Abstract
Understanding how skilled performance in human endeavor is acquired through practice has benefited markedly from technologies that can track movements of the limb, body and eyes with reference to the environment. A significant challenge within this context is to develop time efficient methods for observing multiple levels of motor system activity throughout practice. Whilst, activity can be recorded using video based systems, crossing multiple levels of analysis is a substantive problematic within the computer vision and human movement domains. The goal of this work is to develop a registration system to collect movement activity in an environment typical to those that individuals normally seek to participate (sports and physical activities). Detailed are the registration system and procedure to collect data necessary for studying skill acquisition processes during difficult indoor climbing tasks, practiced by skilled climbers. Of particular interest are the problems addressed in trajectory reconstruction when faced with limitations of the registration process and equipment in such unconstrained setups. These include: abrupt movements that violate the common assumption of the smoothness of the camera trajectory; significant motion blur and rolling shutter effects; highly repetitive environment consisting of many similar objects.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Barris, S., Button, C.: A review of vision-based motion analysis in sport. Sports Med. 38(12), 1025–1043 (2008)
Billat, V., Palleja, P., Charlaix, T., Rizzardo, P., Janel, N.: Energy specificity of rock climbing and aerobic capacity in competitive sport rock climbers. J. Sports Med. Phys. Fitness 35(1), 20–24 (1995)
Cordier, P., Dietrich, G., Pailhous, J.: Harmonic analysis of a complex motor behavior. Hum. Mov. Sci. 15(6), 789–807 (1996)
Cordier, P., France, M.M., Pailhous, J., Bolon, P.: Entropy as a global variable of the learning process. Hum. Mov. Sci. 13(6), 745–763 (1994)
Davids, K., Button, C., Araújo, D., Renshaw, I., Hristovski, R.: Movement models from sports provide representative task constraints for studying adaptive behavior in human movement systems. Adapt. behav. 14(1), 73–95 (2006)
Draper, N., Dickson, T., Blackwell, G., Fryer, S., Priestley, S., Winter, D., Ellis, G.: Self-reported ability assessment in rock climbing. J. Sports Sci. 29(8), 851–858 (2011)
Guadagnoli, M.A., Lee, T.D.: Challenge point: a framework for conceptualizing the effects of various practice conditions in motor learning. J. Motor Behav. 36(2), 212–224 (2004)
Guerin, S., Kunkle, D.: Emergence of constraint in self-organizing systems. Nonlinear Dyn. Psychol. Life Sci. 8(2), 131–146 (2004)
Heikkila, J., Silvén, O.: A four-step camera calibration procedure with implicit image correction. In: 1997 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1997. Proceedings, pp. 1106–1112. IEEE (1997)
Hristovski, R., Davids, K., Araujo, D., Passos, P.: Constraints-induced emergence of functional novelty in complex neurobiological systems: a basis for creativity in sport. Nonlinear Dyn.-Psychol. Life Sci. 15(2), 175–206 (2011)
Mann, D.T., Williams, A.M., Ward, P., Janelle, C.M., et al.: Perceptual-cognitive expertise in sport: a meta-analysis. J. Sport Exerc. Psychol. 29(4), 457–478 (2007)
Newell, K.M., Latash, M., Turvey, M.: Change in movement and skill: learning, retention, and transfer. In: Dexterity and Its Development, pp. 393–429 (1996)
Nieuwenhuys, A., Pijpers, J.R., Oudejans, R.R., Bakker, F.C., et al.: The influence of anxiety on visual attention in climbing. J. Sport Exerc. Psychol. 30(2), 171–185 (2008)
Orth, D., Davids, K., Seifert, L.: Coordination in climbing: effect of skill, practice and constraints manipulation. Sports Med. 24(2), 255–268 (2015)
Pacheco, M.M., Newell, K.M.: Transfer as a function of exploration and stabilization in original practice. Hum. Mov. Sci. 44, 258–269 (2015)
Pezzulo, G., Barca, L., Bocconi, A.L., Borghi, A.M.: When affordances climb into your mind: advantages of motor simulation in a memory task performed by novice and expert rock climbers. Brain Cogn. 73(1), 68–73 (2010)
Pijpers, J., Oudejans, R.R., Bakker, F.C., Beek, P.J.: The role of anxiety in perceiving and realizing affordances. Ecol. Psychol. 18(3), 131–161 (2006)
Sanchez, X., Boschker, M., Llewellyn, D.: Pre-performance psychological states and performance in an elite climbing competition. Scand. J. Med. Sci. Sports 20(2), 356–363 (2010)
Schmidt, A., Kasinski, A., Kraft, M., Fularz, M., Domagala, Z.: Calibration of the multi-camera registration system for visual navigation benchmarking. Int. J. Adv. Robot. Syst. 11, 1–12 (2014)
Seifert, L., Orth, D., Hérault, R., Davids, K., Davis, T., Passos, P., Dicks, M., Weast-Knapp, J.: Affordances and graspingpatterns variability during rock climbing. In: Davis, T., Passos, P., Dicks, M., Weast-Knapp, J. (eds.) Studies in Perceptionand Action XII: Seventeenth International Conference on Perceptionand Action, pp. 114–118. Psychology Press, Taylor & Francis, Estori (2013)
Seifert, L., Wattebled, L., Herault, R., Poizat, G., Adé, D., Gal-Petitfaux, N., Davids, K.: Neurobiological degeneracy and affordance perception support functional intra-individual variability of inter-limb coordination during ice climbing. PloS ONE 9(2), e89865 (2014)
Seifert, L., Wattebled, L., Orth, D., LHermette, M., Boulanger, J., Davids, K.: Skill transfer specificity shapes perception and action under varying environmental constraints. Hum. Mov. Sci. 48, 132–141 (2016)
Thelen, E.: Motor development: a new synthesis. Am. Psychol. 50(2), 79–95 (1995)
White, D.J., Olsen, P.D.: A time motion analysis of bouldering style competitive rock climbing. J. Strength Conditioning Res. 24(5), 1356–1360 (2010)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing AG
About this paper
Cite this paper
Schmidt, A., Orth, D., Seifert, L. (2016). Collection of Visual Data in Climbing Experiments for Addressing the Role of Multi-modal Exploration in Motor Learning Efficiency. In: Blanc-Talon, J., Distante, C., Philips, W., Popescu, D., Scheunders, P. (eds) Advanced Concepts for Intelligent Vision Systems. ACIVS 2016. Lecture Notes in Computer Science(), vol 10016. Springer, Cham. https://doi.org/10.1007/978-3-319-48680-2_59
Download citation
DOI: https://doi.org/10.1007/978-3-319-48680-2_59
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-48679-6
Online ISBN: 978-3-319-48680-2
eBook Packages: Computer ScienceComputer Science (R0)