{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T14:35:04Z","timestamp":1774967704890,"version":"3.50.1"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031581731","type":"print"},{"value":"9783031581748","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":[[2024]]},"DOI":"10.1007\/978-3-031-58174-8_36","type":"book-chapter","created":{"date-parts":[[2024,7,2]],"date-time":"2024-07-02T09:02:39Z","timestamp":1719910959000},"page":"422-431","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["MediaPipe with\u00a0LSTM Architecture for\u00a0Real-Time Hand Gesture Recognization"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7112-1617","authenticated-orcid":false,"given":"Sougatamoy","family":"Biswas","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4865-5420","authenticated-orcid":false,"given":"Anup","family":"Nandy","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6771-7095","authenticated-orcid":false,"given":"Asim Kumar","family":"Naskar","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0000-4350-6253","authenticated-orcid":false,"given":"Rahul","family":"Saw","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,7,3]]},"reference":[{"issue":"16","key":"36_CR1","doi-asserted-by":"publisher","first-page":"7056","DOI":"10.1109\/JSEN.2019.2909837","volume":"19","author":"A Mittal","year":"2019","unstructured":"Mittal, A., et al.: A modified LSTM model for continuous sign language recognition using leap motion. IEEE Sens. J. 19(16), 7056\u20137063 (2019)","journal-title":"IEEE Sens. J."},{"key":"36_CR2","doi-asserted-by":"publisher","first-page":"145929","DOI":"10.1109\/ACCESS.2021.3122921","volume":"9","author":"N Aloysius","year":"2021","unstructured":"Aloysius, N., et al.: Incorporating relative position information in transformer-based sign language recognition and translation. IEEE Access 9, 145929\u2013145942 (2021)","journal-title":"IEEE Access"},{"issue":"15","key":"36_CR3","doi-asserted-by":"publisher","first-page":"16945","DOI":"10.1109\/JSEN.2021.3079564","volume":"21","author":"Z Yang","year":"2021","unstructured":"Yang, Z., Zheng, X.: Hand gesture recognition based on trajectories features and computation-efficient reused LSTM network. IEEE Sens. J. 21(15), 16945\u201316960 (2021)","journal-title":"IEEE Sens. J."},{"key":"36_CR4","doi-asserted-by":"publisher","first-page":"7067","DOI":"10.1109\/LRA.2022.3180442","volume":"7","author":"J Marina-Miranda","year":"2022","unstructured":"Marina-Miranda, J., Traver, V.J.: Head and eye egocentric gesture recognition for human-robot interaction using eyewear cameras. IEEE Robot. Autom. Lett. 7, 7067\u20137074 (2022)","journal-title":"IEEE Robot. Autom. Lett."},{"key":"36_CR5","doi-asserted-by":"crossref","unstructured":"Ong, A.J.S., Cabatuan, M., Tiberio, J.L.L., Jose, J.A.: LSTM-based traffic gesture recognition using MediaPipe pose. TENCON 2022 - 2022 IEEE Region 10 Conference (TENCON) (2022)","DOI":"10.1109\/TENCON55691.2022.9977857"},{"key":"36_CR6","doi-asserted-by":"crossref","unstructured":"Areeb, Q.M., Maryam, Nadeem, M., Alroobaea, R., Anwer, F. Helping hearing-impaired in emergency situations: a deep learning-based approach. IEEE Access 10, 8502\u20138517 (2022)","DOI":"10.1109\/ACCESS.2022.3142918"},{"key":"36_CR7","doi-asserted-by":"publisher","first-page":"642","DOI":"10.1016\/j.procs.2022.12.066","volume":"215","author":"B Sundar","year":"2022","unstructured":"Sundar, B., Bagyammal, T.: American sign language recognition for alphabets using MediaPipe and LSTM. Procedia Comput. Sci. 215, 642\u2013651 (2022)","journal-title":"Procedia Comput. Sci."},{"key":"36_CR8","unstructured":"Xu, P.: A real-time hand gesture recognition and human-computer interaction system. ArXiv, abs\/1704.07296 (2017). Accessed 6 July 2023."},{"issue":"1","key":"36_CR9","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1007\/s13042-017-0705-5","volume":"10","author":"MJ Cheok","year":"2017","unstructured":"Cheok, M.J., et al.: A review of hand gesture and sign language recognition techniques. Int. J. Mach. Learn. Cybernet. 10(1), 131\u2013153 (2017)","journal-title":"Int. J. Mach. Learn. Cybernet."