From co-saliency to co-segmentation: An efficient and fully unsupervised energy minimization model

KY Chang, TL Liu, SH Lai - CVPR 2011, 2011 - ieeexplore.ieee.org
We address two key issues of co-segmentation over multiple images. The first is whether a
pure unsupervised algorithm can satisfactorily solve this problem. Without the user's …

An efficient algorithm for co-segmentation

DS Hochbaum, V Singh - 2009 IEEE 12th International …, 2009 - ieeexplore.ieee.org
This paper is focused on the Co-segmentation problem [1]-where the objective is to segment
a similar object from a pair of images. The background in the two images may be arbitrary; …

Interactively co-segmentating topically related images with intelligent scribble guidance

D Batra, A Kowdle, D Parikh, J Luo, T Chen - International journal of …, 2011 - Springer
We present an algorithm for Interactive Co-segmentation of a foreground object from a group
of related images. While previous works in co-segmentation have focussed on unsupervised …

Unsupervised co-segmentation through region matching

JC Rubio, J Serrat, A López… - 2012 IEEE Conference …, 2012 - ieeexplore.ieee.org
Co-segmentation is defined as jointly partitioning multiple images depicting the same or
similar object, into foreground and background. Our method consists of a multiple-scale …

icoseg: Interactive co-segmentation with intelligent scribble guidance

D Batra, A Kowdle, D Parikh, J Luo… - 2010 IEEE computer …, 2010 - ieeexplore.ieee.org
This paper presents an algorithm for Interactive Co-segmentation of a foreground object
from a group of related images. While previous approaches focus on unsupervised co …

Co-segmentation by composition

A Faktor, M Irani - … of the IEEE international conference on …, 2013 - openaccess.thecvf.com
Given a set of images which share an object from the same semantic category, we would
like to co-segment the shared object. We define'good'co-segments to be ones which can be …

Image co-saliency detection and co-segmentation via progressive joint optimization

CC Tsai, W Li, KJ Hsu, X Qian… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
We present a novel computational model for simultaneous image co-saliency detection and
co-segmentation that concurrently explores the concepts of saliency and objectness in …

Cluster-based co-saliency detection

H Fu, X Cao, Z Tu - IEEE Transactions on Image Processing, 2013 - ieeexplore.ieee.org
Co-saliency is used to discover the common saliency on the multiple images, which is a
relatively underexplored area. In this paper, we introduce a new cluster-based algorithm for …

Higher-order image co-segmentation

W Wang, J Shen - IEEE Transactions on Multimedia, 2016 - ieeexplore.ieee.org
A novel interactive image cosegmentation algorithm using likelihood estimation and higher
order energy optimization is proposed for extracting common foreground objects from a …

Toward stable co-saliency detection and object co-segmentation

B Li, L Tang, S Kuang, M Song… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we present a novel model for simultaneous stable co-saliency detection
(CoSOD) and object co-segmentation (CoSEG). To detect co-saliency (segmentation) …