Improved Depiction of Tissue Boundaries in Vocal Tract Real-Time MRI Using Automatic Off-Resonance Correction

نویسندگان

  • Yongwan Lim
  • Sajan Goud Lingala
  • Asterios Toutios
  • Shrikanth S. Narayanan
  • Krishna S. Nayak
چکیده

Real-time magnetic resonance imaging (RT-MRI) is a powerful tool to study the dynamics of vocal tract shaping during speech production. The dynamic articulators of interest include the surfaces of the lips, tongue, hard palate, soft palate, and pharyngeal airway. All of these are located at air-tissue interfaces and are vulnerable to MRI off-resonance effect due to magnetic susceptibility. In RT-MRI using spiral or radial scanning, this appears as a signal loss or blurring in images and may impair the analysis of dynamic speech data. We apply an automatic off-resonance artifact correction method to speech RT-MRI data in order to enhance the sharpness of air-tissue boundaries. We demonstrate the improvement qualitatively and using an image sharpness metric offering an improved tool for speech science research.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

State-of-the-Art MRI Protocol for Comprehensive Assessment of Vocal Tract Structure and Function

Magnetic Resonance Imaging (MRI) provides a safe and flexible means to study the vocal tract, and is increasingly used in speech production research. This work details a state-ofthe-art MRI protocol for comprehensive assessment of vocal tract structure and function, and presents results from representative speakers. The system incorporates (a) custom upper airway coils that are maximally sensit...

متن کامل

Rapid semi-automatic segmentation of real-time magnetic resonance images for parametric vocal tract analysis

A method of rapid semi-automatic segmentation of real-time magnetic resonance image data for parametric analysis of vocal tract shaping is described. Tissue boundaries are identified by seeking pixel intensity thresholds along tract-normal gridlines. Airway contours are constrained with respect to a tract centerline defined as an optimal path over the graph of all intensity minima between the g...

متن کامل

Enhanced airway-tissue boundary segmentation for real-time magnetic resonance imaging data

This paper introduces an algorithm for robust segmentation of airway-tissue boundaries in the upper airway images recorded by the real-time magnetic resonance imaging. Compared to the previous method by Proctor et al. [1], the present algorithm performs image quality enhancement, including pixel sensitivity correction and grainy noise reduction, followed by robust estimation of airway path betw...

متن کامل

A Multimodal Real-Time MRI Articulatory Corpus for Speech Research

We present MRI-TIMIT: a large-scale database of synchronized audio and real-time magnetic resonance imaging (rtMRI) data for speech research. The database currently consists of speech data acquired from two male and two female speakers of American English. Subjects’ upper airways were imaged in the midsagittal plane while reading the same 460 sentence corpus used in the MOCHA-TIMIT corpus [1]. ...

متن کامل

Characterizing vocal tract dynamics with real-time MRI

Real-time magnetic resonance imaging (rtMRI) provides information about the dynamic shaping of the vocal tract during speech production [1]. We develop a dynamical system in the framework of Task Dynamics [2] which controls vocal tract constrictions and induces deformation of the air-tissue boundary. The system parameterizes the air-tissue boundary through factor analysis of rtMRI videos and ch...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016