},{"key":"36_CR10","doi-asserted-by":"crossref","unstructured":"Iyer, V.H., Prakash, U.M., Vijay, A., Sathishkumar, P.: Sign language detection using action recognition. In: 2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE) (2022)","DOI":"10.1109\/ICACITE53722.2022.9823484"},{"key":"36_CR11","doi-asserted-by":"publisher","first-page":"1053","DOI":"10.1007\/s00371-018-1556-0","volume":"34","author":"C Ma","year":"2018","unstructured":"Ma, C., Wang, A., Chen, G., Xu, C.: Hand joints-based gesture recognition for noisy dataset using nested interval unscented Kalman filter with LSTM network. Vis. Comput. 34, 1053\u20131063 (2018)","journal-title":"Vis. Comput."},{"key":"36_CR12","doi-asserted-by":"publisher","first-page":"154194","DOI":"10.1109\/ACCESS.2021.3128607","volume":"9","author":"B Olimov","year":"2021","unstructured":"Olimov, B., et al.: AEDCN-Net: accurate and efficient deep convolutional neural network model for medical image segmentation. IEEE Access 9, 154194\u2013154203 (2021)","journal-title":"IEEE Access"},{"key":"36_CR13","doi-asserted-by":"publisher","first-page":"33610","DOI":"10.1109\/ACCESS.2019.2903586","volume":"7","author":"J-W Choi","year":"2019","unstructured":"Choi, J.-W., Ryu, S.-J., Kim, J.-H.: Short-range radar based real-time hand gesture recognition using LSTM encoder. IEEE Access 7, 33610\u201333618 (2019)","journal-title":"IEEE Access"},{"key":"36_CR14","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, S.N., Bai, Q., Alty, J.: Hand tremor detection in videos with cluttered background using neural network based approaches. Health Inf. Sci. Syst. 9, 1\u201314 (2021)","journal-title":"Health Inf. Sci. Syst."},{"key":"36_CR15","series-title":"Lecture Notes in Networks and Systems","doi-asserted-by":"publisher","first-page":"449","DOI":"10.1007\/978-3-031-01942-5_45","volume-title":"Digital Technologies and Applications","author":"RJ Herath","year":"2022","unstructured":"Herath, R.J., Ishanka, P.: An approach to Sri Lankan sign language recognition using deep learning with MediaPipe. In: Motahhir, S., Bossoufi, B. (eds.) ICDTA 2022. LNNS, vol. 454, pp. 449\u2013459. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-031-01942-5_45"},{"key":"36_CR16","doi-asserted-by":"crossref","unstructured":"Goel, P., Sharma, A., Goel, V., Jain, V.: Real-time sign language to text and speech translation and hand gesture recognition using the LSTM model. In: 2022 3rd International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT) (2022)","DOI":"10.1109\/ICICT55121.2022.10064562"},{"key":"36_CR17","doi-asserted-by":"crossref","unstructured":"Chung, Y.-J., Shen, C.-H.: Research on deep learning with gesture recognition and LSTM in sign language. In: 2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII) (2022)","DOI":"10.1109\/ICKII55100.2022.9983520"}],"container-title":["Communications in Computer and Information Science","Computer Vision and Image Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-58174-8_36","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,2]],"date-time":"2024-07-02T09:03:53Z","timestamp":1719911033000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-58174-8_36"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031581731","9783031581748"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-58174-8_36","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"3 July 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CVIP","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computer Vision and Image Processing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Jammu","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":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 November 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 November 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"cvip2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iitjammu.ac.in\/cvip2023\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Online CMT","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"461","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"140","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"30% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}