{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T01:33:45Z","timestamp":1767922425022,"version":"3.49.0"},"reference-count":64,"publisher":"Springer Science and Business Media LLC","issue":"15","license":[{"start":{"date-parts":[[2022,3,25]],"date-time":"2022-03-25T00:00:00Z","timestamp":1648166400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,3,25]],"date-time":"2022-03-25T00:00:00Z","timestamp":1648166400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100003443","name":"Ministry of Education and Science of the Russian Federation","doi-asserted-by":"publisher","award":["Laboratory of medical VR simulator systems for training"],"award-info":[{"award-number":["Laboratory of medical VR simulator systems for training"]}],"id":[{"id":"10.13039\/501100003443","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003443","name":"Ministry of Education and Science of the Russian Federation","doi-asserted-by":"publisher","award":["diagnostics"],"award-info":[{"award-number":["diagnostics"]}],"id":[{"id":"10.13039\/501100003443","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003443","name":"Ministry of Education and Science of the Russian Federation","doi-asserted-by":"publisher","award":["rehabilitation"],"award-info":[{"award-number":["rehabilitation"]}],"id":[{"id":"10.13039\/501100003443","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2022,8]]},"DOI":"10.1007\/s00521-022-07166-9","type":"journal-article","created":{"date-parts":[[2022,3,25]],"date-time":"2022-03-25T18:17:50Z","timestamp":1648232270000},"page":"12919-12946","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Control of adaptive running platform based on machine vision technologies and neural networks"],"prefix":"10.1007","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3450-5213","authenticated-orcid":false,"given":"Artem D.","family":"Obukhov","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mikhail N.","family":"Krasnyanskiy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Denis L.","family":"Dedov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Victoria V.","family":"Vostrikova","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniil V.","family":"Teselkin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ekaterina O.","family":"Surkova","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,3,25]]},"reference":[{"key":"7166_CR1","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1007\/978-3-030-74608-7_11","volume-title":"Congress of the international ergonomics association","author":"EC Silva","year":"2021","unstructured":"Silva EC, Sirqueira CA, Pinto FG (2021) The immersion in virtual reality of control room activity. In: Black NL, PatrickNeumann W, Noy I (eds) Congress of the international ergonomics association. Springer, Cham, pp 82\u201388. https:\/\/doi.org\/10.1007\/978-3-030-74608-7_11"},{"key":"7166_CR2","doi-asserted-by":"publisher","unstructured":"Demirel D, Hamam A, Scott C, Karaman B, Toker O, Pena L (2021) Towards a new chemistry learning platform with virtual reality and haptics. In: International conference on human-computer interaction. Springer, Cham, pp 253\u2013267. https:\/\/doi.org\/10.1007\/978-3-030-77943-6_16","DOI":"10.1007\/978-3-030-77943-6_16"},{"key":"7166_CR3","doi-asserted-by":"publisher","unstructured":"Li W, Xiao JX (2021) User experience in digital museums: a case study of the palace museum in Beijing. In: International conference on human-computer interaction. Springer, Cham, pp 436\u2013448. https:\/\/doi.org\/10.1007\/978-3-030-77411-0_28","DOI":"10.1007\/978-3-030-77411-0_28"},{"key":"7166_CR4","doi-asserted-by":"publisher","unstructured":"Khasanova