{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T10:20:25Z","timestamp":1763202025962,"version":"3.28.0"},"reference-count":32,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1109\/icpr.2016.7899606","type":"proceedings-article","created":{"date-parts":[[2017,4,24]],"date-time":"2017-04-24T17:12:47Z","timestamp":1493053967000},"page":"49-54","source":"Crossref","is-referenced-by-count":66,"title":["Using Convolutional 3D Neural Networks for User-independent continuous gesture recognition"],"prefix":"10.1109","author":[{"given":"Necati Cihan","family":"Camgoz","sequence":"first","affiliation":[]},{"given":"Simon","family":"Hadfield","sequence":"additional","affiliation":[]},{"given":"Oscar","family":"Koller","sequence":"additional","affiliation":[]},{"given":"Richard","family":"Bowden","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref32","article-title":"Large-scale Continuous Gesture Recognition Using Convolutional Neutral Networks","author":"wang","year":"2016","journal-title":"International Conference on Pattern Recognition Workshops"},{"journal-title":"Ucf101 A Dataset of 101 Human Actions Classes from Videos in the Wild","year":"2012","author":"soomro","key":"ref31"},{"key":"ref30","first-page":"249","article-title":"Understanding the Difficulty of Training Deep Feedforward Neural Networks","author":"glorot","year":"2010","journal-title":"International Conference on Artificial Intelligence and Statistics"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2897735"},{"key":"ref11","article-title":"Deep Sign: Hybrid CNN-HMM for Continuous Sign Language Recognition","author":"koller","year":"2016","journal-title":"British Machine Vision Conference"},{"key":"ref12","first-page":"2205","article-title":"Sign Language Recognition using Sub-Units","volume":"13","author":"cooper","year":"2012","journal-title":"Journal of Machine Learning Research"},{"key":"ref13","article-title":"Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled","author":"koller","year":"2016","journal-title":"Conference on Computer Vision and Pattern Recognition (CVPR)"},{"key":"ref14","first-page":"766","article-title":"Gesture Recognition using Hidden Markov Models from Fragmented Observations","author":"yang","year":"2006","journal-title":"IEEE Conference on Computer Vision and Pattern Recognition (CVPR)"},{"key":"ref15","first-page":"26","article-title":"Real-time Hand Tracking and 3D Gesture Recognition for Interactive Interfaces using HMM","author":"keskin","year":"2003","journal-title":"ICANN\/ICONIPP"},{"key":"ref16","first-page":"1521","article-title":"Hidden Conditional Random Fields for Gesture Recognition","author":"wang","year":"2006","journal-title":"IEEE Conference on Computer Vision and Pattern Recognition (CVPR)"},{"key":"ref17","first-page":"583","article-title":"Gesture Recognition using Autoregressive Coefficients of Higher-order Local Auto-correlation Features","author":"ishihara","year":"2004","journal-title":"IEEE International Conference on Automatic Face and Gesture Recognition"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2016.7899603"},{"key":"ref19","first-page":"579","article-title":"Gesture Recognition using Template based Random Forest Classifiers","author":"camg\u00f6z","year":"2014","journal-title":"European Conference on Computer Vision Workshop"},{"key":"ref28","article-title":"DE-VISIGN: Dataset and Evaluation for 3D Sign Language Recognition","author":"chai","year":"2015","journal-title":"Tech Rep"},{"journal-title":"Vision based sign language recognition Modeling and recognizing isolated signs with manual and non-manual components","year":"2008","author":"aran","key":"ref4"},{"key":"ref27","first-page":"337","article-title":"A Survey of Datasets for Human Gesture Recognition","author":"ruffieux","year":"2014","journal-title":"International conference on human-computer interaction"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-015-8935-2_10"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995316"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.223"},{"journal-title":"Microsoft Kinect Sensor and Its Effect","year":"2012","author":"zhang","key":"ref5"},{"journal-title":"Beyond temporal pooling Recurrence and temporal convolutions for gesture recognition in video","year":"2015","author":"pigou","key":"ref8"},{"key":"ref7","article-title":"ModDrop: Adaptive Multi-modal Gesture Recognition","author":"neverova","year":"2014","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-012-9356-9"},{"key":"ref9","article-title":"BoVDW: Bag-of-Visual-and-Depth-Words for gesture recognition","author":"hern\u00e1ndez-vela","year":"2012","journal-title":"IEEE International Conference on Pattern Recognition (ICPR)"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2007.893280"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/EVENT.2001.938864"},{"key":"ref22","first-page":"459","article-title":"Chalearn Looking at People Challenge 2014: Dataset and results","author":"escalera","year":"2014","journal-title":"European Conference on Computer Vision Workshop"},{"key":"ref21","article-title":"Sign Language Recognition and Translation with Kinect","author":"chai","year":"2013","journal-title":"International Conference on Automatic Face and Gesture Recognition"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.510"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2015.7301342"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40303-3_19"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2016.100"}],"event":{"name":"2016 23rd International Conference on Pattern Recognition (ICPR)","start":{"date-parts":[[2016,12,4]]},"location":"Cancun","end":{"date-parts":[[2016,12,8]]}},"container-title":["2016 23rd International Conference on Pattern Recognition (ICPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7893644\/7899596\/07899606.pdf?arnumber=7899606","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,12,13]],"date-time":"2017-12-13T15:07:48Z","timestamp":1513177668000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7899606\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/icpr.2016.7899606","relation":{},"subject":[],"published":{"date-parts":[[2016,12]]}}}