PLAViMoP: How to standardize and simplify the use of point-light displays

The study of biological point-light displays (PLDs) has fascinated researchers for more than 40 years. However, the mechanisms underlying PLD perception remain unclear, partly due to difficulties with precisely controlling and transforming PLD sequences. Furthermore, little agreement exists regarding how transformations are performed. This article introduces a new free-access program called PLAViMoP (Point-Light Display Visualization and Modification Platform) and presents the algorithms for PLD transformations actually included in the software. PLAViMoP fulfills two objectives. First, it standardizes and makes clear many classical spatial and kinematic transformations described in the PLD literature. Furthermore, given its optimized interface, PLAViMOP makes these transformations easy and fast to achieve. Overall, PLAViMoP could directly help scientists avoid technical difficulties and make possible the use of PLDs for nonacademic applications.

[1]  Christian Graff,et al.  Four-Day-Old Human Neonates Look Longer at Non-Biological Motions of a Single Point-of-Light , 2007, PloS one.

[2]  Marina Pavlova,et al.  Perception of Elliptic Biological Motion , 2006, Perception.

[3]  L. Proteau,et al.  Cognitive Processes Underlying Observational Learning of Motor Skills , 1999 .

[4]  T. Beardsworth,et al.  The ability to recognize oneself from a video recording of one’s movements without seeing one’s body , 1981 .

[5]  Randolph Blake,et al.  Impaired visual recognition of biological motion in schizophrenia , 2005, Schizophrenia Research.

[6]  J. Orliaguet,et al.  Influence of Motor Disorders on the Visual Perception of Human Movements in a Case of Peripheral Dysgraphia , 2004, Neurocase.

[7]  A. Mark Williams,et al.  Looking to Learn: The Effects of Visual Guidance on Observational Learning of the Golf Swing , 2016, PloS one.

[8]  J A Beintema,et al.  Perception of biological motion without local image motion , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[9]  Stefanie Hoehl,et al.  The perception of biological motion by infants: An event-related potential study , 2006, Neuroscience Letters.

[10]  A. Badets,et al.  Painful semantic context modulates the relationship between action words and biological movement perception , 2017 .

[11]  Hyun-seung Song,et al.  The effect of action observation training on knee joint function and gait ability in total knee replacement patients , 2014, Journal of exercise rehabilitation.

[12]  J. Cutting,et al.  Recognizing the sex of a walker from a dynamic point-light display , 1977 .

[13]  S. Small,et al.  Action observation has a positive impact on rehabilitation of motor deficits after stroke , 2007, NeuroImage.

[14]  T. J. Clarke,et al.  The Perception of Emotion from Body Movement in Point-Light Displays of Interpersonal Dialogue , 2005, Perception.

[15]  Eric Hiris,et al.  Temporal properties in masking biological motion , 2005, Perception & psychophysics.

[16]  M. Shiffrar,et al.  The visual analysis of emotional actions , 2006, Social neuroscience.

[17]  G. Gredebäck,et al.  Humans Anticipate the Goal of other People’s Point-Light Actions , 2012, Front. Psychology.

[18]  M. Shiffrar,et al.  Recognizing people from their movement. , 2005, Journal of experimental psychology. Human perception and performance.

[19]  D. Maurer,et al.  The Development of Sensitivity to Biological Motion in Noise , 2006, Perception.

[20]  Quoc C. Vuong,et al.  First impressions: Gait cues drive reliable trait judgements , 2012, Cognition.

[21]  D R Proffitt,et al.  The development of infant sensitivity to biomechanical motions. , 1985, Child development.

[22]  Christel Bidet-Ildei,et al.  Influence of biological kinematics on abstract concept processing , 2015, Quarterly journal of experimental psychology.

[23]  Nikolaus F. Troje,et al.  Structural encoding and recognition of biological motion: evidence from event-related potentials and source analysis , 2005, Behavioural Brain Research.

[24]  Peter Neri,et al.  Temporal dynamics of figure-ground segregation in human vision. , 2007, Journal of neurophysiology.

[25]  Pär Nyström,et al.  Human Infants Detect Other People's Interactions Based on Complex Patterns of Kinematic Information , 2014, PloS one.

