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1.
IEEE Trans Pattern Anal Mach Intell ; 41(11): 2756-2769, 2019 11.
Article in English | MEDLINE | ID: mdl-30130177

ABSTRACT

Ticker is a probabilistic stereophonic single-switch text entry method for visually-impaired users with motor disabilities who rely on single-switch scanning systems to communicate. Such scanning systems are sensitive to a variety of noise sources, which are inevitably introduced in practical use of single-switch systems. Ticker uses a novel interaction model based on stereophonic sound coupled with statistical models for robust inference of the user's intended text in the presence of noise. As a consequence of its design, Ticker is resilient to noise and therefore a practical solution for single-switch scanning systems. Ticker's performance is validated using a combination of simulations and empirical user studies.


Subject(s)
Communication Aids for Disabled , Software , Visually Impaired Persons , Acoustic Stimulation , Algorithms , Bayes Theorem , Computer Simulation , Humans , Motor Disorders , User-Computer Interface
2.
IEEE Trans Pattern Anal Mach Intell ; 27(11): 1733-46, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16285373

ABSTRACT

Static signatures originate as handwritten images on documents and by definition do not contain any dynamic information. This lack of information makes static signature verification systems significantly less reliable than their dynamic counterparts. This study involves extracting dynamic information from static images, specifically the pen trajectory while the signature was created. We assume that a dynamic version of the static image is available (typically obtained during an earlier registration process). We then derive a hidden Markov model from the static image and match it to the dynamic version of the image. This match results in the estimated pen trajectory of the static image.


Subject(s)
Algorithms , Artificial Intelligence , Electronic Data Processing/methods , Handwriting , Image Interpretation, Computer-Assisted/methods , Information Storage and Retrieval/methods , Pattern Recognition, Automated/methods , Humans , Image Enhancement/methods , Markov Chains , Models, Statistical , Movement/physiology , Reproducibility of Results , Sensitivity and Specificity
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