A Convolutional Neural Network Combining Discriminative Dictionary Learning and Sequence Tracking for Left Ventricular Detection

A Convolutional Neural Network Combining Discriminative Dictionary Learning and Sequence Tracking for Left Ventricular Detection

Cardiac MRI left ventricular (LV) detection is frequently employed to assist cardiac registration or segmentation in computer-aided diagnosis of heart diseases. Focusing on the challenging problems in LV detection, such as the large span and varying size of LV areas in MRI, as well as the heterogene...

Full description

Bibliographic Details
Main Authors: Xuchu Wang, Fusheng Wang, Yanmin Niu
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
left ventricular detection
superpixel segmentation
scale adaptive anchors
discriminative dictionary learning
correlation filtering
convolutional neural network
Online Access:https://www.mdpi.com/1424-8220/21/11/3693

Internet

https://www.mdpi.com/1424-8220/21/11/3693

Similar Items