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Interactive Co-segmentation of Objects in Image Collections

Part of the SpringerBriefs in Computer Science Book Series

DOI: 10.1007/978-1-4614-1915-0

ISBN: 978-1-4614-1914-3

Publisher: Springer New York - Springer Journals

Oct 17, 2011

Available

Introduction

Batra, Dhruv; Kowdle, Adarsh; Parikh, Devi; Luo, Jiebo; Chen, Tsuhan

Pages: 1 –6

[In this chapter, we introduce the problem of co-segmentation and survey some recent algorithms for co-segmentation. We organize these algorithms along two dimensions – degree of supervision and scalability. Finally, we comment on connections between interactive co-segmentation and (single image)...
Available

An Approach to Interactive Co-segmentation

Batra, Dhruv; Kowdle, Adarsh; Parikh, Devi; Luo, Jiebo; Chen, Tsuhan

Pages: 7 –33

[In this chapter, we describe in detail our approach to interactive cosegmentation. We formulate the task as an energy minimization problem across all related images in a group. The energies across images are tied together via a shared appearance model, thus allowing for efficient inference....
Available

Applications

Batra, Dhruv; Kowdle, Adarsh; Parikh, Devi; Luo, Jiebo; Chen, Tsuhan

Pages: 35 –44

[The task of segmenting out the foreground from a group of topically related images lends itself to a number of interesting applications. One such application is creating a photo collage. We can imagine a scenario where a user captures a set of photographs of an object of interest, and would like...
Available

Future of Co-segmentation

Batra, Dhruv; Kowdle, Adarsh; Parikh, Devi; Luo, Jiebo; Chen, Tsuhan

Pages: 45 –46

[Co-segmentation is a new topic which has only been recently introduced into the computer vision community. In Chapter 2 we have discussed the interactive co-segmentation algorithm in detail and in Chapter 3 we covered some of the interesting applications of co-segmentation but there is more to...

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