{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T22:32:00Z","timestamp":1757543520110},"publisher-location":"Singapore","reference-count":28,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811399411"},{"type":"electronic","value":"9789811399428"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-981-13-9942-8_5","type":"book-chapter","created":{"date-parts":[[2019,7,18]],"date-time":"2019-07-18T07:03:25Z","timestamp":1563433405000},"page":"46-57","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Recognition of Hand Gestures and Conversion of Voice for Betterment of Deaf and Mute People"],"prefix":"10.1007","author":[{"given":"Shubham Kr.","family":"Mishra","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sheona","family":"Sinha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sourabh","family":"Sinha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Saurabh","family":"Bilgaiyan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,7,19]]},"reference":[{"key":"5_CR1","unstructured":"Bhat, S., Amruthesh, M., Ashik, Das, C., Sujith: Translating Indian sign language to text and voice messages using flex sensors. Int. J. Adv. Res. Comput. Commun. Eng. (4), 430\u2013434 (2015)"},{"key":"5_CR2","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1002\/wcs.2","volume":"1","author":"MC Corballis","year":"2010","unstructured":"Corballis, M.C.: The gestural origins of language. WIREs Cogn. Sci. 1, 2\u20137 (2010)","journal-title":"WIREs Cogn. Sci."},{"issue":"49","key":"5_CR3","doi-asserted-by":"publisher","first-page":"20664","DOI":"10.1073\/pnas.0909197106","volume":"106","author":"J Xu","year":"2009","unstructured":"Xu, J., Gannon, P., Emmorey, K., Smith, J., Braun, A.: Symbolic gestures and spoken language are processed by a common neural system. Proc. Natl. Acad. Sci. U.S.A. 106(49), 20664\u201320669 (2009)","journal-title":"Proc. Natl. Acad. Sci. U.S.A."},{"issue":"5","key":"5_CR4","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1109\/MSP.2018.2832195","volume":"35","author":"P Chakravorty","year":"2018","unstructured":"Chakravorty, P.: What is a signal. IEEE Signal Process. Mag. 35(5), 175\u2013177 (2018)","journal-title":"IEEE Signal Process. Mag."},{"issue":"6","key":"5_CR5","doi-asserted-by":"publisher","first-page":"1015","DOI":"10.1016\/j.patcog.2008.11.012","volume":"42","author":"J Tang","year":"2009","unstructured":"Tang, J., Rangayyan, R., Yao, J., Yang, Y.: Digital image processing and pattern recognition techniques for detection of cancer. Pattern Recogn. 42(6), 1015\u20131016 (2009)","journal-title":"Pattern Recogn."},{"key":"5_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-1-4471-6320-6","volume-title":"Concise Computer Vision","author":"R Klette","year":"2014","unstructured":"Klette, R.: Concise Computer Vision, pp. 1\u2013429. Springer, Heidelberg (2014). \n                    https:\/\/doi.org\/10.1007\/978-1-4471-6320-6"},{"key":"5_CR7","unstructured":"Morris, T.: Computer Vision and Image Processing, pp. 1\u2013320. Palgrave Macmillan. Springer (2014)"},{"issue":"1","key":"5_CR8","first-page":"186","volume":"3","author":"P Garg","year":"2009","unstructured":"Garg, P., Aggarwal, N., Sofat, S.: Vision based hand gesture recognition. World Acad. Sci. Eng. Technol. Int. J. Comput. Electr. Autom. Control Inf. Eng. 3(1), 186\u2013191 (2009)","journal-title":"World Acad. Sci. Eng. Technol. Int. J. Comput. Electr. Autom. Control Inf. Eng."},{"issue":"10","key":"5_CR9","doi-asserted-by":"publisher","first-page":"2695","DOI":"10.1109\/TBME.2012.2190734","volume":"59","author":"Y Li","year":"2012","unstructured":"Li, Y., Chen, X.: Sign-component-based framework for chinese sign language recognition using accelerometer and sEMG data. IEEE Trans. Biomed. Eng. 59(10), 2695\u20132704 (2012)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"5_CR10","doi-asserted-by":"publisher","first-page":"745","DOI":"10.1016\/S0262-8856(03)00070-2","volume":"21","author":"F Chen","year":"2003","unstructured":"Chen, F., Fu, C., Huang, C.: Hand gesture recognition using a real-time tracking method and hidden Markov models. Image Vis. Comput. 