{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,16]],"date-time":"2026-05-16T16:47:58Z","timestamp":1778950078444,"version":"3.51.4"},"publisher-location":"Cham","reference-count":26,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031882227","type":"print"},{"value":"9783031882234","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-88223-4_9","type":"book-chapter","created":{"date-parts":[[2025,4,24]],"date-time":"2025-04-24T03:44:23Z","timestamp":1745466263000},"page":"119-132","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Infrared Imaging and Deep Learning in Sports: A Comprehensive Review of Applications in Performance Enhancement and Injury Prevention"],"prefix":"10.1007","author":[{"given":"Abhay","family":"Chaudhary","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yana","family":"Gaur","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ajith","family":"Abraham","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arun","family":"Kumar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,4,25]]},"reference":[{"key":"9_CR1","doi-asserted-by":"publisher","DOI":"10.5772\/30268","author":"A Arfaoui","year":"2012","unstructured":"Arfaoui, A., et al.: Infrared thermography in sports activity. Infrared Thermography (2012). https:\/\/doi.org\/10.5772\/30268","journal-title":"Infrared Thermography"},{"key":"9_CR2","doi-asserted-by":"publisher","unstructured":"Islam, M.R., Kabir, M.M., Mridha, M.F., Alfarhood, S., Safran, M., Che, D.: Deep learning-based IoT system for remote monitoring and early detection of health issues in real-time. Sensors 23(11), 5204 (2023). https:\/\/doi.org\/10.3390\/S23115204","DOI":"10.3390\/S23115204"},{"key":"9_CR3","doi-asserted-by":"publisher","unstructured":"Priego Quesada, J.I. (ed.) Application of Infrared Thermography in Sports Science (2017). https:\/\/doi.org\/10.1007\/978-3-319-47410-6","DOI":"10.1007\/978-3-319-47410-6"},{"issue":"2","key":"9_CR4","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1007\/S40279-014-0253-Z\/TABLES\/2","volume":"44","author":"SL Halson","year":"2014","unstructured":"Halson, S.L.: Monitoring training load to understand fatigue in athletes. Sports Med. 44(2), 139\u2013147 (2014). https:\/\/doi.org\/10.1007\/S40279-014-0253-Z\/TABLES\/2","journal-title":"Sports Med."},{"key":"9_CR5","doi-asserted-by":"publisher","unstructured":"Hildebrandt, C., Raschner, C., Ammer, K.: An overview of recent application of medical infrared thermography in sports medicine in Austria. Sensors 10(5), 4700\u20134715 (2010). https:\/\/doi.org\/10.3390\/S100504700","DOI":"10.3390\/S100504700"},{"key":"9_CR6","doi-asserted-by":"publisher","first-page":"530","DOI":"10.1016\/J.INFRARED.2016.04.014","volume":"76","author":"J Oliveira","year":"2016","unstructured":"Oliveira, J., Vardasca, R., Pimenta, M., Gabriel, J., Torres, J.: Use of infra-red thermography for the diagnosis and grading of sprained ankle injuries. Infrared Phys. Technol. 76, 530\u2013541 (2016). https:\/\/doi.org\/10.1016\/J.INFRARED.2016.04.014","journal-title":"Infrared Phys. Technol."},{"issue":"1","key":"9_CR7","doi-asserted-by":"publisher","first-page":"9073706","DOI":"10.1155\/2017\/9073706","volume":"2017","author":"N Jia","year":"2017","unstructured":"Jia, N., Chen, X., Yu, L., Wang, R., Yang, K., Luo, X.: An exercise health simulation method based on integrated human thermophysiological model. Comput. Math. Methods Med. 2017(1), 9073706 (2017). https:\/\/doi.org\/10.1155\/2017\/9073706","journal-title":"Comput. Math. Methods Med."},{"issue":"2\u20133","key":"9_CR8","doi-asserted-by":"publisher","first-page":"162","DOI":"10.1016\/J.CVIU.2006.06.010","volume":"106","author":"JW Davis","year":"2007","unstructured":"Davis, J.W., Sharma, V.: Background-subtraction using contour-based fusion of thermal and visible imagery. Comput. Vis. Image Underst. 106(2\u20133), 162\u2013182 (2007). https:\/\/doi.org\/10.1016\/J.CVIU.2006.06.010","journal-title":"Comput. Vis. Image Underst."