A markerless 3D computerized motion capture system incorporating a skeleton model for monkeys

PLoS ONE

Volumn 11, Issue 11, 2016, Pages

  Nakamura, Tomoya ^a   Matsumoto, Jumpei ^a   Nishimaru, Hiroshi ^a   Bretas, Rafael Vieira ^a   Takamura, Yusaku ^a   Hori, Etsuro ^a   Ono, Taketoshi ^a   Nishijo, Hisao ^a  

^a UNIVERSITY OF TOYAMA   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

METHAMPHETAMINE;

ADULT; ANIMAL EXPERIMENT; ARTICLE; AUTOMATION; CAMERA; CONTROLLED STUDY; ERROR; FEMALE; HEAD MOVEMENT; IMAGE RECONSTRUCTION; LOCOMOTION; MACACA FUSCATA; MALE; MOTION; MOTION CAPTURE SYSTEM; NONHUMAN; REPRODUCIBILITY; SKELETON; THREE DIMENSIONAL IMAGING; VIDEORECORDING; WALKING SPEED; ANIMAL; DIAGNOSTIC IMAGING; HAPLORHINI; MOVEMENT (PHYSIOLOGY); PHYSIOLOGY; PROCEDURES;

ANIMALS; FEMALE; HAPLORHINI; IMAGING, THREE-DIMENSIONAL; MALE; MOVEMENT; REPRODUCIBILITY OF RESULTS; SKELETON;

EID: 84994229132     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0166154     Document Type: Article

References (48)

