Methods of contrast enhancement for images having blood vessel structures
View Patent ↗A method of contrast enhancement for improved visualization of diagnostically important tissue structures, such as blood vessels. A texture analysis algorithm is applied to identify regions with a high likelihood of disease. Mathematical morphology operations are applied to identify areas of high and low brightness (intensity). The low intensity areas are then subtracted, and controllably variable amounts of the high intensity areas are added, controlled by a selectable tuning parameter, to produce an image with controllably variable visualization enhancement.
1. A method of contrast enhancement for an image having blood vessel structures, comprising:
identifying a texture region having high spatial variations in brightness in said image;
defining high intensity areas and low intensity areas in said texture region;
controllably variably increasing contrast between said high intensity areas and said low intensity areas and controlling generated noise by subtracting only said low intensity areas from said texture region and using only a single user-controlled tuning parameter to controllably variably add said high intensity areas to said texture region without controlling said subtracting of said low intensity areas;
whereby visualization of said blood vessel structures is controllably variably enhanced.
2. A method according to claim 1 , wherein said defining step comprises applying a top-hat filter using only a first structuring element to define said high intensity areas in said texture region, and using a bottom-hat filter having a second structuring element to define said low intensity areas in said texture region.
3. A method according to claim 2 , wherein said first structuring element is disk shaped and said second structuring element is disk shaped and has a diameter slightly exceeding the diameter of blood vessels in said blood vessel structures.
4. A method according to claim 1 , wherein said identifying step is performed by segmenting said image using intensity variations in said image.
5. A method of contrast enhancement for an image having blood vessel structures, comprising:
defining high intensity areas and low intensity areas in said image;
controllably variably increasing contrast between said high intensity areas and said low intensity areas and controlling generated noise by subtracting only said low intensity areas from said image and using only a single user-controlled tuning parameter to controllably variably add said high intensity areas to said image, without controlling said subtracting of said low intensity areas;
whereby visualization of said blood vessel structures is controllably variably enhanced.
6. A method according to claim 5 , wherein said defining step is performed by applying a top-hat filter using only a first structuring element to define said high intensity areas, and using a bottom-hat filter having a second structuring element to define said low intensity areas.