fast_thresholdfast_thresholdFastThresholdFastThresholdfast_threshold (Operator)

Name

fast_thresholdfast_thresholdFastThresholdFastThresholdfast_threshold — Fast thresholding of images using global thresholds.

Signature

fast_threshold(Image : Region : MinGray, MaxGray, MinSize : )

Description

fast_thresholdfast_thresholdFastThresholdFastThresholdFastThresholdfast_threshold selects the pixels from the input image whose gray values g fulfill the following condition:

To reduce the processing time, the selection is done in two steps: At first, all points lying on selected horizontal lines that are specified by their distance MinSizeMinSizeMinSizeMinSizeminSizemin_size are processed. In the next step the neighborhood (size (2*MinSize+1) x (2*MinSize+1)) of all previously selected points are processed.

Attention

On multi-core computers supporting the SSE2 instruction set, thresholdthresholdThresholdThresholdThresholdthreshold is most likely faster than fast_thresholdfast_thresholdFastThresholdFastThresholdFastThresholdfast_threshold. fast_thresholdfast_thresholdFastThresholdFastThresholdFastThresholdfast_threshold may only be preferred to thresholdthresholdThresholdThresholdThresholdthreshold if those features are not available, e.g., on embedded platforms.

Execution Information

Multithreading type: reentrant (runs in parallel with non-exclusive operators).
Multithreading scope: global (may be called from any thread).
Automatically parallelized on tuple level.
Automatically parallelized on internal data level.

Parameters

ImageImageImageImageimageimage (input_object) singlechannelimage(-array) → object (byte / uint2 / direction / cyclic / real)

Input image.

RegionRegionRegionRegionregionregion (output_object) region(-array) → object

Segmented regions.

MinGrayMinGrayMinGrayMinGrayminGraymin_gray (input_control) number → (real / integer)

Lower threshold for the gray values.

Default value: 128

Suggested values: 0.0, 10.0, 30.0, 64.0, 128.0, 200.0, 220.0, 255.0

Typical range of values: 0.0 ≤ MinGray MinGray MinGray MinGray minGray min_gray ≤ 255.0 (lin)

Minimum increment: 1

Recommended increment: 5.0

MaxGrayMaxGrayMaxGrayMaxGraymaxGraymax_gray (input_control) number → (real / integer)

Upper threshold for the gray values.

Default value: 255.0

Suggested values: 0.0, 10.0, 30.0, 64.0, 128.0, 200.0, 220.0, 255.0

Typical range of values: 0.0 ≤ MaxGray MaxGray MaxGray MaxGray maxGray max_gray ≤ 255.0 (lin)

Minimum increment: 1

Recommended increment: 5.0

MinSizeMinSizeMinSizeMinSizeminSizemin_size (input_control) number → (integer)

Minimum size of objects to be extracted.

Default value: 20

Suggested values: 5, 10, 15, 20, 25, 30, 40, 50, 60, 70, 100

Typical range of values: 2 ≤ MinSize MinSize MinSize MinSize minSize min_size ≤ 200 (lin)

Minimum increment: 1

Recommended increment: 2

Complexity

Let A be the area of the output region and height the height of ImageImageImageImageimageimage. Then the runtime complexity is O(A + height / MinSizeMinSizeMinSizeMinSizeminSizemin_size).

Result

fast_thresholdfast_thresholdFastThresholdFastThresholdFastThresholdfast_threshold returns TRUE if all parameters are correct. The behavior with respect to the input images and output regions can be determined by setting the values of the flags 'no_object_result'"no_object_result""no_object_result""no_object_result""no_object_result""no_object_result", 'empty_region_result'"empty_region_result""empty_region_result""empty_region_result""empty_region_result""empty_region_result", and 'store_empty_region'"store_empty_region""store_empty_region""store_empty_region""store_empty_region""store_empty_region" with set_systemset_systemSetSystemSetSystemSetSystemset_system. If necessary, an exception is raised.