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Segmentation-based object categorization

Known as: Segmentation based object categorization 
The image segmentation problem is concerned with partitioning an image into multiple regions according to some homogeneity criterion. This article is… 
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Related topics

Related topics

10 relations
Bag-of-words model in computer visionLOBPCGLanczos algorithmMatrix-free methods

Broader (1)

Image segmentation

Papers overview

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2018
2018
3D shape co-segmentation via sparse and low rank representations
In this paper, we propose a 3D shape co-segmentation method, which divides 3D shapes in the same category into consistent feature… 
2017
2017
Extending the Power Watershed Framework Thanks to Γ-Convergence
In this paper, we provide a formal proof of the power-watershed framework relying on the Γ-convergence framework. The main… 
2017
2017
Seating Assignment Using Constrained Signed Spectral Clustering
In this paper, we present a novel method for constrained cluster size signed spectral clustering which allows us to subdivide… 
2016
2016
Stem cell microscopic image segmentation using supervised normalized cuts
A vast amount of toxicological data can be obtained from feature analysis of cells treated in vitro. However, this requires… 
2013
2013
Notes on Elementary Spectral Graph Theory. Applications to Graph Clustering Using Normalized Cuts
These are notes on the method of normalized graph cuts and its applications to graph clustering. I provide a fairly thorough… 
2012
2012
Image Segmentation Based on Visual Perception Model
Abstract —Image segmentation is the basis of image processing and image analysis. However, there are no common method that can be… 
2010
2010
Hand Biometric Segmentation by Means of Fuzzy Multiscale Aggregation for Mobile Devices
Biometrics applied to mobile devices is one of the most recent topic of interest in biometrics. Due to the limitations of these… 
2008
2008
Graph-based High Level Motion Segmentation using Normalized Cuts
Motion capture devices have been utilized in producing several contents, such as movies and video games. However, since motion… 
2007
2007
Segmentation Based on Normalized Cuts for the Detection of Suburban Roads in Aerial Imagery
This paper deals with the segmentation of images of suburban scenes with the normalized cut algorithm. The segmentation results… 
2001
2001
Understanding Popout : Pre-attentive Segmentation through Nondirectional Repulsion
The goal of pre-attentive segmentation is to mark conspicuous image locations such as region boundaries, smooth contours and… 
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