21, 745\u2013758 (2003)","journal-title":"Image Vis. Comput."},{"key":"5_CR11","doi-asserted-by":"crossref","unstructured":"Quek, F.: Towards a vision based hand gesture interface. In: Proceedings of Virtual Reality Software and Technology, pp. 17\u201331. ACM (1994)","DOI":"10.1142\/9789814350938_0003"},{"key":"5_CR12","unstructured":"Wikipedia: Markov model (2018). \n                    https:\/\/en.wikipedia.org\/w\/index.php?"},{"issue":"1","key":"5_CR13","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1016\/j.trc.2018.11.014","volume":"98","author":"SV Cranenburgh","year":"2019","unstructured":"Cranenburgh, S.V., Alwoshee, A.: An artificial neural network based approach to investigate travellers\u2019 decision rules. Transp. Res. Part C: Emerg. Technol. 98(1), 152\u2013166 (2019)","journal-title":"Transp. Res. Part C: Emerg. Technol."},{"issue":"1","key":"5_CR14","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1016\/0304-3991(89)90304-5","volume":"28","author":"C Jeanguillaume","year":"1989","unstructured":"Jeanguillaume, C., Colliex, C.: Spectrum image: the next step in EELS digital acquisition and processing. Ultramicroscopy 28(1), 252\u2013257 (1989)","journal-title":"Ultramicroscopy"},{"issue":"32","key":"5_CR15","doi-asserted-by":"publisher","first-page":"4790","DOI":"10.1364\/AO.29.004790","volume":"29","author":"W Zhang","year":"1990","unstructured":"Zhang, W., Itoh, K., et al.: Parallel distributed processing model with local space-invariant and its optical architecture. Appl. Opt. 29(32), 4790\u20134797 (1990)","journal-title":"Appl. Opt."},{"issue":"5","key":"5_CR16","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1016\/j.jart.2016.09.001","volume":"14","author":"VM Jimenez-Fernandez","year":"2016","unstructured":"Jimenez-Fernandez, V.M., et al.: Exploring the use of two-dimensional piecewise-linear functions as an alternative model for representing and processing grayscale-images. J. Appl. Res. Technol. 14(5), 311\u2013318 (2016)","journal-title":"J. Appl. Res. Technol."},{"issue":"3","key":"5_CR17","doi-asserted-by":"publisher","first-page":"721","DOI":"10.1016\/S0031-3203(00)00023-6","volume":"34","author":"L Ding","year":"2001","unstructured":"Ding, L., Goshtasby, A.: On the canny edge detector. Pattern Recogn. 34(3), 721\u2013725 (2001)","journal-title":"Pattern Recogn."},{"issue":"7","key":"5_CR18","doi-asserted-by":"publisher","first-page":"1763","DOI":"10.1016\/j.jvcir.2014.06.010","volume":"25","author":"Z Coa","year":"2014","unstructured":"Coa, Z., Wei, Z., Zhang, G.: A no-reference sharpness metric based on the notion of relative blur for Gaussian blurred images. J. Vis. Commun. Image Represent. 25(7), 1763\u20131773 (2014)","journal-title":"J. Vis. Commun. Image Represent."},{"issue":"1","key":"5_CR19","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1109\/TPAMI.2012.59","volume":"35","author":"S Ji","year":"2013","unstructured":"Ji, S., Xu, W., Yang, M., Yu, K.: 3D convolutional neural networks for human action recognition. IEEE Trans. Pattern Anal. Mach. Intell. 35(1), 221\u2013231 (2013)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"5_CR20","unstructured":"Johnston, L.: What are webcam frame rates? (2018). \n                    https:\/\/www.lifewire.com\/webcam-framerates"},{"key":"5_CR21","doi-asserted-by":"crossref","unstructured":"Shinde, S.S., Autee, R.M., Bhosale, V.K.: Real time two way communication approach for hearing impaired and dumb person based on image processing. In: IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), pp. 1\u20135. IEEE (2016)","DOI":"10.1109\/ICCIC.2016.7919572"},{"key":"5_CR22","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1016\/j.eswa.2018.09.022","volume":"116","author":"Y Seo","year":"2018","unstructured":"Seo, Y., Shin, K.S.: Hierarchical convolutional neural networks for fashion image classification. Expert Syst. Appl. 116, 328\u2013339 (2018)","journal-title":"Expert Syst. Appl."