Classification of high mental workload and emotional statuses via machine learning feature extractions in gait

Gender recognition using optimal gait feature based on recursive feature elimination in normal walking

(2021) Miran Lee et al.   EXPERT SYSTEMS WITH APPLICATIONS

Measuring the Cognitive Workload During Dual-Task Walking in Young Adults: A Combination of Neurophysiological and Subjective Measures

(2020) Isabelle Hoang et al.   Frontiers in Human Neuroscience

See your mental state from your walk: Recognizing anxiety and depression through Kinect-recorded gait data

(2019) Nan Zhao et al.   PLoS One

Relationships between gait and emotion in Parkinson’s disease: A narrative review

(2018) Laura Avanzino et al.   GAIT & POSTURE

Not all is noticed: Kinematic cues of emotion-specific gait

(2018) Shaun Halovic et al.   HUMAN MOVEMENT SCIENCE

Selecting Feature Subsets Based on SVM-RFE and the Overlapping Ratio with Applications in Bioinformatics

(2017) Xiaohui Lin et al.   MOLECULES

Walking while Performing Working Memory Tasks Changes the Prefrontal Cortex Hemodynamic Activations and Gait Kinematics

(2016) Ming-I B. Lin et al.   Frontiers in Behavioral Neuroscience

Identifying Emotions from Non-contact Gaits Information Based on Microsoft Kinects

(2016) Baobin Li et al.   IEEE Transactions on Affective Computing

Emotion and Decision Making

(2015) Jennifer S. Lerner et al.   Annual Review of Psychology

Negative Emotional Events that People Ruminate about Feel Closer in Time

(2015) Ewa Siedlecka et al.   PLoS One

State of science: mental workload in ergonomics

(2014) Mark S. Young et al.   ERGONOMICS

Recognizing Emotions Conveyed by Human Gait

(2014) Gentiane Venture et al.   International Journal of Social Robotics

Psychometric properties of Positive and Negative Affect Schedule (PANAS) original and short forms in an African American community sample

(2013) Erin L. Merz et al.   JOURNAL OF AFFECTIVE DISORDERS

Body Movements for Affective Expression: A Survey of Automatic Recognition and Generation

(2013) Michelle Karg et al.   IEEE Transactions on Affective Computing

Expression of emotion in the kinematics of locomotion

(2012) Avi Barliya et al.   EXPERIMENTAL BRAIN RESEARCH

Affective Body Expression Perception and Recognition: A Survey

(2012) Andrea Kleinsmith et al.   IEEE Transactions on Affective Computing

Recognition of Affect Based on Gait Patterns

(2010) Michelle Karg et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Critical features for the perception of emotion from gait

(2009) C. L. Roether et al.   JOURNAL OF VISION