[26]  J. Cutting Generation of Synthetic Male and Female Walkers through Manipulation of a Biomechanical Invariant , 1978, Perception.

[27]  Daniel Jokisch,et al.  Biological motion as a cue for the perception of size. , 2003, Journal of vision.

[28]  Dorita H. F. Chang,et al.  Characterizing global and local mechanisms in biological motion perception. , 2009, Journal of vision.

[29]  M. Giese,et al.  Learning to discriminate complex movements: biological versus artificial trajectories. , 2006, Journal of vision.

[30]  L. Craighero,et al.  Improving language without words: First evidence from aphasia , 2010, Neuropsychologia.

[31]  Neil G. Muggleton,et al.  Effects of TMS over Premotor and Superior Temporal Cortices on Biological Motion Perception , 2012, Journal of Cognitive Neuroscience.

[32]  M. Pavlova,et al.  Orientation specificity in biological motion perception , 2000, Perception & psychophysics.

[33]  T. Pozzo,et al.  Kinematic features of movement tunes perception and action coupling , 2006, Behavioural Brain Research.

[34]  Eric Hiris,et al.  What learning to see arbitrary motion tells us about biological motion perception. , 2005, Journal of experimental psychology. Human perception and performance.

[35]  S. Sumi Upside-down Presentation of the Johansson Moving Light-Spot Pattern , 1984, Perception.

[36]  R. Blake,et al.  Perception of human motion. , 2007, Annual review of psychology.

[37]  Á. Pascual-Leone,et al.  Repetitive TMS over posterior STS disrupts perception of biological motion , 2005, Vision Research.

[38]  Marina Pavlova,et al.  Prior Knowledge about Display Inversion in Biological Motion Perception , 2003, Perception.

[39]  K. Verfaillie,et al.  Bistability and Biasing Effects in the Perception of Ambiguous Point-Light Walkers , 2004, Perception.

[40]  K. Nakayama,et al.  Adaptation aftereffects in the perception of gender from biological motion. , 2006, Journal of vision.

[41]  Kazuo Hiraki,et al.  Active processing of biological motion perception: an ERP study. , 2005, Brain research. Cognitive brain research.

[42]  Emily D Grossman,et al.  Temporal "Bubbles" reveal key features for point-light biological motion perception. , 2008, Journal of vision.

[43]  R. Blake,et al.  Brain Areas Involved in Perception of Biological Motion , 2000, Journal of Cognitive Neuroscience.

[44]  Arnaud Barré,et al.  Biomechanical ToolKit: Open-source framework to visualize and process biomechanical data , 2014, Comput. Methods Programs Biomed..

[45]  D L Weeks,et al.  The interaction of observational learning with overt practice: effects on motor skill learning. , 2000, Acta psychologica.

[46]  Dorita H. F. Chang,et al.  Perception of animacy and direction from local biological motion signals. , 2008, Journal of vision.

[47]  B. Bertenthal,et al.  Does Perception of Biological Motion Rely on Specific Brain Regions? , 2001, NeuroImage.

[48]  J. Pineda,et al.  Recognition of point-light biological motion: Mu rhythms and mirror neuron activity , 2007, Behavioural Brain Research.

[49]  N. Troje,et al.  The Inversion Effect in Biological Motion Perception: Evidence for a “Life Detector”? , 2006, Current Biology.

[50]  S. Lea,et al.  Perception of Emotion from Dynamic Point-Light Displays Represented in Dance , 1996, Perception.

[51]  D. Wolpert,et al.  Principles of sensorimotor learning , 2011, Nature Reviews Neuroscience.

[52]  N. Hodges,et al.  End-point focus manipulations to determine what information is used during observational learning. , 2007, Acta psychologica.

[53]  Reza Langari,et al.  Experimental observations on the human arm motion planning under an elbow joint constraint , 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[54]  K. Verfaillie Perceiving Human Locomotion: Priming Effects in Direction Discrimination , 2000, Brain and Cognition.

[55]  J. Mazziotta,et al.  Grasping the Intentions of Others with One's Own Mirror Neuron System , 2005, PLoS biology.