},{"issue":"8","key":"9_CR9","doi-asserted-by":"publisher","first-page":"781","DOI":"10.1109\/34.868681","volume":"22","author":"R Cutler","year":"2000","unstructured":"Cutler, R., Davis, L.S.: Robust real-time periodic motion detection, analysis, and applications. IEEE Trans. Pattern Anal. Mach. Intell. 22(8), 781\u2013796 (2000). https:\/\/doi.org\/10.1109\/34.868681","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"9_CR10","doi-asserted-by":"publisher","unstructured":"Bhanu, B., Han, J.: Kinematic-based human motion analysis in infrared sequences. In: Proceedings of IEEE Workshop on Applications of Computer Vision, vol. 2002-January, pp. 208\u2013212 (2002). https:\/\/doi.org\/10.1109\/ACV.2002.1182183","DOI":"10.1109\/ACV.2002.1182183"},{"key":"9_CR11","doi-asserted-by":"crossref","unstructured":"Winter, D.A.: Biomechanics and Motor Control of Human Movement, p. 370 (2009)","DOI":"10.1002\/9780470549148"},{"key":"9_CR12","doi-asserted-by":"publisher","unstructured":"Lee, L., Grimson, W.E.L.: Gait analysis for recognition and classification. In: Proceedings of Fifth IEEE International Conference on Automatic Face Gesture Recognition, pp. 155\u2013162 (2002). https:\/\/doi.org\/10.1109\/AFGR.2002.1004148","DOI":"10.1109\/AFGR.2002.1004148"},{"issue":"8","key":"9_CR13","doi-asserted-by":"publisher","first-page":"2904","DOI":"10.1016\/J.PATCOG.2010.03.011","volume":"43","author":"Z Xue","year":"2010","unstructured":"Xue, Z., Ming, D., Song, W., Wan, B., Jin, S.: Infrared gait recognition based on wavelet transform and support vector machine. Pattern Recognit. 43(8), 2904\u20132910 (2010). https:\/\/doi.org\/10.1016\/J.PATCOG.2010.03.011","journal-title":"Pattern Recognit."},{"issue":"5","key":"9_CR14","doi-asserted-by":"publisher","DOI":"10.1371\/JOURNAL.PONE.0286313","volume":"18","author":"Y Qiu","year":"2023","unstructured":"Qiu, Y., Guan, Y., Liu, S.: The analysis of infrared high-speed motion capture system on motion aesthetics of aerobics athletes under biomechanics analysis. PLoS ONE 18(5), e0286313 (2023). https:\/\/doi.org\/10.1371\/JOURNAL.PONE.0286313","journal-title":"PLoS ONE"},{"key":"9_CR15","doi-asserted-by":"publisher","DOI":"10.1088\/978-0-7503-1143-4CH1","author":"EFJ Ring","year":"2015","unstructured":"Ring, E.F.J., Ammer, K.: The technique of infrared imaging in medicine. Infrared Imaging Casebook Clin. Med. (2015). https:\/\/doi.org\/10.1088\/978-0-7503-1143-4CH1","journal-title":"Infrared Imaging Casebook Clin. Med."},{"issue":"2","key":"9_CR16","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1111\/J.1748-1716.1966.TB03420.X","volume":"68","author":"B Nielsen","year":"1966","unstructured":"Nielsen, B.: Regulation of body temperature and heat dissipation at different levels of energy-and heat production in man. Acta Physiol. Scand. 68(2), 215\u2013227 (1966). https:\/\/doi.org\/10.1111\/J.1748-1716.1966.TB03420.X","journal-title":"Acta Physiol. Scand."},{"issue":"1","key":"9_CR17","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1113\/JPHYSIOL.1977.SP011800","volume":"267","author":"RP Clark","year":"1977","unstructured":"Clark, R.P., Mullan, B.J., Pugh, L.G.: Skin temperature during running\u2013a study using infrared colour thermography. J. Physiol. 267(1), 53\u201362 (1977). https:\/\/doi.org\/10.1113\/JPHYSIOL.1977.SP011800","journal-title":"J. Physiol."},{"issue":"1","key":"9_CR18","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1007\/S10439-009-9809-8","volume":"38","author":"A Merla","year":"2010","unstructured":"Merla, A., Mattei, P.A., Di Donato, L., Romani, G.L.: Thermal imaging of cutaneous temperature modifications in runners during graded exercise. Ann. Biomed. Eng. 38(1), 158\u2013163 (2010). https:\/\/doi.org\/10.1007\/S10439-009-9809-8","journal-title":"Ann. Biomed. Eng."},{"issue":"6","key":"9_CR19","doi-asserted-by":"publisher","first-page":"2350","DOI":"10.1152\/JAPPLPHYSIOL.01107.2002\/ASSET\/IMAGES\/LARGE\/DG0632364005.JPEG","volume":"94","author":"GP Kenny","year":"2003","unstructured":"Kenny, G.P., Reardon, F.D., Zaleski, W., Reardon, M.L., Haman, F., Ducharme, M.B.: Muscle temperature transients before, during, and after exercise measured using an intramuscular multisensor probe. J. Appl. Physiol. 