Concepedia

Haluk Derin

HD

15

Publications

2.3K

Citations

14

H-Index

1976

Active since

Affiliations

University of Massachusetts Amherst(Current)

Haluk Derin is an author at University of Massachusetts Amherst specializing in engineering, image analysis, and computer vision.

Top concepts

EngineeringImage AnalysisComputer VisionImage SegmentationMachine VisionPattern RecognitionMedical Image ComputingData ScienceComputer ScienceStatistics

Publications per year

1976–2005

15

Publications

15

Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields

Haluk Derin, Howard Elliott · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1987 · 973 citations

Engineering, Machine Learning, Image Sequence Analysis +16

Simultaneous parameter estimation and segmentation of Gibbs random fields using simulated annealing

Sridhar Lakshmanan, Haluk Derin · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 355 citations

Engineering, Markov Chain Monte Carlo, Image Analysis +21

Bayes Smoothing Algorithms for Segmentation of Binary Images Modeled by Markov Random Fields

Haluk Derin, Howard Elliott, R. Cristi et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1984 · 193 citations

Scene Analysis, Engineering, Machine Learning +20

Unsupervised segmentation of noisy and textured images using Markov random fields

Chee Sun Won, Haluk Derin · CVGIP Graphical Models and Image Processing · 1992 · 154 citations

Scene Analysis, Machine Vision, Machine Learning +11

Segmentation of textured images using Gibbs random fields

Haluk Derin, William S. Cole · Computer Vision Graphics and Image Processing · 1986 · 142 citations

Machine Vision, Image Analysis, Engineering +7

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