1. Lee SJ, Lee HK, Kweon YS, Lee CT, Lee KU. Deficits in facial emotion recognition in schizophrenia: a replication study with Korean subjects. Psychiatry investigation. 2010; 7: 291-7. doi: 10.4306/pi.2010.7.4.291 PMID: 21253414
2. Smith MJ, Montagne B, Perrett DI, Gill M, Gallagher L. Detecting subtle facial emotion recognition deficits in high-functioning autism using dynamic stimuli of varying intensities. Neuropsychologia. 2010; 48: 2777-81. doi: 10.1016/j.neuropsychologia.2010.03.008 PMID: 20227430
3. Kalin NH, Shelton SE. Nonhuman primate models to study anxiety, emotion regulation, and psychopathology. Annals of the New York Academy of Sciences. 2003; 1008:189-200. PMID: 14998885
4. Capitanio JP, Emborg ME. Contributions of non-human primates to neuroscience research. The Lancet. 2008; 371: 1126-35.
5. Mao CV, Hori E, Maior R, Ono T, Nishijo H. A primate model of schizophrenia using chronic PCP treatment. Reviews in the Neurosciences. 2008; 19: 83-90. PMID: 18751516
6. Nelson EE, Winslow JT. Non-human primates: model animals for developmental psychopathology. Neuropsychopharmacology. 2009; 34: 90-105. doi: 10.1038/npp.2008.150 PMID: 18800061
7. Watson KK, Platt ML. Of mice and monkeys: using non-human primate models to bridge mouse-and human-based investigations of autism spectrum disorders. Journal of Neurodevelopmental Disorders. 2012; 4: 1.
8. Dziobek D, Ashe J, Lu X. New primate model linked to neural pathogenesis of autism. Brain Disord Ther. 2015; 4: e118.
9. Feczko EJ, Bliss-Moreau E, Walum H, Pruett JR Jr, Parr LA. The macaque social responsiveness scale (MSRS): a rapid screening tool for assessing variability in the social responsiveness of rhesus monkeys (macaca mulatta). PloS one. 2016; 11: e014956.
10. Kalin NH, Shelton SE, Davidson RJ, Kelley AE. The primate amygdala mediates acute fear but not the behavioral and physiological components of anxious temperament. The Journal of neuroscience. 2001; 21: 2067-74. PMID: 11245690
11. Kalin NH, Shelton SE, Davidson RJ. The role of the central nucleus of the amygdala in mediating fear and anxiety in the primate. The Journal of neuroscience. 2004; 24: 5506-15. doi: 10.1523/JNEUROSCI.0292-04.2004 PMID: 15201323
12. Troisi A. Displacement activities as a behavioral measure of stress in nonhuman primates and human subjects. Stress. 2002; 5: 47-54. doi: 10.1080/102538902900012378 PMID: 12171766
13. Izquierdo A, Newman TK, Higley JD, Murray EA. Genetic modulation of cognitive flexibility and socioemotional behavior in rhesus monkeys. Proceedings of the National Academy of ScienceS1007; 104: 14128-33.
14. DesJardin JT, Holmes AL, Forcelli PA, Cole CE, Gale JT, Wellman LL, et al. Defense-like behaviors evoked by pharmacological disinhibition of the superior colliculus in the primate. Journal of Neuroscience. 2013; 33: 150-5. doi: 10.1523/JNEUROSCI.2924-12.2013 PMID: 23283329
15. Coleman K, Pierre PJ. Assessing anxiety in nonhuman primates. Ilar Journal. 2014; 55: 333-46. doi: 10.1093/ilar/ilu019 PMID: 25225310
16. Martin LA, Ashwood P, Braunschweig D, Cabanlit M, Van de Water J, Amaral DG. Stereotypies and hyperactivity in rhesus monkeys exposed to IgG from mothers of children with autism. Brain, behavior, and immunity. 2008; 22: 806-16. doi: 10.1016/j.bbi.2007.12.007 PMID: 18262386
17. Curtis B, Liberato N, Rulien M, Morrisroe K, Kenney C, Yutuc V, et al. Examination of the safety of pediatric vaccine schedules in a non-human primate model: assessments of neurodevelopment, learning, and social behavior. Environmental Health Perspectives (Online). 2015; 123: 579.
18. Ruby S, Buchanan-Smith HM. The effects of individual cubicle research on the social interactions and individual behavior of brown capuchin monkeys (Sapajus apella). American journal of primatology. 2015; 77:1097-108. doi: 10.1002/ajp.22444 PMID: 26173706
19. Matsumoto J, Uehara T, Urakawa S, Takamura Y, Sumiyoshi T, Suzuki M, et al. 3D video analysis of the novel object recognition test in rats. Behavioural brain research. 2014; 272:16-24. doi: 10.1016/j.bbr.2014.06.047 PMID: 24991752
20. Chan SS, Moran DW. Computational model of a primate arm: from hand position to joint angles, joint torques and muscle forces. Journal of neural engineering. 2006; 3: 327. doi: 10.1088/1741-2560/3/4/010 PMID: 17124337
21. Fitzsimmons N, Lebedev M, Peikon I, Nicolelis MA. Extracting kinematic parameters for monkey bipedal walking from cortical neuronal ensemble activity. Frontiers in integrative neuroscience. 2009; 3: 3. doi: 10.3389/neuro.07.003.2009 PMID: 19404411
22. Peikon ID, Fitzsimmons NA, Lebedev MA, Nicolelis MA. Three-dimensional, automated, real-time video system for tracking limb motion in brain-machine interface studies. Journal of neuroscience methods. 2009; 180: 224-33. doi: 10.1016/j.jneumeth.2009.03.010 PMID: 19464514
23. Vargas-Irwin CE, Shakhnarovich G, Yadollahpour P, Mislow JM, Black MJ, Donoghue JP. Decoding complete reach and grasp actions from local primary motor cortex populations. The Journal of Neuroscience. 2010; 30: 9659-69. doi: 10.1523/JNEUROSCI.5443-09.2010 PMID: 20660249
