2007 · 22 citations · 12 references
MedicineBiomedical EngineeringRadiologyBiomedical ImagingDiagnostic ImagingDiagnostic RadiologyImage EnhancementImage PreprocessingImage RestorationMagnetic Resonance ImagingMedical Image AnalysisMedical ImagingContrast EnhancementDigital Image EnhancementHistogram EqualizationLocal Contrast EnhancementLocal Enhancement
The local contrast enhancement of medical image is useful and important to the medicine diagnosis. The current techniques of local enhancing exists both over-enhancing and high complexity problems. The over-enhancement may cause the clinical information loss. In this paper, we propose the weighted calculation to prevent the unexpected effects appearing and the local bihistogram equalization (LBHE) to reduce the over-enhancing artifacts. The constraint curve provides a mechanism of automatic modification. We also propose the pixel-matching scheme for similar value search and an interlaced data flow for implementing our algorithm in parallel. The experimental results have proven that our method enhances efficiently the adjacent organic structure of the heart in MRI without local noise.
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Adaptive histogram equalization and its variations
Stephen M. Pizer, E. Philip Amburn, John D. Austin et al. · Computer Vision Graphics and Image Processing · 1987 · 3.9K citations
A fast and adaptive method for image contrast enhancement
Chandrajit Bajaj · 2005 · 106 citations