Incorporating prior knowledge in medical image segmentation: a survey

MS Nosrati, G Hamarneh - arXiv preprint arXiv:1607.01092, 2016 - arxiv.org
Medical image segmentation, the task of partitioning an image into meaningful parts, is an
important step toward automating medical image analysis and is at the crux of a variety of …

[PDF][PDF] A review on graph based segmentation

KS Camilus, VK Govindan - … Journal of Image, Graphics and Signal …, 2012 - mecs-press.org
Image segmentation plays a crucial role in effective understanding of digital images. Past
few decades saw hundreds of research contributions in this field. However, the research on …

Kernel methods on Riemannian manifolds with Gaussian RBF kernels

S Jayasumana, R Hartley, M Salzmann… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
In this paper, we develop an approach to exploiting kernel methods with manifold-valued
data. In many computer vision problems, the data can be naturally represented as points on …

[PDF][PDF] 基于图割的图像分割方法及其新进展

刘松涛, 殷福亮 - 自动化学报, 2012 - aas.net.cn
摘要鉴于图割的理论意义和实际应用价值, 系统综述了基于图割的图像分割方法. 首先,
深入分析了基于图割的图像分割方法的基本原理, 主要从定性和定量角度剖析了图割与能量函数 …

Geodesic graph cut for interactive image segmentation

BL Price, B Morse, S Cohen - 2010 IEEE computer society …, 2010 - ieeexplore.ieee.org
Interactive segmentation is useful for selecting objects of interest in images and continues to
be a topic of much study. Methods that grow regions from foreground/background seeds …

Jensen-bregman logdet divergence with application to efficient similarity search for covariance matrices

A Cherian, S Sra, A Banerjee… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Covariance matrices have found success in several computer vision applications, including
activity recognition, visual surveillance, and diffusion tensor imaging. This is because they …

Texture aware image segmentation using graph cuts and active contours

H Zhou, J Zheng, L Wei - Pattern Recognition, 2013 - Elsevier
The problem of segmenting a foreground object out from its complex background is of great
interest in image processing and computer vision. Many interactive segmentation algorithms …

Image segmentation based on GrabCut framework integrating multiscale nonlinear structure tensor

S Han, W Tao, D Wang, XC Tai… - IEEE transactions on …, 2009 - ieeexplore.ieee.org
In this paper, we propose an interactive color natural image segmentation method. The
method integrates color feature with multiscale nonlinear structure tensor texture (MSNST) …

System and method for image processing using multi-touch gestures

GD Wilensky - US Patent 8,286,102, 2012 - Google Patents
BACKGROUND Touch gesture technology provides hardware and software that allows
computer users to control various software appli cations via the manipulation of one or more …

Mathematical methods for diffusion MRI processing

C Lenglet, JSW Campbell, M Descoteaux, G Haro… - Neuroimage, 2009 - Elsevier
In this article, we review recent mathematical models and computational methods for the
processing of diffusion Magnetic Resonance Images, including state-of-the-art …