on Important Nodes
por: Kalogeropoulos, Nikitas-Rigas, et al.
Publicado: (2020)

Angular Offset Distributions During Fixation Are, More Often Than Not, Multimodal
por: Friedman, Lee, et al.
Publicado: (2021)

An Effective Gaze-Based Authentication Method with the Spatiotemporal Feature of Eye Movement
por: Yin, Jinghui, et al.
Publicado: (2022)

Statistics of eye movements in scene categorization and scene memorization
por: Chen, Xin, et al.
Publicado: (2012)

An extensive dataset of eye movements during viewing of complex images
por: Wilming, Niklas, et al.
Publicado: (2017)

The eye that binds: Feature integration is not disrupted by saccadic eye movements
por: Reuther, Josephine, et al.
Publicado: (2019)

Feature Extraction of Shoulder Joint’s Voluntary Flexion-Extension Movement Based on Electroencephalography Signals for Power Assistance
por: Liang, Hongbo, et al.
Publicado: (2018)

Eye Melanoma Diagnosis System using Statistical Texture Feature Extraction and Soft Computing Techniques
por: Olaniyi, Ebenezer Obaloluwa, et al.
Publicado: (2023)

Biometric Identification Based on Eye Movement Dynamic Features
por: Harezlak, Katarzyna, et al.
Publicado: (2021)

Measuring torsional eye movements by tracking stable iris features
por: Ong, James K.Y., et al.
Publicado: (2010)

Motion tracking of iris features to detect small eye movements
por: Chaudhary, Aayush K., et al.
Publicado: (2019)

Foveal vision anticipates defining features of eye movement targets
por: Kroell, Lisa M, et al.
Publicado: (2022)

Intra- and Inter-Rater Reliability of Manual Feature Extraction Methods in Movement Related Cortical Potential Analysis
por: Alder, Gemma, et al.
Publicado: (2020)

Obstructive sleep apnea related to rapid-eye-movement or non-rapid-eye-movement sleep: comparison of demographic, anthropometric, and polysomnographic features
por: Sunnetcioglu, Aysel, et al.
Publicado: (2016)

Statistical methods for gene set co-expression analysis
por: Choi, YounJeong, et al.
Publicado: (2009)

Advanced Statistical Methods for the Analysis of Large Data-Sets
por: Ciaccio, Agostino Di, et al.
Publicado: (2012)

The Statistics of Eye Movements and Binocular Disparities during VR Gaming: Implications for Headset Design
por: AIZENMAN, AVI M., et al.
Publicado: (2023)

Feature Selection in Classification of Eye Movements Using Electrooculography for Activity Recognition
por: Mala, S., et al.
Publicado: (2014)

Understanding Eye Movement Signal Characteristics Based on Their Dynamical and Fractal Features
por: Harezlak, Katarzyna, et al.
Publicado: (2019)

Peripheral facial features guiding eye movements and reducing fixational variability
por: Han, Nicole X., et al.
Publicado: (2021)

Evaluating the Effectiveness of Complexity Features of Eye Movement on Computer Activities Detection
por: Destyanto, Twin Yoshua R., et al.
Publicado: (2022)

Dog eye movements are slower than human eye movements
por: Park, Soon Young, et al.
Publicado: (2020)

Two hours in Hollywood: A manually annotated ground truth data set of eye movements during movie clip watching
por: Agtzidis, Ioannis, et al.
Publicado: (2020)

Eye movement abnormalities in movement disorders()()
por: Lal, Vivek, et al.
Publicado: (2019)

Comparison of sEMG-Based Feature Extraction and Motion Classification Methods for Upper-Limb Movement
por: Guo, Shuxiang, et al.
Publicado: (2015)

Effective statistical learning methods for actuaries I: GLMs and extensions
por: Denuit, Michel, et al.
Publicado: (2019)

Applying Machine Learning to Kinematic and Eye Movement Features of a Movement Imitation Task to Predict Autism Diagnosis
por: Vabalas, Andrius, et al.
Publicado: (2020)

Effective statistical learning methods for actuaries II: tree-based methods and extensions
por: Denuit, Michel, et al.
Publicado: (2020)

Effective and extensible feature extraction method using genetic algorithm-based frequency-domain feature search for epileptic EEG multiclassification
por: Wen, Tingxi, et al.
Publicado: (2017)

Gene set analysis methods: statistical models and methodological differences
por: Maciejewski, Henryk
Publicado: (2014)

Disease Classification Based on Eye Movement Features With Decision Tree and Random Forest
por: Mao, Yuxing, et al.
Publicado: (2020)

The image features of emotional faces that predict the initial eye movement to a face
por: Stuit, S. M., et al.
Publicado: (2021)

The Research of Feature Extraction Method of Liver Pathological Image Based on Multispatial Mapping and Statistical Properties
por: Liu, Huiling, et al.
Publicado: (2016)

EYE MOVEMENTS AND SCHIZOPHRENIA
por: Sharan, Ram, et al.
Publicado: (1990)

Eye Movement Control
por: Becker, Stefanie I., et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_nb5tritemh2otdtajedt9e6oa0