GF, Shageeva FT (2019) Poster: variable scenarios of the VR use in training specialists for chemical industry. In: International conference on interactive collaborative learning. Springer, Cham, pp 808\u2013813. https:\/\/doi.org\/10.1007\/978-3-030-40271-6_79","DOI":"10.1007\/978-3-030-40271-6_79"},{"key":"7166_CR5","doi-asserted-by":"publisher","unstructured":"Mitrut O, Moldoveanu A, Petrescu L, Petrescu C, Moldoveanu F (2021) A review of virtual therapists in anxiety and phobias alleviating applications. In: International conference on human\u2013computer interaction. Springer, Cham, pp 71\u201379. https:\/\/doi.org\/10.1007\/978-3-030-77599-5_6","DOI":"10.1007\/978-3-030-77599-5_6"},{"key":"7166_CR6","doi-asserted-by":"publisher","unstructured":"Ekechukwu END, Nzeakuba IC, Dada OO, Nwankwo KO, Olowoyo P, Utti VA, Owolabi MO (2021) Virtual reality, a neuroergonomic and neurorehabilitation tool for promoting neuroplasticity in stroke survivors: a systematic review with meta-analysis. In: Congress of the international ergonomics association. Springer, Cham, pp 495\u2013508. https:\/\/doi.org\/10.1007\/978-3-030-74614-8_64","DOI":"10.1007\/978-3-030-74614-8_64"},{"key":"7166_CR7","doi-asserted-by":"publisher","unstructured":"Homayounpour M, Butter D, Vasta S, Merryweather A (2021). Validation of an inverse kinematic VR manikin in seated tasks: application in ergonomics training. In: Congress of the international ergonomics association. Springer, Cham, pp 367\u2013373. https:\/\/doi.org\/10.1007\/978-3-030-74614-8_45","DOI":"10.1007\/978-3-030-74614-8_45"},{"key":"7166_CR8","doi-asserted-by":"publisher","unstructured":"Jim\u00e9nez MC, James AM, Maureira MAG, Kniestedt I (2017) Dreadful virtualities: a comparative case study of player responses to a horror game in virtual reality and flat screen. In: International conference on advances in computer entertainment. Springer, Cham, pp 239\u2013260. https:\/\/doi.org\/10.1007\/978-3-319-76270-8_17","DOI":"10.1007\/978-3-319-76270-8_17"},{"key":"7166_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10639-020-10391-1","volume":"27","author":"J Lee","year":"2020","unstructured":"Lee J (2020) Problem-based gaming via an augmented reality mobile game and a printed game in foreign language education. Educ Inf Technol 27:1\u201329. https:\/\/doi.org\/10.1007\/s10639-020-10391-1","journal-title":"Educ Inf Technol"},{"key":"7166_CR10","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1007\/978-1-4471-3873-0_17","volume-title":"Virtual and augmented reality applications in manufacturing","author":"F Echtler","year":"2004","unstructured":"Echtler F, Sturm F, Kindermann K, Klinker G, Stilla J, Trilk J, Najafi H (2004) The intelligent welding gun: augmented reality for experimental vehicle construction. In: Ong SK, Nee AYC (eds) Virtual and augmented reality applications in manufacturing. Springer, London, pp 333\u2013360. https:\/\/doi.org\/10.1007\/978-1-4471-3873-0_17"},{"key":"7166_CR11","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-1428-6_651","volume-title":"Encyclopedia of the sciences of learning","author":"Y Inoue","year":"2012","unstructured":"Inoue Y (2012) Virtual reality learning environments. In: Seel NM (ed) Encyclopedia of the sciences of learning. Springer, Boston. https:\/\/doi.org\/10.1007\/978-1-4419-1428-6_651"},{"issue":"02","key":"7166_CR12","doi-asserted-by":"publisher","first-page":"77","DOI":"10.36548\/jiip.2020.2.002","volume":"2","author":"R Dhaya","year":"2020","unstructured":"Dhaya R (2020) Improved image processing techniques for user immersion