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Hits 1 – 11 of 11

1
Ghost Towns: Semantically Labelled Object Removal From Video
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2
Weakly Supervised Training of a Sign Language Recognition System Using Multiple Instance Learning Density Matrices
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3
A person independent system for recognition of hand postures used in sign language
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4
Evaluation of Threshold Model HMMs and Conditional Random Fields for Recognition of Spatiotemporal Gestures in Sign Language
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5
Recognizing Spatiotemporal Gestures and Movement Epenthesis in Sign Language
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6
Continuous recognition of motion based gestures in sign language
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7
Automatic Recognition of Head Movement Gestures in Sign Language Sentences
Kelly, Daniel; Reilly Delannoy, Jane; McDonald, John. - : Dept. of Computer Science, National University of Ireland, Maynooth, 2009
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8
A Framework for Continuous Multimodal Sign Language Recognition
Abstract: We present a multimodal system for the recognition of manual signs and non-manual signals within continuous sign language sentences. In sign language, information is mainly conveyed through hand gestures (Manual Signs). Non-manual signals, such as facial expressions, head movements, body postures and torso movements, are used to express a large part of the grammar and some aspects of the syntax of sign language. In this paper we propose a multichannel HMM based system to recognize manual signs and non-manual signals. We choose a single non-manual signal, head movement, to evaluate our framework when recognizing non-manual signals. Manual signs and non-manual signals are processed independently using continuous multidimensional HMMs and a HMM threshold model. Experiments conducted demonstrate that our system achieved a detection ratio of 0.95 and a reliability measure of 0.93.
URL: http://mural.maynoothuniversity.ie/8338/
http://mural.maynoothuniversity.ie/8338/1/JM-Framework-2009.pdf
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9
Incorporating Facial Features into a Multi-Channel Gesture Recognition System for the Interpretation of Irish Sign Language Sequences
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10
Analysis of Sign Language Gestures Using Size Functions and Principal Component Analysis
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11
A system for teaching sign language using live gesture feedback
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