Contour and Texture Analysis for Image Segmentation

Keywords

Artificial intelligencePixelDisjoint setsPattern recognition (psychology)BrightnessGrayscaleTexture (cosmology)Computer visionComputer scienceImage textureTexture filteringMathematicsImage (mathematics)Image processingCombinatorics

Affiliated Institutions

University of California, Berkeley US

Related Publications

Learning Hierarchical Features for Scene Labeling

Clément Farabet , Camille Couprie , Laurent Najman +1 more

Scene labeling consists of labeling each pixel in an image with the category of the object it belongs to. We propose a method that uses a multiscale convolutional network traine...

2012 IEEE Transactions on Pattern Analysis... 2684 citations

Deep Colorization

Zezhou Cheng , Qingxiong Yang , Bin Sheng

This paper investigates into the colorization problem which converts a grayscale image to a colorful version. This is a very difficult problem and normally requires manual adjus...

2015 540 citations

Normalized cuts and image segmentation

Jianbo Shi , Jitendra Malik

We propose a novel approach for solving the perceptual grouping problem in vision. Rather than focusing on local features and their consistencies in the image data, our approach...

2000 IEEE Transactions on Pattern Analysis... 15440 citations

Region competition: unifying snakes, region growing, energy/Bayes/MDL for multi-band image segmentation

Shaoyang Zhu , T.S. Lee , Alan Yuille

We present a novel statistical and variational approach to image segmentation based on a new algorithm named region competition. This algorithm is derived by minimizing a genera...

2002 195 citations

Video Google: a text retrieval approach to object matching in videos

Sivic , Zisserman

We describe an approach to object and scene retrieval which searches for and localizes all the occurrences of a user outlined object in a video. The object is represented by a s...

2003 6388 citations

Publication Info

Year: 2001
Type: article
Volume: 43
Issue: 1
Pages: 7-27
Citations: 1080
Access: Closed

External Links

View on DOI.org

Social Impact

Altmetric

Contour and Texture Analysis for Image Segmentation

PlumX Metrics

Social media, news, blog, policy document mentions

Citation Metrics

1080

OpenAlex

Cite This

APA Style

                            
                                
                                    Jitendra Malik, 
                                
                                    Serge Belongie, 
                                
                                    Thomas Leung
                                
                                et al.
                            
                            (2001). 
                            Contour and Texture Analysis for Image Segmentation. 
                            International Journal of Computer Vision
                            , 43
                            (1)
                            , 7-27.
                            https://doi.org/10.1023/a:1011174803800
                        

Identifiers

DOI: 10.1023/a:1011174803800