[56]  Bennett I. Bertenthal,et al.  Global Processing of Biological Motions , 1994 .

[57]  F. Binkofski,et al.  Action observation as a tool for neurorehabilitation to moderate motor deficits and aphasia following stroke , 2012, Neural regeneration research.

[58]  G. Orban,et al.  Specificity of regions processing biological motion , 2005, The European journal of neuroscience.

[59]  Lara Bardi,et al.  The first time ever I saw your feet: inversion effect in newborns' sensitivity to biological motion. , 2014, Developmental psychology.

[60]  Lara Bardi,et al.  Biological motion preference in humans at birth: role of dynamic and configural properties. , 2011, Developmental science.

[61]  Yann Coello,et al.  Reading action word affects the visual perception of biological motion. , 2011, Acta psychologica.

[62]  Randolph Blake,et al.  Eccentric perception of biological motion is unscalably poor , 2005, Vision Research.

[63]  M. Sereno,et al.  Point-Light Biological Motion Perception Activates Human Premotor Cortex , 2004, The Journal of Neuroscience.

[64]  Marina Pavlova,et al.  Neuromagnetic Response to Body Motion and Brain Connectivity , 2009, Journal of Cognitive Neuroscience.

[65]  David Whitney,et al.  The psychophysics of visual motion and global form processing in autism. , 2010, Brain : a journal of neurology.

[66]  R. Blake,et al.  Brain Areas Active during Visual Perception of Biological Motion , 2002, Neuron.

[67]  Yann Coello,et al.  Anticipating the terminal position of an observed action: Effect of kinematic, structural, and identity information , 2011 .

[68]  A. Klin,et al.  Two-year-olds with autism orient to nonsocial contingencies rather than biological motion , 2009, Nature.

[69]  Naomi B. Pitskel,et al.  Neural signatures of autism , 2010, Proceedings of the National Academy of Sciences.

[70]  N. Troje,et al.  Person identification from biological motion: Effects of structural and kinematic cues , 2005, Perception & psychophysics.

[71]  J. Parkinson,et al.  Movement kinematics affect action prediction: comparing human to non-human point-light actions , 2012, Psychological Research.

[72]  Peter Neri,et al.  Action Perception Is Intact in Autism Spectrum Disorder , 2015, The Journal of Neuroscience.

[73]  P. Sinha,et al.  Functional neuroanatomy of biological motion perception in humans , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[74]  Christel Bidet-Ildei,et al.  The Kinematics, Not the Orientation, of an Action Influences Language Processing , 2018, Journal of experimental psychology. Human perception and performance.

[75]  Christel Bidet-Ildei,et al.  Sex Differences in the Neuromagnetic Cortical Response to Biological Motion. , 2015, Cerebral cortex.

[76]  W. Dittrich Action Categories and the Perception of Biological Motion , 1993, Perception.

[77]  S. Swinnen,et al.  Recognizing Biological Motion and Emotions from Point-Light Displays in Autism Spectrum Disorders , 2012, PloS one.

[78]  Luc Proteau,et al.  Learning through observation: a combination of expert and novice models favors learning , 2011, Experimental Brain Research.

[79]  N. Troje Decomposing biological motion: a framework for analysis and synthesis of human gait patterns. , 2002, Journal of vision.

[80]  G. Johansson Visual perception of biological motion and a model for its analysis , 1973 .

[81]  A. Chauvin,et al.  Observing or producing a motor action improves later perception of biological motion: evidence for a gender effect. , 2010, Acta psychologica.

[82]  Philippe Lefèvre,et al.  Biological motion drives perception and action. , 2010, Journal of vision.

[83]  Roel M. Willems,et al.  Neural evidence for the interplay between language, gesture, and action: A review , 2007, Brain and Language.

[84]  Luc Proteau,et al.  Specificity of Learning in a Video-Aiming Task: Modifying the Salience of Dynamic Visual Cues , 2005, Journal of motor behavior.

[85]  A. Young,et al.  Emotion Perception from Dynamic and Static Body Expressions in Point-Light and Full-Light Displays , 2004, Perception.

