7 papers
PS8-Net: A Deep Convolutional Neural Network to Predict the Eight-State Protein Secondary Structure
Md Aminur Rab Ratul, Maryam Tavakol Elahi, M. Hamed Mozaffari +1
Protein secondary structure is crucial to creating an information bridge between the primary and tertiary (3D) structures. Precise prediction of eight-state protein secondary struc…
Deep Learning for Automatic Tracking of Tongue Surface in Real-time Ultrasound Videos, Landmarks instead of Contours
M. Hamed Mozaffari, Won-Sook Lee
One usage of medical ultrasound imaging is to visualize and characterize human tongue shape and motion during a real-time speech to study healthy or impaired speech production. Due…
Real-time Ultrasound-enhanced Multimodal Imaging of Tongue using 3D Printable Stabilizer System: A Deep Learning Approach
M. Hamed Mozaffari, Won-Sook Lee
Despite renewed awareness of the importance of articulation, it remains a challenge for instructors to handle the pronunciation needs of language learners. There are relatively sca…
IrisNet: Deep Learning for Automatic and Real-time Tongue Contour Tracking in Ultrasound Video Data using Peripheral Vision
M. Hamed Mozaffari, Md. Aminur Rab Ratul, Won-Sook Lee
The progress of deep convolutional neural networks has been successfully exploited in various real-time computer vision tasks such as image classification and segmentation. Owing t…
Transfer Learning for Ultrasound Tongue Contour Extraction with Different Domains
M. Hamed Mozaffari, Won-Sook Lee
Medical ultrasound technology is widely used in routine clinical applications such as disease diagnosis and treatment as well as other applications like real-time monitoring of hum…
BowNet: Dilated Convolution Neural Network for Ultrasound Tongue Contour Extraction
M. Hamed Mozaffari, Won-Sook Lee
Ultrasound imaging is safe, relatively affordable, and capable of real-time performance. One application of this technology is to visualize and to characterize human tongue shape a…