24. Gilja V, Chestek CA, Nuyujukian P, Foster J, Shenoy KV. Autonomous head-mounted electrophysiology systems for freely behaving primates. Current opinion in neurobiology. 2010; 20: 676-86. doi: 10. 1016/j.conb.2010.06.007 PMID: 20655733
25. Foster JD, Nuyujukian P, Freifeld O, GaoH, Walker R, Ryu SI, et al. A freely-moving monkey treadmill model. Journal of neural engineering. 2014; 11: 046020. doi: 10.1088/1741-2560/11/4/046020 PMID: 24995476
26. Sellers WI, Hirasaki E. Markerless 3D motion capture for animal locomotion studies. Biology open. 2014: BIO20148086.
27. Matsumoto J, Urakawa S, Takamura Y, Malcher-Lopes R, Hori E, Tomaz C, et al. A 3D-video-based computerized analysis of social and sexual interactions in rats. PloS one. 2013; 8: e78460. doi: 10. 1371/journal.pone.0078460 PMID: 24205238
28. Akata T., Kubota F., Sekiguchi S. Neurophysiological Abnormalities of the Central Nervous System in Patients with Methamphetamine Psychosis. The Kitakanto Medical journal. 1998; 48:2:, 127-136.
29. Machiyama Y. Chronic methamphetamine intoxication model of schizophrenia in animals. Schizophr Bull. 1992; 18: 107-13. PMID: 1553490
30. Sigal L, Balan A. O., Black M. J. Humaneva: Synchronized video and motion capture dataset and baseline algorithm for evaluation of articulated human motion. International journal of computer vision. 2010; 87: 1: 2: 4-27.
31. ∗ Power 3.1: Tests for correlation and regression analyses. Behavior research methods. 2009; 41: 4:, 1149-1160. doi: 10. 3758/BRM.41.4.1149 PMID: 19897823
32. Wright MJ Jr, Vandewater SA, Angrish D, Dickerson TJ, Taffe MA. Mephedrone (4-methylmethcathinone) and d-methamphetamine improve visuospatial associative memory, but not spatial working memory, in rhesus macaques. British journal of pharmacology, 2012; 167:1342-1352. doi: 10.1111/j.1476-5381.2012.02091.x PMID: 22748013
33. Johanson C. E., Aigner T. G., Seiden L. S., Schuster C. R. The effects of methamphetamine on fine motor control in rhesus monkeys. Pharmacology Biochemistry and Behavior. 1979; 11:3: 273-278.
34. Moeslund TB, Hilton A, Krüger V. A survey of advances in vision-based human motion capture and analysis. Computer vision and image understanding. 2006; 104: 90-126.
35. Ji X, Liu H. Advances in view-invariant human motion analysis: a review. Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on. 2010; 40:13-24.
36. Hall DA, Stanis JJ, Marquez AH, Gulley JM. A comparison of amphetamine- and methamphetamineinduced locomotor activity in rats: evidence for qualitative differences in behavior. Psychopharmacology (Berl). 2008; 195: 469-78.
37. Grant KM, LeVan TD, Wells SM, Li M, Stoltenberg SF, Gendelman HE, et al. Methamphetamine-associated psychosis. J Neuroimmune Pharmacol. 2012; 7:113-39. doi: 10.1007/s11481-011-9288-1 PMID: 21728034
38. Singh RA, Kosten TA, Kinsey BM, Shen X, Lopez AY, Kosten TR, et al. Dose-dependent changes in the locomotor responses to methamphetamine in BALB/c mice: low doses induce hypolocomotion. Pharmacol Biochem Behav. 2012; 103:230-6. doi: 10.1016/j.pbb.2012.08.013 PMID: 23010423
39. Caligiuri MP, Buitenhuys C. Do preclinical findings of methamphetamine-induced motor abnormalities translate to an observable clinical phenotype? Neuropsychopharmacology. 2005; 30: 2125-34. doi: 10.1038/sj.npp.1300859 PMID: 16123755
40. Hart CL, Gunderson EW, Perez A, Kirkpatrick MG, Thurmond A, Comer SD, et al. Acute physiological and behavioral effects of intranasal methamphetamine in humans. Neuropsychopharmacology. 2008; 33:1847-55. doi: 10.1038/sj.npp.1301578 PMID: 17851535
41. Oram MW, Perrett DI. Integration of form and motion in the anterior superior temporal polysensory area (STPa) of the macaque monkey. J Neurophysiol. 1996; 76:109-129. PMID: 8836213
42. Downing PE, Jiang Y, Shuman M, Kanwisher N. A cortical area selective for visual processing of the human body. Science. 2001; 293: 2470-2473. doi: 10.1126/science.1063414 PMID: 11577239
43. de Gelder B, Partan S. The neural basis of perceiving emotional bodily expressions in monkeys. Neuroreport. 2009; 20: 642-6. doi: 10.1097/WNR.0b013e32832a1e56 PMID: 19349919
44. Hung CC, Carlson ET, Connor CE. Medial axis shape coding in macaque inferotemporal cortex. Neuron. 2012; 74:1099-113. doi: 10.1016/j.neuron.2012.04.029 PMID: 22726839
45. Lu H. Structural processing in biological motion perception. Journal of Vision. 2010; 10:13
46. Liu Y, Gall J, Stoll C, Dai Q, Seidel HP, Theobalt C. Markerless motion capture of multiple characters using multiview image segmentation. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 2013; 35: 2720-35.
47. Chamove AS, Anderson JR, Nash VJ. Social and environmental influences on self-aggression in monkeys. Primates. 1984; 25: 319-25.
48. Reisbick S, Neuringer M, Hasnain R, Connor WE. Home cage behavior of rhesus monkeys with longterm deficiency of omega-3 fatty acids. Physiology & behavior. 1994; 55: 231-9.