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• Speed-Accuracy Tradeoffs for Detecting Sign Language Content in Video Sharing Sites

  Frank M. Shipman, Satyakiran Duggina, Caio D.D. Monteiro, Ricardo Gutierrez-Osuna · 2017 · Proceedings of the 19th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS)

  This paper addresses the problem of automatically detecting sign language content in videos on sharing platforms like YouTube and Vimeo. For many deaf and hard-of-hearing people, sign language is their primary communication medium, and they rely on online video content to stay…

  sign language · computer vision · video classification · information retrieval · deaf and hard of hearing

• Identifying Sign Language Videos in Video Sharing Sites

  Frank M. Shipman, Ricardo Gutierrez-Osuna, Caio D. D. Monteiro · 2014 · ACM Transactions on Accessible Computing

  This paper addresses the challenge of finding sign language videos within general video sharing platforms like YouTube. While these platforms contain growing libraries of sign language content created by deaf community members, locating this content is difficult because…

  sign language · ASL · video classification · machine learning · computer vision

• Design and Evaluation of Classifier for Identifying Sign Language Videos in Video Sharing Sites

  Caio D.D. Monteiro, Ricardo Gutierrez-Osuna, Frank M. Shipman · 2012 · Proceedings of the 14th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2012)

  This paper presents the design and evaluation of a video classifier that automatically distinguishes sign language (SL) videos from non-sign-language videos on video sharing sites like YouTube. Currently, deaf and hard-of-hearing users must rely on tags, titles, or metadata to…

  sign language · deaf community · video classification · computer vision · machine learning

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