Deep learning in medical image super resolution: a review
Super-resolution (SR) reconstruction is a hot topic in medical image processing. SR implies
reconstructing corresponding high-resolution (HR) images from observed low-resolution …
reconstructing corresponding high-resolution (HR) images from observed low-resolution …
A spatiotemporal volumetric interpolation network for 4d dynamic medical image
Dynamic medical images are often limited in its application due to the large radiation doses
and longer image scanning and reconstruction times. Existing methods attempt to reduce …
and longer image scanning and reconstruction times. Existing methods attempt to reduce …
Mpvf: 4d medical image inpainting by multi-pyramid voxel flows
Generatinga detailed 4D medical image usually accompanies with prolonged examination
time and increased radiation exposure risk. Modern deep learning solutions have exploited …
time and increased radiation exposure risk. Modern deep learning solutions have exploited …
BVI-VFI: A video quality database for video frame interpolation
Video frame interpolation (VFI) is a fundamental research topic in video processing, which is
currently attracting increased attention across the research community. While the …
currently attracting increased attention across the research community. While the …
Pre-trained Transformer-based Parallel Multi-channel Adaptive Image Sequence Interpolation Network
Image sequence interpolation is a critical research area in computer vision with broad
applications in video frame interpolation and medical image interlayer interpolation …
applications in video frame interpolation and medical image interlayer interpolation …
[PDF][PDF] 融合特征金字塔与可变形分离卷积的CT 图像层间插值方法
胡志宏， 刘孝保， 姚廷强， 申吉泓 - Laser & Optoelectronics …, 2024 - researching.cn
摘要针对计算机断层扫描(CT) 序列图像中层间分辨率远低于层内分辨率的问题,
提出了一种融合特征金字塔与可变形分离卷积的CT 图像层间插值网络. 该网络由两个模块构成 …
提出了一种融合特征金字塔与可变形分离卷积的CT 图像层间插值网络. 该网络由两个模块构成 …
An image interpolation approach for acquisition time reduction in navigator-based 4D MRI
Navigated 2D multi-slice dynamic Magnetic Resonance (MR) imaging enables high contrast
4D MR imaging during free breathing and provides in-vivo observations for treatment …
4D MR imaging during free breathing and provides in-vivo observations for treatment …
Temporal interpolation via motion field prediction
Navigated 2D multi-slice dynamic Magnetic Resonance (MR) imaging enables high contrast
4D MR imaging during free breathing and provides in-vivo observations for treatment …
4D MR imaging during free breathing and provides in-vivo observations for treatment …
Reducing navigators in free-breathing abdominal MRI via temporal interpolation using convolutional neural networks
Navigated 2-D multi-slice dynamic magnetic resonance imaging (MRI) acquisitions are
essential for MR guided therapies. This technique yields time-resolved volumetric images …
essential for MR guided therapies. This technique yields time-resolved volumetric images …
Temporal Interpolation via Motion Field Prediction
Z Lin, K Neerav, T Christine, K Ender - Medical Imaging with Deep …, 2022 - openreview.net
Navigated 2D multi-slice dynamic Magnetic Resonance (MR) imaging enables high contrast
4D MR imaging during free breathing and provides in-vivo observations for treatment …
4D MR imaging during free breathing and provides in-vivo observations for treatment …