problem alleviation in virtual reality environments. J Innov Image Process 2(02):77\u201384. https:\/\/doi.org\/10.36548\/jiip.2020.2.002","journal-title":"J Innov Image Process"},{"key":"7166_CR13","doi-asserted-by":"publisher","unstructured":"Berna-Moya JL, Martinez-Plasencia D (2019) Exploring the effects of replicating shape, weight and recoil effects on VR shooting controllers. In: IFIP conference on human\u2013computer interaction. Springer, Cham, pp 763\u2013782. https:\/\/doi.org\/10.1007\/978-3-030-29381-9_45","DOI":"10.1007\/978-3-030-29381-9_45"},{"key":"7166_CR14","doi-asserted-by":"publisher","unstructured":"Jia D, Hermans A, Leibe B (2020) DR-SPAAM: a spatial-attention and auto-regressive model for person detection in 2D range data. In: 2020 IEEE\/RSJ international conference on intelligent robots and systems (IROS). IEEE, pp 10270\u201310277. https:\/\/doi.org\/10.1109\/IROS45743.2020.9341689","DOI":"10.1109\/IROS45743.2020.9341689"},{"issue":"1","key":"7166_CR15","doi-asserted-by":"publisher","first-page":"12","DOI":"10.21767\/2574-2825.100030","volume":"3","author":"MC Hsieh","year":"2018","unstructured":"Hsieh MC, Lee JJ (2018) Preliminary study of VR and AR applications in medical and healthcare education. J Nurs Health Stud 3(1):12. https:\/\/doi.org\/10.21767\/2574-2825.100030","journal-title":"J Nurs Health Stud"},{"issue":"2","key":"7166_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3180658","volume":"16","author":"NC Nilsson","year":"2018","unstructured":"Nilsson NC, Serafin S, Steinicke F, Nordahl R (2018) Natural walking in virtual reality: a review. Comput Entertain 16(2):1\u201322. https:\/\/doi.org\/10.1145\/3180658","journal-title":"Comput Entertain"},{"key":"7166_CR17","doi-asserted-by":"publisher","unstructured":"Habgood MJ, Moore D, Wilson D, Alapont S (2018) Rapid, continuous movement between nodes as an accessible virtual reality locomotion technique. In: 2018 IEEE conference on virtual reality and 3D user interfaces (VR). IEEE, pp 371\u2013378. https:\/\/doi.org\/10.1109\/VR.2018.8446130","DOI":"10.1109\/VR.2018.8446130"},{"key":"7166_CR18","doi-asserted-by":"publisher","first-page":"124548","DOI":"10.1109\/ACCESS.2019.2937937","volume":"7","author":"P Krompiec","year":"2019","unstructured":"Krompiec P, Park K (2019) Enhanced player interaction using motion controllers for first-person shooting games in virtual reality. IEEE Access 7:124548\u2013124557. https:\/\/doi.org\/10.1109\/ACCESS.2019.2937937","journal-title":"IEEE Access"},{"key":"7166_CR19","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1089\/g4h.2017.0190","volume":"14","author":"D Saredakis","year":"2020","unstructured":"Saredakis D, Szpak A, Birckhead B, Keage HA, Rizzo A, Loetscher T (2020) Factors associated with virtual reality sickness in head-mounted displays: a systematic review and meta-analysis. Front Hum Neurosci 14:96. https:\/\/doi.org\/10.1089\/g4h.2017.0190","journal-title":"Front Hum Neurosci"},{"key":"7166_CR20","doi-asserted-by":"publisher","unstructured":"Farmani Y, Teather RJ (2018) Viewpoint snapping to reduce cybersickness in virtual reality. In: Proceedings of the 44th graphics interface conference, pp 168\u2013175. https:\/\/doi.org\/10.20380\/GI2018.23","DOI":"10.20380\/GI2018.23"},{"issue":"2","key":"7166_CR21","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1007\/s10055-019-00401-0","volume":"24","author":"C Yildirim","year":"2020","unstructured":"Yildirim C (2020) Don\u2019t make me sick: investigating the incidence of cybersickness in commercial virtual reality headsets. Virtual Real 