Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation

H Zhu, F Meng, J Cai, S Lu - Journal of Visual Communication and Image …, 2016 - Elsevier
Image segmentation refers to the process to divide an image into meaningful non-
overlapping regions according to human perception, which has become a classic topic since …

Segmentation of unknown objects in indoor environments

A Richtsfeld, T Mörwald, J Prankl… - 2012 IEEE/RSJ …, 2012 - ieeexplore.ieee.org
We present a framework for segmenting unknown objects in RGB-D images suitable for
robotics tasks such as object search, grasping and manipulation. While handling single …

Continuous multiclass labeling approaches and algorithms

J Lellmann, C Schnörr - SIAM Journal on Imaging Sciences, 2011 - SIAM
We study convex relaxations of the image labeling problem on a continuous domain with
regularizers based on metric interaction potentials. The generic framework ensures …

Single image dehazing and denoising: a fast variational approach

F Fang, F Li, T Zeng - SIAM Journal on Imaging Sciences, 2014 - SIAM
In this paper, we propose a new fast variational approach to dehaze and denoise
simultaneously. The proposed method first estimates a transmission map using a windows …

Vertebrae segmentation in 3D CT images based on a variational framework

K Hammernik, T Ebner, D Stern, M Urschler… - Recent advances in …, 2015 - Springer
Automatic segmentation of 3D vertebrae is a challenging task in medical imaging. In this
paper, we introduce a total variation (TV) based framework that incorporates an a priori …

Integrating tracking with fine object segmentation

KE Papoutsakis, AA Argyros - Image and Vision Computing, 2013 - Elsevier
We present a novel method for on-line, joint object tracking and segmentation in a
monocular video captured by a possibly moving camera. Our goal is to integrate tracking …

Image segmentation with one shape prior—a template-based formulation

S Chen, D Cremers, RJ Radke - Image and Vision Computing, 2012 - Elsevier
Image segmentation with one shape prior is an important problem in computer vision. Most
algorithms not only share a similar energy definition, but also follow a similar optimization …

Refinement-cut: user-guided segmentation algorithm for translational science

J Egger - Scientific reports, 2014 - nature.com
In this contribution, a semi-automatic segmentation algorithm for (medical) image analysis is
presented. More precise, the approach belongs to the category of interactive contouring …

Efficient point cloud segmentation approach using energy optimization with geometric features for 3D scene understanding

X Li, G Liu, S Sun - Journal of the Optical Society of America A, 2020 - opg.optica.org
Efficient and quick extraction of unknown objects in cluttered 3D scenes plays a significant
role in robotics tasks such as object search, grasping, and manipulation. This paper …

Tracking as segmentation of spatial-temporal volumes by anisotropic weighted TV

M Unger, T Mauthner, T Pock, H Bischof - Energy Minimization Methods in …, 2009 - Springer
Tracking is usually interpreted as finding an object in single consecutive frames.
Regularization is done by enforcing temporal smoothness of appearance, shape and …