94(6), 2350\u20132357 (2003). https:\/\/doi.org\/10.1152\/JAPPLPHYSIOL.01107.2002\/ASSET\/IMAGES\/LARGE\/DG0632364005.JPEG","journal-title":"J. Appl. Physiol."},{"key":"9_CR20","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/j.jtherbio.2017.07.006","volume":"69","author":"DG Moreira","year":"2017","unstructured":"Moreira, D.G., et al.: Thermographic imaging in sports and exercise medicine: a Delphi study and consensus statement on the measurement of human skin temperature. J. Therm. Biol. 69, 155\u2013162 (2017). https:\/\/doi.org\/10.1016\/j.jtherbio.2017.07.006","journal-title":"J. Therm. Biol."},{"issue":"8","key":"9_CR21","doi-asserted-by":"publisher","first-page":"1222","DOI":"10.1123\/JSR.2019-0056","volume":"29","author":"P G\u00f3mez-Carmona","year":"2020","unstructured":"G\u00f3mez-Carmona, P., Fern\u00e1ndez-Cuevas, I., Sillero-Quintana, M., Arnaiz-Lastras, J., Navandar, A.: Infrared thermography protocol on reducing the incidence of soccer injuries. J. Sport Rehabil. 29(8), 1222\u20131227 (2020). https:\/\/doi.org\/10.1123\/JSR.2019-0056","journal-title":"J. Sport Rehabil."},{"key":"9_CR22","doi-asserted-by":"publisher","unstructured":"Menezes, P., Rhea, M.R., Herdy, C., Sim\u00e3o, R.: Effects of strength training program and infrared thermography in soccer athletes injuries. Sports (Basel) 6(4) (2018). https:\/\/doi.org\/10.3390\/SPORTS6040148","DOI":"10.3390\/SPORTS6040148"},{"key":"9_CR23","doi-asserted-by":"publisher","unstructured":"Sillero-Quintana, M., Gomez-Carmona, P.M., Fern\u00e1ndez-Cuevas, I.: Infrared Thermography as a Means of Monitoring and Preventing Sports Injuries, pp. 165\u2013198 (2017). https:\/\/doi.org\/10.4018\/978-1-5225-2072-6.CH008","DOI":"10.4018\/978-1-5225-2072-6.CH008"},{"key":"9_CR24","doi-asserted-by":"publisher","unstructured":"Fang, Q., Ibarra-Castanedo, C., Garrido, I., Duan, Y., Maldague, X.: Automatic detection and identification of defects by deep learning algorithms from pulsed thermography data. Sensors 23(9), 4444, (2023). https:\/\/doi.org\/10.3390\/S23094444","DOI":"10.3390\/S23094444"},{"key":"9_CR25","doi-asserted-by":"publisher","first-page":"1273931","DOI":"10.3389\/FNINS.2023.1273931\/BIBTEX","volume":"17","author":"D Xiao","year":"2023","unstructured":"Xiao, D., Zhu, F., Jiang, J., Niu, X.: Leveraging natural cognitive systems in conjunction with ResNet50-BiGRU model and attention mechanism for enhanced medical image analysis and sports injury prediction. Front. Neurosci. 17, 1273931 (2023). https:\/\/doi.org\/10.3389\/FNINS.2023.1273931\/BIBTEX","journal-title":"Front. Neurosci."},{"key":"9_CR26","doi-asserted-by":"publisher","first-page":"118969","DOI":"10.1109\/ACCESS.2020.3005189","volume":"8","author":"D Tang","year":"2020","unstructured":"Tang, D.: Hybridized hierarchical deep convolutional neural network for sports rehabilitation exercises. IEEE Access 8, 118969\u2013118977 (2020). https:\/\/doi.org\/10.1109\/ACCESS.2020.3005189","journal-title":"IEEE Access"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition. ICPR 2024 International Workshops and Challenges"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-88223-4_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,24]],"date-time":"2025-04-24T03:44:27Z","timestamp":1745466267000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-88223-4_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031882227","9783031882234"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-88223-4_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"25 April 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICPR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Pattern Recognition","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kolkata","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 December 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 December 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icpr2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icpr2024.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}