},{"key":"5_CR23","doi-asserted-by":"publisher","first-page":"256","DOI":"10.1016\/j.jvcir.2018.09.019","volume":"56","author":"D Shi","year":"2018","unstructured":"Shi, D., Zhu, L., Cheng, Z., Li, Z., Zhang, H.: Unsupervised multi-view feature extraction with dynamic graph learning. J. Vis. Commun. Image Represent. 56, 256\u2013264 (2018)","journal-title":"J. Vis. Commun. Image Represent."},{"key":"5_CR24","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1016\/j.neucom.2017.11.077","volume":"300","author":"J Cai","year":"2018","unstructured":"Cai, J., Luo, J., Wang, S., Yang, S.: Feature selection in machine learning: a new perspective. NeuroComputing 300, 70\u201379 (2018)","journal-title":"NeuroComputing"},{"key":"5_CR25","doi-asserted-by":"publisher","first-page":"168","DOI":"10.1016\/j.jspi.2018.02.001","volume":"197","author":"Y Xue","year":"2018","unstructured":"Xue, Y., Wang, Q., Yin, X.: A unified approach to sufficient dimension reduction. J. Stat. Plan. Infer. 197, 168\u2013179 (2018)","journal-title":"J. Stat. Plan. Infer."},{"key":"5_CR26","doi-asserted-by":"publisher","first-page":"192","DOI":"10.1016\/j.cageo.2014.07.011","volume":"72","author":"H Di","year":"2014","unstructured":"Di, H., Gao, D.: Gray-level transformation and Canny edge detection for 3D seismic discontinuity enhancement. Comput. Geo Sci. 72, 192\u2013200 (2014)","journal-title":"Comput. Geo Sci."},{"issue":"6","key":"5_CR27","first-page":"22","volume":"3","author":"R Gaur","year":"2017","unstructured":"Gaur, R., Chouhan, V.S.: Classifiers in Image processing. Int. J. Future Revolut. Comput. Sci. Commun. Eng. 3(6), 22\u201324 (2017)","journal-title":"Int. J. Future Revolut. Comput. Sci. Commun. Eng."},{"key":"5_CR28","first-page":"13","volume":"1","author":"M Rehm","year":"2008","unstructured":"Rehm, M., Bee, N., Andr\u00e9, E.: Wave like an egyptian \u2013 accelerometer based gesture recognition for culture specific interactions. Br. Comput. Soc. 1, 13\u201322 (2008)","journal-title":"Br. Comput. Soc."}],"container-title":["Communications in Computer and Information Science","Advances in Computing and Data Sciences"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-13-9942-8_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,18]],"date-time":"2019-07-18T07:06:52Z","timestamp":1563433612000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-13-9942-8_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9789811399411","9789811399428"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-981-13-9942-8_5","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"19 July 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICACDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advances in Computing and Data Sciences","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ghazibad","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":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 April 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 April 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icacds0a","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/icacds.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"621","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":"112","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":"18% - 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":"-","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}