Deep learning is heavily being borrowed to solve problems in medical imaging applications,
and Siamese neural networks are the front runners of motion tracking. In this article, we …

Ultrasound elastography is a non-invasive and low-cost imaging technique that is used to
detect abnormalities in soft tissues. Elastography detects solid tumors from healthy tissues …

Siamese neural networks have been used previously for speckle tracking in ultrasound
images. Apart from the lack of adaptivity to the specific video sequence, the main problem …

This paper improves an existing object-tracking algorithm to track Regions of Interest (ROIs)
in human liver ultrasound imaging sequences using a correlation filter-based Siamese …

Due to their great success in learning a universal object similarity metric, Siamese Trackers
have been adopted for motion tracking a Region of Interest (ROI) in Ultrasound (US) image …

We have proposed a novel background motion estimation method to improve the tracking of
targets in advanced Siamese networks. One issue with ST is that it does not adapt to video …

Arterial wall motion estimation of the carotid artery is known to be extremely useful in the
diagnosis of atherosclerotic diseases. While several approaches have been developed for …

To improve the low resolution of dynamic images caused by motion vector, a neural network-
based motion vector estimation method for dynamic image sequences is proposed in this …

This research focuses on object tracking in the human liver using the CFNet network. Three
versions of the CFNet network were implemented and tested on ultrasound imaging …

Motion estimation in ultrasound images using speckle tracking has been known to be very
beneficial for image-guided radiation therapy. However, the conventional exhaustive search …