24(2):231\u2013239. https:\/\/doi.org\/10.1007\/s10055-019-00401-0","journal-title":"Virtual Real"},{"issue":"4","key":"7166_CR22","doi-asserted-by":"publisher","first-page":"1467","DOI":"10.1109\/TVCG.2018.2794659","volume":"24","author":"DT Han","year":"2018","unstructured":"Han DT, Suhail M, Ragan ED (2018) Evaluating remapped physical reach for hand interactions with passive haptics in virtual reality. IEEE Trans Vis Comput Graph 24(4):1467\u20131476. https:\/\/doi.org\/10.1109\/TVCG.2018.2794659","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"7166_CR23","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1186\/s12984-021-00848-w","volume":"18","author":"C Winter","year":"2021","unstructured":"Winter C, Kern F, Gall D et al (2021) Immersive virtual reality during gait rehabilitation increases walking speed and motivation: a usability evaluation with healthy participants and patients with multiple sclerosis and stroke. J Neuroeng Rehabil 18:68. https:\/\/doi.org\/10.1186\/s12984-021-00848-w","journal-title":"J Neuroeng Rehabil"},{"key":"7166_CR24","doi-asserted-by":"publisher","unstructured":"Andersen K, Gaab SJ, Sattarvand J, Harris FC (2020) METS VR: mining evacuation training simulator in virtual reality for underground mines. In: 17th international conference on information technology\u2014new generations (ITNG 2020). Springer, Cham, pp 325\u2013332. https:\/\/doi.org\/10.1007\/978-3-030-43020-7_43","DOI":"10.1007\/978-3-030-43020-7_43"},{"key":"7166_CR25","doi-asserted-by":"publisher","unstructured":"Bouguila L, Evequoz F, Courant M, Hirsbrunner B (2004) Walking-pad: a step-in-place locomotion interface for virtual environments. In: Proceedings of the 6th international conference on multimodal interfaces, pp 77\u201381. https:\/\/doi.org\/10.1145\/1027933.1027948","DOI":"10.1145\/1027933.1027948"},{"key":"7166_CR26","doi-asserted-by":"publisher","unstructured":"Solanki D, Kumar S, Raj P, Lahiri U (2019) Body weight support assisted virtual reality based treadmill walk with gait characterization. In: 2019 10th international conference on computing, communication and networking technologies (ICCCNT). IEEE, pp 1\u20137. https:\/\/doi.org\/10.1109\/ICCCNT45670.2019.8944611","DOI":"10.1109\/ICCCNT45670.2019.8944611"},{"key":"7166_CR27","doi-asserted-by":"publisher","unstructured":"Lidia-Cristina B, Horatiu R, Nicu-George B (2021) Design of improved mechatronic system for Virtusphere. In: 2021 international conference on applied and theoretical electricity (ICATE). IEEE, pp 1\u20134. https:\/\/doi.org\/10.1109\/ICATE49685.2021.9464938","DOI":"10.1109\/ICATE49685.2021.9464938"},{"key":"7166_CR28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-08234-9_186-1","volume-title":"Encyclopedia of computer graphics and games","author":"E Bozgeyikli","year":"2018","unstructured":"Bozgeyikli E (2018) Locomotion in virtual reality video games. In: Lee N (ed) Encyclopedia of computer graphics and games. Springer, Cham. https:\/\/doi.org\/10.1007\/978-3-319-08234-9_186-1"},{"key":"7166_CR29","doi-asserted-by":"publisher","unstructured":"Kemeny A, Chardonnet JR, Colombet F (2020) Visualization and motion systems. In: Getting rid of cybersickness. Springer, Cham. https:\/\/doi.org\/10.1007\/978-3-030-59342-1_3","DOI":"10.1007\/978-3-030-59342-1_3"},{"key":"7166_CR30","doi-asserted-by":"publisher","unstructured":"Warren LE, Bowman DA (2017) User experience with semi-natural locomotion techniques in virtual reality: the case of the Virtuix Omni. In: Proceedings of the 5th symposium on spatial user interaction, pp 163\u2013163. https:\/\/doi.org\/10.1145\/3131277.3134359","DOI":"10.1145\/3131277.3134359"},{"key":"7166_CR31","doi-asserted-by":"publisher","unstructured":"Obukhov