Image segmentation: A survey of graph-cut methods

F Yi, I Moon - 2012 international conference on systems and …, 2012 - ieeexplore.ieee.org
As a preprocessing step, image segmentation, which can do partition of an image into
different regions, plays an important role in computer vision, objects recognition, tracking …

Overview of the geometries of shape spaces and diffeomorphism groups

M Bauer, M Bruveris, PW Michor - Journal of Mathematical Imaging and …, 2014 - Springer
This article provides an overview of various notions of shape spaces, including the space of
parametrized and unparametrized curves, the space of immersions, the diffeomorphism …

Sobolevfusion: 3d reconstruction of scenes undergoing free non-rigid motion

M Slavcheva, M Baust, S Ilic - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
We present a system that builds 3D models of non-rigidly moving surfaces from scratch in
real time using a single RGB-D stream. Our solution is based on the variational level set …

An active contour model based on texture distribution for extracting inhomogeneous insulators from aerial images

Q Wu, J An - IEEE Transactions on Geoscience and Remote …, 2013 - ieeexplore.ieee.org
The objects in natural images are often texturally inhomogeneous and prone to be falsely
segmented into different parts by conventional methods. To overcome the difficulties caused …

Decoupled active contour (DAC) for boundary detection

AK Mishra, PW Fieguth… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
The accurate detection of object boundaries via active contours is an ongoing research topic
in computer vision. Most active contours converge toward some desired contour by …

A new geometric metric in the space of curves, and applications to tracking deforming objects by prediction and filtering

G Sundaramoorthi, A Mennucci, S Soatto… - SIAM Journal on Imaging …, 2011 - SIAM
We define a novel metric on the space of closed planar curves which decomposes into three
intuitive components. According to this metric, centroid translations, scale changes, and …

Multimodal image alignment through a multiscale chain of neural networks with application to remote sensing

A Zampieri, G Charpiat, N Girard… - Proceedings of the …, 2018 - openaccess.thecvf.com
We tackle here the problem of multimodal image non-rigid registration, which is of prime
importance in remote sensing and medical imaging. The difficulties encountered by classical …

Automatic cardiac ventricle segmentation in MR images: a validation study

D Grosgeorge, C Petitjean, J Caudron, J Fares… - International journal of …, 2011 - Springer
Purpose Segmenting the cardiac ventricles in magnetic resonance (MR) images is required
for cardiac function assessment. Numerous segmentation methods have been developed …

Extending layered models to 3d motion

D Lao, G Sundaramoorthi - Proceedings of the European …, 2018 - openaccess.thecvf.com
We consider the problem of inferring a layered representa-tion, its depth ordering and
motion segmentation from a video in whichobjects may undergo 3D non-planar motion …

An optimal control approach for deformable registration

GL Hart, C Zach, M Niethammer - 2009 IEEE Computer Society …, 2009 - ieeexplore.ieee.org
This paper addresses large-displacement-diffeomorphic map** registration from an
optimal control perspective. This viewpoint leads to two complementary formulations. One …