{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T10:24:52Z","timestamp":1743071092386,"version":"3.40.3"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031194924"},{"type":"electronic","value":"9783031194931"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-19493-1_20","type":"book-chapter","created":{"date-parts":[[2022,10,22]],"date-time":"2022-10-22T06:03:14Z","timestamp":1666418594000},"page":"241-248","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Vision-Based Gesture Recognition for Smart Light Switching"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1844-3822","authenticated-orcid":false,"given":"Hiram","family":"Olivera-Garc\u00eda","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2267-7165","authenticated-orcid":false,"given":"Jorge","family":"Cervantes-Ojeda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0033-4476","authenticated-orcid":false,"given":"Mar\u00eda C.","family":"G\u00f3mez-Fuentes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,10,23]]},"reference":[{"issue":"3","key":"20_CR1","first-page":"237","volume":"17","author":"RC Chen","year":"2020","unstructured":"Chen, R.C., Dewi, C., Zhang, W.W., Liu, J.M., Huang, S.W.: Integrating gesture control board and image recognition for gesture recognition based on deep learning. Int. J. Appl. Sci. Eng. 17(3), 237\u2013248 (2020)","journal-title":"Int. J. Appl. Sci. Eng."},{"key":"20_CR2","doi-asserted-by":"publisher","unstructured":"Aloysius, N., Geetha M.: A review on deep convolutional neural networks. In: 2017 International Conference on Communication and Signal Processing (ICCSP), pp. 0588\u20130592 (2017) https:\/\/doi.org\/10.1109\/ICCSP.2017.8286426","DOI":"10.1109\/ICCSP.2017.8286426"},{"issue":"9","key":"20_CR3","doi-asserted-by":"publisher","first-page":"2352","DOI":"10.1162\/neco_a_00990","volume":"29","author":"W Rawat","year":"2017","unstructured":"Rawat, W., Wang, Z.: Deep convolutional neural networks for image classification: a comprehensive review. Neural Comput. 29(9), 2352\u20132449 (2017)","journal-title":"Neural Comput."},{"key":"20_CR4","doi-asserted-by":"publisher","first-page":"8502","DOI":"10.1109\/ACCESS.2022.3142918","volume":"10","author":"QM Areeb","year":"2022","unstructured":"Areeb, Q.M., Maryam, M.N., Alroobaea, R., Anwer, F.: Helping hearing-impaired in emergency situations: a deep learning-based approach. IEEE Access 10, 8502\u20138517 (2022)","journal-title":"IEEE Access"},{"issue":"1","key":"20_CR5","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1049\/iet-cvi.2017.0052","volume":"12","author":"BK Chakraborty","year":"2018","unstructured":"Chakraborty, B.K., Sarma, D., Bhuyan, M.K., MacDorman, K.F.: Review of constraints on vision-based gesture recognition for human\u2013computer interaction. IET Comput. Vision 12(1), 3\u201315 (2018)","journal-title":"IET Comput. Vision"},{"issue":"16","key":"20_CR6","doi-asserted-by":"publisher","first-page":"1515","DOI":"10.1049\/joe.2018.8327","volume":"2018","author":"B Xie","year":"2018","unstructured":"Xie, B., He, X., Li, Y.: RGB-D static gesture recognition based on convolutional neural network. J. Eng. 2018(16), 1515\u20131520 (2018)","journal-title":"J. Eng."},{"key":"20_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2019\/4167890","volume":"2019","author":"RF Pinto","year":"2019","unstructured":"Pinto, R.F., Borges, C.D.B., Almeida, A.M.A., Paula, I.C.: Static hand gesture recognition based on convolutional neural networks. J. Electr. Comput. Eng. 2019, 1\u201312 (2019)","journal-title":"J. Electr. Comput. Eng."},{"key":"20_CR8","doi-asserted-by":"crossref","unstructured":"Oudah, M., Al-Naji, A., Chahl, J.. Hand gesture recognition based on computer vision: a review of techniques.\u00a0J. Imaging\u00a06(8), 73 (2020)","DOI":"10.3390\/jimaging6080073"},{"key":"20_CR9","unstructured":"Kingma, D.P., Ba, J.: Adam: a method for stochastic optimization. In: 3rd International Conference on Learning Representations (ICLR), San Diego, USA (2015)"},{"key":"20_CR10","unstructured":"Chollet, F., et al.: Keras (2015). https:\/\/github.com\/fchollet\/keras"},{"key":"20_CR11","unstructured":"Abadi M.: TensorFlow: large-scale machine learning on heterogeneous systems (2015). https:\/\/www.tensorflow.org\/"},{"key":"20_CR12","doi-asserted-by":"crossref","unstructured":"Benalc\u00e1zar, M.E., Motoche, C., Zea, J.A., Jaramillo, A.G., Anchundia, C.E., Zambrano, P., P\u00e9rez, M.: Real-time hand gesture recognition using the MYO armband and muscle activity detection. In:\u00a02017 IEEE Second Ecuador Technical Chapters Meeting (ETCM), pp. 1\u20136. IEEE, October 2017","DOI":"10.1109\/ETCM.2017.8247458"}],"container-title":["Lecture Notes in Computer Science","Advances in Computational Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-19493-1_20","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,22]],"date-time":"2022-10-22T07:06:22Z","timestamp":1666422382000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-19493-1_20"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031194924","9783031194931"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-19493-1_20","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"23 October 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MICAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Mexican International Conference on Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Monterrey","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Mexico","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 October 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 October 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"micai2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.micai.org\/2022\/","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":"137","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":"63","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":"46% - 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":"3","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":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"17 External reviewers","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}