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Image segmentation

Known as: Segment, Image segment, Segmentation 
In computer vision, image segmentation is the process of partitioning a digital image into multiple segments (sets of pixels, also known as super… 
Wikipedia

Papers overview

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Highly Cited
2018
Highly Cited
2018
Spatial pyramid pooling module or encode-decoder structure are used in deep neural networks for semantic segmentation task. The… 
Highly Cited
2017
Highly Cited
2017
In this work, we revisit atrous convolution, a powerful tool to explicitly adjust filter's field-of-view as well as control the… 
Highly Cited
2016
Highly Cited
2016
Convolutional Neural Networks (CNNs) have been recently employed to solve problems from both the computer vision and medical… 
Highly Cited
2015
Highly Cited
2015
There is large consent that successful training of deep networks requires many thousand annotated training samples. In this paper… 
Highly Cited
2006
Highly Cited
2006
Combinatorial graph cut algorithms have been successfully applied to a wide range of problems in vision and graphics. This paper… 
Highly Cited
2004
Highly Cited
2004
This paper addresses the problem of segmenting an image into regions. We define a predicate for measuring the evidence for a… 
Highly Cited
2000
Highly Cited
2000
We propose a novel approach for solving the perceptual grouping problem in vision. Rather than focusing on local features and… 
Highly Cited
2000
Highly Cited
2000
A necessary prerequisite for object oriented image processing is successful image segmentation. The approach presented in this… 
Highly Cited
1997
Highly Cited
1997
  • Jianbo Shi, J. Malik
  • Proceedings of IEEE Computer Society Conference…
  • 1997
  • Corpus ID: 14848918
We propose a novel approach for solving the perceptual grouping problem in vision. Rather than focusing on local features and… 
Highly Cited
1985
Highly Cited
1985
There are now a wide variety of image segmentation techniques, some considered general purpose and some designed for specific…