A, Siukhin A, Dedov D (2020) The model of the automatic control system for a treadmill based on neural networks. In: 2020 international multi-conference on industrial engineering and modern technologies (FarEastCon). IEEE, pp 1\u20135. https:\/\/doi.org\/10.1109\/FarEastCon50210.2020.9271589","DOI":"10.1109\/FarEastCon50210.2020.9271589"},{"key":"7166_CR32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-77599-5_7","volume-title":"Virtual, augmented and mixed reality. HCII 2021. Lecture notes in computer science","author":"R Mittal","year":"2021","unstructured":"Mittal R, Karre SA, Reddy YR (2021) Designing limitless path in virtual reality environment. In: Chen JYC, Fragomeni G (eds) Virtual, augmented and mixed reality. HCII 2021. Lecture notes in computer science, vol 12770. Springer, Cham. https:\/\/doi.org\/10.1007\/978-3-030-77599-5_7"},{"issue":"6","key":"7166_CR33","doi-asserted-by":"publisher","first-page":"737","DOI":"10.1016\/j.bushor.2020.08.002","volume":"63","author":"A De Regt","year":"2020","unstructured":"De Regt A, Barnes SJ, Plangger K (2020) The virtual reality value chain. Bus Horiz 63(6):737\u2013748. https:\/\/doi.org\/10.1016\/j.bushor.2020.08.002","journal-title":"Bus Horiz"},{"issue":"5","key":"7166_CR34","doi-asserted-by":"publisher","first-page":"505","DOI":"10.5302\/J.ICROS.2011.17.5.505","volume":"17","author":"M Auralius","year":"2011","unstructured":"Auralius M, Yoon JW (2011) An automatic speed control system of a treadmill with ultrasonic sensors. J Inst Control Robot Syst 17(5):505\u2013511. https:\/\/doi.org\/10.5302\/J.ICROS.2011.17.5.505","journal-title":"J Inst Control Robot Syst"},{"issue":"2","key":"7166_CR35","doi-asserted-by":"publisher","first-page":"446","DOI":"10.1109\/JBHI.2014.2316998","volume":"19","author":"Y Qi","year":"2014","unstructured":"Qi Y, Soh CB, Gunawan E, Low KS (2014) Ambulatory measurement of three-dimensional foot displacement during treadmill walking using wearable wireless ultrasonic sensor network. IEEE J Biomed Health Inform 19(2):446\u2013452. https:\/\/doi.org\/10.1109\/JBHI.2014.2316998","journal-title":"IEEE J Biomed Health Inform"},{"issue":"7","key":"7166_CR36","doi-asserted-by":"publisher","first-page":"2239","DOI":"10.1177\/0954406218790279","volume":"233","author":"G Gembalczyk","year":"2019","unstructured":"Gembalczyk G, Duda S, Kciuk S, G\u0105siorek D, M\u0119\u017cyk A (2019) Mechatronic treadmill for gait reeducation with control algorithm of treadmill speed adaptation. Proc Inst Mech Eng C J Mech Eng Sci 233(7):2239\u20132247. https:\/\/doi.org\/10.1177\/0954406218790279","journal-title":"Proc Inst Mech Eng C J Mech Eng Sci"},{"issue":"2","key":"7166_CR37","doi-asserted-by":"publisher","first-page":"256","DOI":"10.1016\/j.gaitpost.2010.11.016","volume":"33","author":"M Wu","year":"2011","unstructured":"Wu M, George Hornby T, Landry JM, Roth H, Schmit BD (2011) A cable-driven locomotor training system for restoration of gait in human SCI. Gait Posture 33(2):256\u2013260. https:\/\/doi.org\/10.1016\/j.gaitpost.2010.11.016","journal-title":"Gait Posture"},{"issue":"2","key":"7166_CR38","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1007\/s10055-018-0374-z","volume":"23","author":"P Caserman","year":"2019","unstructured":"Caserman P, Garcia-Agundez A, Konrad R, G\u00f6bel S, Steinmetz R (2019) Real-time body tracking in virtual reality using a Vive tracker. Virtual Real 23(2):155\u2013168. https:\/\/doi.org\/10.1007\/s10055-018-0374-z","journal-title":"Virtual Real"},{"key":"7166_CR39","doi-asserted-by":"publisher","unstructured":"Yoon