Concepedia

Evaluating Segmentation Error without Ground Truth

Timo Kohlberger, Vivek Kumar Singh, Chris Alvino, Claus Bahlmann, Leo Grady

Lecture notes in computer science · 2012 · 95 citations · 19 references

Open access

Concepts

ComputingComputer ScienceComputer VisionMachine LearningError EstimationImage SegmentationInstance SegmentationPattern RecognitionSegmentation AnalysisSemantic SegmentationSegmentationSegmentation EvaluationSegmentation Evaluation MetricsSegmentation Model EvaluationSegmentation Quality Metrics

References

19

The WEKA data mining software

Mark Hall, Eibe Frank, Geoffrey Holmes et al. · ACM SIGKDD Explorations Newsletter · 2009 · 17.8K citations

Computing, Computer Science, Artificial Intelligence +5

Normalized cuts and image segmentation

Jianbo Shi, Jitendra Malik · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 15.7K citations

Computing, Computer Science, Computer Vision +12

Geodesic Active Contours

Vicent Caselles, Ron Kimmel, Guillermo Sapiro · International Journal of Computer Vision · 1997 · 5.2K citations

Computing, Computer Science, Computational Geometry +16

Optimal approximations by piecewise smooth functions and associated variational problems

David Mumford, Jayant Shah · Communications on Pure and Applied Mathematics · 1989 · 5.2K citations · Full text

Natural Sciences, Computational Engineering, Computational Mechanics +13

Random Walks for Image Segmentation

Leo Grady · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 2.6K citations

Natural Sciences, Computer Science, Mathematics +15