[86]  Gavin Breslin,et al.  Effect of Information Load and Time on Observational Learning , 2009, Research quarterly for exercise and sport.

[87]  Robert R. Horn,et al.  The efficacy of demonstrations in teaching children an unfamiliar movement skill: The effects of object-orientated actions and point-light demonstrations , 2007, Journal of sports sciences.

[88]  K. Hiraki,et al.  An event-related potentials study of biological motion perception in human infants. , 2005, Brain research. Cognitive brain research.

[89]  L. Avanzino,et al.  Action Observation and Motor Imagery: Innovative Cognitive Tools in the Rehabilitation of Parkinson's Disease , 2015, Parkinson's disease.

[90]  Luc Proteau,et al.  Mixed observation favors motor learning through better estimation of the model’s performance , 2014, Experimental Brain Research.

[91]  Randolph Blake,et al.  A new technique for generating disordered point-light animations for the study of biological motion perception. , 2015, Journal of vision.

[92]  A. Badets,et al.  Sentence plausibility influences the link between action words and the perception of biological human movements , 2017, Psychological research.

[93]  Alireza Gharabaghi,et al.  Cerebellar engagement in an action observation network. , 2010, Cerebral cortex.

[94]  N. Birbaumer,et al.  Recognition of Point-Light Biological Motion Displays by Young Children , 2001, Perception.

[95]  Y. Petrov,et al.  Depth perception in the framework of General Object Constancy. , 2013, Journal of vision.

[96]  Jim W Kay,et al.  Gender recognition from point-light walkers. , 2005, Journal of experimental psychology. Human perception and performance.

[97]  Hongjing Lu,et al.  A biological motion toolbox for reading, displaying, and manipulating motion capture data in research settings. , 2013, Journal of vision.

[98]  T. Shipley The Effect of Object and Event Orientation on Perception of Biological Motion , 2003, Psychological science.

[99]  P. Bennett,et al.  Effects of aging on biological motion discrimination , 2010, Vision Research.

[100]  S. Runeson,et al.  Visual perception of lifted weight. , 1981, Journal of experimental psychology. Human perception and performance.

[101]  T. Poggio,et al.  Cognitive neuroscience: Neural mechanisms for the recognition of biological movements , 2003, Nature Reviews Neuroscience.

[102]  M. Pavlova Biological motion processing as a hallmark of social cognition. , 2012, Cerebral cortex.

[103]  N. Troje,et al.  Healthy older observers cannot use biological-motion point-light information efficiently within 4 m of themselves , 2012, i-Perception.

[104]  G. Buccino,et al.  Action observation versus motor imagery in learning a complex motor task: A short review of literature and a kinematics study , 2013, Neuroscience Letters.

[105]  Ronald A. Rensink,et al.  Active versus passive processing of biological motion , 2002, Perception.

[106]  Nikolaus F. Troje,et al.  Perception of biological motion in autism spectrum disorders , 2008, Neuropsychologia.

[107]  J Decety,et al.  Is perceptual anticipation a motor simulation? A PET study , 2001, Neuroreport.

[108]  Kevin A. Pelphrey,et al.  Sex differences in the development of brain mechanisms for processing biological motion , 2013, NeuroImage.

[109]  Y. Coello,et al.  Rôle des représentations motrices dans la perception visuelle des mouvements humains , 2011, L’Année psychologique.

[110]  Edouard Gentaz,et al.  Preference for point-light human biological motion in newborns: contribution of translational displacement. , 2014, Developmental psychology.

[111]  M. Shiffrar,et al.  The visual perception of human locomotion. , 1998, Cognitive neuropsychology.

[112]  S. Vogt,et al.  From visuo-motor interactions to imitation learning: Behavioural and brain imaging studies , 2007, Journal of sports sciences.

[113]  R. Blake,et al.  Brain activity evoked by inverted and imagined biological motion , 2001, Vision Research.

[114]  Rolf A. Zwaan,et al.  Embodied Language: A Review of the Role of the Motor System in Language Comprehension , 2008, Quarterly journal of experimental psychology.