J, Asl H, Pyo S (2018) Intelligent control scheme to facilitate abrupt stopping on self-adjustable treadmills. In: IEEE international conference on robotics and automation, pp 1639\u20131644. https:\/\/doi.org\/10.1109\/ICRA.2018.8462897","DOI":"10.1109\/ICRA.2018.8462897"},{"key":"7166_CR40","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1007698","author":"S Kamkar","year":"2020","unstructured":"Kamkar S, Ghezloo F, Moghaddam HA, Borji A, Lashgari R (2020) Multiple-target tracking in human and machine vision. PLoS Comput Biol. https:\/\/doi.org\/10.1371\/journal.pcbi.1007698","journal-title":"PLoS Comput Biol"},{"key":"7166_CR41","doi-asserted-by":"publisher","first-page":"1025","DOI":"10.2165\/00007256-200838120-00006","volume":"38","author":"S Barris","year":"2008","unstructured":"Barris S, Button C (2008) A review of vision-based motion analysis in sport. Sports Med 38:1025\u20131043. https:\/\/doi.org\/10.2165\/00007256-200838120-00006","journal-title":"Sports Med"},{"key":"7166_CR42","doi-asserted-by":"publisher","unstructured":"Rosdi MHAB, Ghani ASA (2022) investigation on accuracy of sensors in sensor fusion for object detection of autonomous vehicle based on 2D lidar and ultrasonic sensor. In: Recent trends in mechatronics towards industry 4.0. Springer, Singapore, pp 761\u2013770.https:\/\/doi.org\/10.1007\/978-981-33-4597-3_68","DOI":"10.1007\/978-981-33-4597-3_68"},{"key":"7166_CR43","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1007\/s00216-004-2895-4","volume":"381","author":"G Gauglitz","year":"2005","unstructured":"Gauglitz G (2005) Direct optical sensors: principles and selected applications. Anal Bioanal Chem 381:141\u2013155. https:\/\/doi.org\/10.1007\/s00216-004-2895-4","journal-title":"Anal Bioanal Chem"},{"key":"7166_CR44","doi-asserted-by":"publisher","first-page":"3798","DOI":"10.1109\/ACCESS.2020.3047698","volume":"9","author":"MS Ikbal","year":"2020","unstructured":"Ikbal MS, Ramadoss V, Zoppi M (2020) Dynamic pose tracking performance evaluation of HTC vive virtual reality system. IEEE Access 9:3798\u20133815. https:\/\/doi.org\/10.1109\/ACCESS.2020.3047698","journal-title":"IEEE Access"},{"issue":"3","key":"7166_CR45","doi-asserted-by":"publisher","first-page":"585","DOI":"10.1016\/S0031-3203(02)00100-0","volume":"36","author":"L Wang","year":"2003","unstructured":"Wang L, Hu W, Tan T (2003) Recent developments in human motion analysis. Pattern Recogn 36(3):585\u2013601. https:\/\/doi.org\/10.1016\/S0031-3203(02)00100-0","journal-title":"Pattern Recogn"},{"key":"7166_CR46","doi-asserted-by":"publisher","unstructured":"Tsutsui H, Miura J, Shirai Y (2001) Optical flow-based person tracking by multiple cameras. In: Conference documentation international conference on multisensor fusion and integration for intelligent systems. MFI 2001 (Cat. No. 01TH8590). IEEE, pp 91\u201396. https:\/\/doi.org\/10.1109\/MFI.2001.1013514.","DOI":"10.1109\/MFI.2001.1013514"},{"issue":"1","key":"7166_CR47","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s13755-021-00159-3","volume":"9","author":"X Wang","year":"2021","unstructured":"Wang X, Garg S, Tran SN, Bai Q, Alty J (2021) Hand tremor detection in videos with cluttered background using neural network based approaches. Health Inf Sci Syst 9(1):1\u201314. https:\/\/doi.org\/10.1007\/s13755-021-00159-3","journal-title":"Health Inf Sci Syst"},{"issue":"1","key":"7166_CR48","doi-asserted-by":"publisher","first-page":"36","DOI":"10.3390\/healthcare10010036","volume":"10","author":"Y Wu","year":"2022","unstructured":"Wu Y, Lin Q, Yang M, Liu J, Tian J, Kapil D, Vanderbloemen L (2022) A computer vision-based yoga pose grading approach using contrastive skeleton feature representations. Healthcare 10(1):36. https:\/\/doi.org\/10.3390\/healthcare10010036","journal-title":"Healthcare"},{"key":"7166_CR49","doi-asserted-by":"publisher","unstructured":"Cao Z, Simon T, Wei SE, Sheikh Y (2017) Realtime multi-person 2d pose estimation using part affinity fields. