Automated histogram characterization of data sets for image...

Image analysis – Histogram processing

Reexamination Certificate

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C382S128000, C382S169000, C382S171000

Reexamination Certificate

active

07660461

ABSTRACT:
Methods and apparatus are configured to provide data to generate and/or render (medical) images using medical volumetric data sets by electronically analyzing a medical volume data set associated with a patient that is automatically electronically divided into a plurality of local histograms having intensity value ranges associated therewith and programmatically generating at least one α-histogram of data from the local histograms used for at least one of peak detection, transfer function design or adaptation, tissue detection or tissue classification.

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Lundstrom et al. “Extending and Simplifying Transfer Function Design in Medical Volume Rendering Using Local Histograms”Proceedings IEEE/EuroGraphics Symposium on Visualizationpp. 263-270 (2005).
Lundstrom, et al. “The α-histogram: Using Spatial Coherence to Enhance Histograms and Transfer Function Design”Eurographics/IEEE-VGTC Symposium on Visualization9 pages (2006).
Wang et al. “Image Quality Assessment: From Error Visibility to Structural Similarity”IEEE Transactions on Image Processing13(4) (2004).

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