[115]  M. Giese,et al.  Effects of aging on identifying emotions conveyed by point-light walkers. , 2016, Psychology and aging.

[116]  Jong-Min Lee,et al.  BOLD response during visual perception of biological motion in obsessive-compulsive disorder , 2009, European Archives of Psychiatry and Clinical Neuroscience.

[117]  Reza Langari,et al.  Experimental Observations on Human Reaching Motion Planning With and Without a Reduced Mobility , 2015 .

[118]  Jennifer M. D. Yoon,et al.  Biological motion displays elicit social behavior in 12-month-olds. , 2009, Child development.

[119]  S. Dehaene Varieties of numerical abilities , 1992, Cognition.

[120]  B. Bertenthal,et al.  Infant sensitivity to figural coherence in biomechanical motions. , 1984, Journal of experimental child psychology.

[121]  Karl Verfaillie,et al.  Perceiving the Direction of Articulatory Motion in Point-Light Actions , 2014, PloS one.

[122]  Thierry Pozzo,et al.  Electrophysiological correlates of biological motion permanence in humans , 2013, Behavioural Brain Research.

[123]  Friedemann Pulvermüller,et al.  Brain mechanisms linking language and action , 2005, Nature Reviews Neuroscience.

[124]  M. Shiffrar,et al.  Subconfigurations of the human form in the perception of biological motion displays. , 1999, Acta psychologica.

[125]  J E Cutting,et al.  Masking the motions of human gait , 1988, Perception & psychophysics.

[126]  Eric Hiris,et al.  Detection of biological and nonbiological motion. , 2007, Journal of vision.

[127]  Christel Bidet-Ildei,et al.  Are judgments for action verbs and point-light human actions equivalent? , 2014, Cognitive Processing.

[128]  K. Verfaillie,et al.  Viewpoint-dependent Priming Effects in the Perception of Human Actions and Body Postures , 1999 .

[129]  T. Shipley,et al.  Influence of the perception of biological or non-biological motion on movement execution , 2007, Journal of sports sciences.

[130]  F. Simion,et al.  A predisposition for biological motion in the newborn baby , 2008, Proceedings of the National Academy of Sciences.

[131]  Emily D. Grossman,et al.  Necessary but not sufficient: Motion perception is required for perceiving biological motion , 2008, Vision Research.

[132]  G. Buccino,et al.  Action observation treatment improves recovery of postsurgical orthopedic patients: evidence for a top-down effect? , 2010, Archives of physical medicine and rehabilitation.

[133]  H. Bülthoff,et al.  Attentional Networks and Biological Motion , 2010 .

[134]  D R Proffitt,et al.  Perception of biomechanical motions by infants: implementation of various processing constraints. , 1987, Journal of experimental psychology. Human perception and performance.

[135]  Steven M. Thurman,et al.  Perception of Social Interactions for Spatially Scrambled Biological Motion , 2014, PloS one.

[136]  Kristian M O'Connor,et al.  Assessment of a greater trochanter-based method of locating the hip joint center. , 2010, Journal of biomechanics.

[137]  Takeo Kanade,et al.  Ambiguities in Visual Tracking of Articulated Objects Using Two- and Three-Dimensional Models , 2003, Int. J. Robotics Res..

[138]  Marina Pavlova,et al.  Perception and production of biological movement in patients with early periventricular brain lesions. , 2003, Brain : a journal of neurology.

[139]  Alan C. Evans,et al.  Specific Involvement of Human Parietal Systems and the Amygdala in the Perception of Biological Motion , 1996, The Journal of Neuroscience.

[140]  Alison J. Wiggett,et al.  Patterns of fMRI Activity Dissociate Overlapping Functional Brain Areas that Respond to Biological Motion , 2006, Neuron.

[141]  Christel Bidet-Ildei,et al.  Visual preference for isochronic movement does not necessarily emerge from movement kinematics: A challenge for the motor simulation theory , 2008, Neuroscience Letters.

[142]  Robert R Horn,et al.  Learning from demonstrations: the role of visual search during observational learning from video and point-light models , 2002, Journal of sports sciences.

[143]  Perceiving a Biological Human Movement Facilitates Action Verb Processing , 2019 .