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 7291\u20137299. https:\/\/doi.org\/10.1109\/CVPR.2017.143","DOI":"10.1109\/CVPR.2017.143"},{"issue":"9","key":"7166_CR50","doi-asserted-by":"publisher","first-page":"4223","DOI":"10.3390\/app11094223","volume":"11","author":"S Pyo","year":"2021","unstructured":"Pyo S, Lee H, Yoon J (2021) Development of a novel omnidirectional treadmill-based locomotion interface device with running capability. Appl Sci 11(9):4223","journal-title":"Appl Sci"},{"issue":"2","key":"7166_CR51","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1670671.1670675","volume":"7","author":"JL Souman","year":"2010","unstructured":"Souman JL, Giordano PR, Frissen I, Luca AD, Ernst MO (2010) Making virtual walking real: perceptual evaluation of a new treadmill control algorithm. ACM Trans Appl Percept 7(2):1\u201314","journal-title":"ACM Trans Appl Percept"},{"issue":"2","key":"7166_CR52","doi-asserted-by":"publisher","first-page":"322","DOI":"10.1177\/0142331219868924","volume":"42","author":"W Wang","year":"2020","unstructured":"Wang W, Yang K, Zhu Y, Mu H (2020) Speed adaptation and acceleration ripple suppression of treadmill user system using a virtual force moment balance model. Trans Inst Meas Control 42(2):322\u2013329. https:\/\/doi.org\/10.1177\/0142331219868924","journal-title":"Trans Inst Meas Control"},{"issue":"15","key":"7166_CR53","doi-asserted-by":"publisher","first-page":"2569","DOI":"10.1016\/j.jbiomech.2009.07.024","volume":"42","author":"MV Bowtell","year":"2009","unstructured":"Bowtell MV, Tan H, Wilson AM (2009) The consistency of maximum running speed measurements in humans using a feedback-controlled treadmill, and a comparison with maximum attainable speed during overground locomotion. J Biomech 42(15):2569\u20132574. https:\/\/doi.org\/10.1016\/j.jbiomech.2009.07.024","journal-title":"J Biomech"},{"key":"7166_CR54","doi-asserted-by":"publisher","unstructured":"Zhou Y, Chen S (2020) Fuzzy control for treadmill permanent magnet synchronous motor speed system. In: 2020 5th international conference on advanced robotics and mechatronics (ICARM). IEEE, pp 646\u2013651. https:\/\/doi.org\/10.1109\/ICARM49381.2020.9195339","DOI":"10.1109\/ICARM49381.2020.9195339"},{"key":"7166_CR55","doi-asserted-by":"publisher","unstructured":"Weng K, Turk B, Dolores L, Nguyen TN, Celler B, Su S, Nguyen HT (2010) Fast tracking of a given heart rate profile in treadmill exercise. In: 2010 annual international conference of the IEEE engineering in medicine and biology. IEEE, pp 2569\u20132572. https:\/\/doi.org\/10.1109\/IEMBS.2010.5626650","DOI":"10.1109\/IEMBS.2010.5626650"},{"key":"7166_CR56","doi-asserted-by":"publisher","unstructured":"Kim J, Chang M, Jeon D (2018) The AI supervisor for the effective treadmill training system of rehabilitation and exercise. In: International conference on NeuroRehabilitation. Springer, Cham, pp 195\u2013199. https:\/\/doi.org\/10.1007\/978-3-030-01845-0_39","DOI":"10.1007\/978-3-030-01845-0_39"},{"key":"7166_CR57","doi-asserted-by":"publisher","unstructured":"Li L, Luo M (2020) Research on an improved single neuron PI control strategy. In: 2020 international conference on computer network, electronic and automation (ICCNEA). IEEE, pp 409\u2013413. : https:\/\/doi.org\/10.1109\/ICCNEA50255.2020.00090","DOI":"10.1109\/ICCNEA50255.2020.00090"},{"issue":"3","key":"7166_CR58","doi-asserted-by":"publisher","first-page":"4057","DOI":"10.1007\/s12652-020-01780-y","volume":"12","author":"A Manju","year":"2021","unstructured":"Manju A, Valarmathie P (2021) Video analytics for semantic substance extraction using OpenCV in python. J Ambient Intell Humaniz Comput 12(3):4057\u20134066. https:\/\/doi.org\/10.1007\/s12652-020-01780-y","journal-title":"J Ambient Intell Humaniz Comput"},{"key":"7166_CR59","doi-asserted-by":"crossref","unstructured":"Brdjanin A, Dardagan N, Dzigal D, Akagic A (2020) Single object trackers in OpenCV: a benchmark. In: 2020 international conference on INnovations in Intelligent SysTems and Applications (INISTA). IEEE, pp 1\u20136","DOI":"10.1109\/INISTA49547.2020.9194647"},{"key":"7166_CR60","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41610-1_100-1","volume-title":"Encyclopedia of robotics","author":"R Hartley","year":"2020","unstructured":"Hartley R, Li H (2020) Stereovision. In: Ang M, Khatib O, Siciliano B (eds) Encyclopedia of robotics. Springer, Berlin. https:\/\/doi.org\/10.1007\/978-3-642-41610-1_100-1"},{"key":"7166_CR61","unstructured":"Ahmadyan A, Hou T, Wei J, Zhang L, Ablavatski A, Grundmann M (2020) Instant 3D object tracking with applications in augmented reality. arXiv preprint arXiv:2006.13194."},{"issue":"4","key":"7166_CR62","doi-asserted-by":"publisher","first-page":"517","DOI":"10.3390\/electronics10040517","volume":"10","author":"S-h Kim","year":"2021","unstructured":"Kim S-h, Hwang Y (2021) A survey on deep learning based methods and datasets for monocular 3D object detection. Electronics 10(4):517. https:\/\/doi.org\/10.3390\/electronics10040517","journal-title":"Electronics"},{"key":"7166_CR63","doi-asserted-by":"publisher","unstructured":"Ahmadyan A, Zhang L, Ablavatski A, Wei J, Grundmann M (2021) Objectron: a large scale dataset of object-centric videos in the wild with pose annotations. In: Proceedings of the IEEE\/CVF conference on computer vision and pattern recognition, pp 7822\u20137831. https:\/\/doi.org\/10.1109\/CVPR46437.2021.00773","DOI":"10.1109\/CVPR46437.2021.00773"},{"key":"7166_CR64","doi-asserted-by":"publisher","DOI":"10.1007\/S00521-021-06169-2","author":"AD Obukhov","year":"2021","unstructured":"Obukhov AD, Krasnyanskiy MN (2021) Neural network method for automatic data generation in adaptive information systems. Neural Comput Appl. https:\/\/doi.org\/10.1007\/S00521-021-06169-2","journal-title":"Neural Comput Appl"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-022-07166-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-022-07166-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-022-07166-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,23]],"date-time":"2022-07-23T10:15:07Z","timestamp":1658571307000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-022-07166-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,25]]},"references-count":64,"journal-issue":{"issue":"15","published-print":{"date-parts":[[2022,8]]}},"alternative-id":["7166"],"URL":"https:\/\/doi.org\/10.1007\/s00521-022-07166-9","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,3,25]]},"assertion":[{"value":"25 September 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 March 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 March 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that there is no conflict of interest regarding the publication of this article.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}