Graph Theory Segmentation Methods

This cluster investigates graph-based approaches for image segmentation and contour detection. It aims to enhance segmentation accuracy while reducing computational complexity.

graph-based segmentation
edge detection
contour detection
computational methods
image analysis

6,541 papers

Parent topic: Advanced Image Processing Techniques

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Papers Over Time

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Top Papers

A Computational Approach To Edge Detection

1986 · 20,480 citations

Efficient Graph-Based Image Segmentation

2004 · 4,682 citations

Contour Detection And Hierarchical Image Segmentation

2011 · 4,005 citations

Ridge-Based Vessel Segmentation In Color Images Of The Retina

2004 · 2,999 citations

A Computational Approach To Edge Detection.

1986 · 2,311 citations

Interactive Graph Cuts For Optimal Boundary & Region Segmentation Of Objects In N-D Images

0 · 1,818 citations

Graph Cuts And Efficient N-D Image Segmentation

2006 · 1,564 citations

Color Image Segmentation: Advances And Prospects

2001 · 1,203 citations

Unsupervised Segmentation Of Color-Texture Regions In Images And Video

2001 · 1,059 citations

A Texture-Based Method For Modeling The Background And Detecting Moving Objects

2006 · 1,011 citations

An Adaptive Color-Based Particle Filter

2003 · 918 citations

A New Curve Detection Method: Randomized Hough Transform (RHT)

1990 · 798 citations

A Review Of Statistical Approaches To Level Set Segmentation: Integrating Color, Texture, Motion And Shape

2006 · 759 citations

Retinal Blood Vessel Segmentation Using Line Operators And Support Vector Classification

2007 · 659 citations

Color Information For Region Segmentation

1980 · 597 citations

A Survey Of Edge Detection Techniques

1975 · 574 citations

A Novel Algorithm For Color Constancy

1990 · 534 citations

Efficient Hierarchical Graph-Based Video Segmentation

2010 · 478 citations

A Review Of Computer Vision Techniques For The Analysis Of Urban Traffic

2011 · 470 citations

Robust Detection Of Lines Using The Progressive Probabilistic Hough Transform

2000 · 457 citations