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Appendix D
Index of Image Processing
Algorithms
Thisappendixliststheimageprocessingalgorithmsdiscussedinthisbook.It
givesthealgorithmnameandthechapterwhereyouwillndthealgorithm.
Givenbeloware twolists. The e rstlists the algorithmsinthe order they
appearinthebook.Thesecondliststhealgorithmssortedalphabetically.
D.1 Algorithms Listed in Order of Appear-
ance
Algorithm
Chapter
Reading BMP Files
1
Reading TIFF Files
1
Writing BMP Files
1
Writing TIFF Files
1
Displaying Image Numbers
2
Dumping Image Numbers
2
Halftoning
3
Calculating Histograms
4
319
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320 APPENDIXD. INDEXOFIMAGEPROCESSINGALGORITHMS
Histogram Equalization
4
Displaying Histograms
4
Pasting Image Side by Side
4
Prewitt Edge Detector
5
Kirsch Edge Detector
5
Sobel Edge Detector
5
Quick Edge Detector
5
Homogeneity Edge Detector
6
Difference Edge Detector
6
Difference of Gaussians Edge Detector
6
Mexican Hat Edge Detector
6
Contrast-based Edge Detector
6
Variance Edge Detector
6
Range Edge Detector
6
Low-pass Filter (4 masks)
7
Median Filter
7
High-pass Filter (3 masks)
7
Image Addition
8
Image Subtraction
8
Image Cutting and Pasting
8
Blank Image Creation
8
Image Thresholding
9
Region Growing
9, 10
Histogram Smoothing
9
Histogram Peak Finding
9
Histogram Valley Finding
9
Histogram-based Segmentation
9
Adaptive Histogram Segmentation
9
Gray Shade Segmentation
10
Edge Based Segmentation
10
Edge and Gray Shade Segmentation
10
High-pixel Filter
10
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D.1. ALGORITHMSLISTEDINORDEROFAPPEARANCE
321
Low-pixel Filter
10
Automatic Histogram Thresholding
10
Erosion
11
Dilation
11
Mask Erosion
11
Mask Dilation
11
Opening
11
Closing
11
Special Opening
11
Special Closing
11
Thinning
11
Skeletonization
11
Euclidean Distance Measure
11
Medial Axis Transform
11
Interior Outlining
11
Exterior Outlining
11
AND Boolean Operation
12
OR Boolean Operation
12
EXCLUSIVE-OR Boolean Operation
12
NAND Boolean Operation
12
NOR Boolean Operation
12
NOT Boolean Operation
12
Image Labeling
12
Masking
12
Zero Image Overlay
12
Non-zero Image Overlay
12
Greater Image Overlay
12
Less Image Overlay
12
Average Image Overlay
12
Image Diplacement
13
Image Stretching
13
Image Rotation
13
Image Cross Product
13
Bi-linear Interpolation
13
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322 APPENDIXD. INDEXOFIMAGEPROCESSINGALGORITHMS
Control Point Warping
14
Object Warping
14
Image Shearing
14
Morphing
14
Hurst Operator
15
Sigma Operator
15
Skewness
15
Difference Operator
15
Compare Operator
15
Random Dot Stereograms
16
Colorfield Stereograms
16
Watermarks
17
Steganography
17
D.2 Algorithms Listed Alphabetical Order
Algorithm
Chapter
Adaptive Histogram Segmentation
9
AND Boolean Operation
12
Automatic Histogram Thresholding
10
Average Image Overlay
12
Bi-linear Interpolation
13
Blank Image Creation
8
Calculating Histograms
4
Closing
11
Colorfield Stereograms
16
Compare Operator
15
Contrast-based Edge Detector
6
Control Point Warping
14
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D.2. ALGORITHMSLISTEDALPHABETICALORDER
323
Difference Edge Detector
6
Difference of Gaussians Edge Detector
6
Difference Operator
15
Dilation
11
Displaying Histograms
4
Displaying Image Numbers
2
Dumping Image Numbers
2
Edge and Gray Shade Segmentation
10
Edge Based Segmentation
10
Erosion
11
Euclidean Distance Measure
11
EXCLUSIVE-OR Boolean Operation
12
Exterior Outlining
11
Gray Shade Segmentation
10
Greater Image Overlay
12
Halftoning
3
High-pass Filter (3 masks)
7
High-pixel Filter
10
Histogram-based Segmentation
9
Histogram Equalization
4
Histogram Peak Finding
9
Histogram Smoothing
9
Histogram Valley Finding
9
Homogeneity Edge Detector
6
Hurst Operator
15
Image Addition
8
Image Cutting and Pasting
8
Image Cross Product
13
Image Diplacement
13
Image Labeling
12
Image Thresholding
9
Image Shearing
14
Image Stretching
13
Image Subtraction
8
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324 APPENDIXD. INDEXOFIMAGEPROCESSINGALGORITHMS
Image Rotation
13
Interior Outlining
11
Kirsch Edge Detector
5
Less Image Overlay
12
Low-pass Filter (4 masks)
7
Low-pixel Filter
10
Mask Dilation
11
Mask Erosion
11
Masking
12
Medial Axis Transform
11
Median Filter
7
Mexican Hat Edge Detector
6
Morphing
14
NAND Boolean Operation
12
NOR Boolean Operation
12
NOT Boolean Operation
12
Non-zero Image Overlay
12
Object Warping
14
Opening
11
OR Boolean Operation
12
Pasting Image Side by Side
4
Prewitt Edge Detector
5
Quick Edge Detector
5
Random Dot Stereograms
16
Range Edge Detector
6
Reading BMP Files
1
Reading TIFF Files
1
Region Growing
9, 10
Sigma Operator
15
D.2. ALGORITHMSLISTEDALPHABETICALORDER
325
Skeletonization
11
Skewness
15
Sobel Edge Detector
5
Special Closing
11
Special Opening
11
Steganography
17
Thinning
11
Variance Edge Detector
6
Watermarks
17
Writing BMP Files
1
Writing TIFF Files
1
Zero Image Overlay
12
326 APPENDIXD. INDEXOFIMAGEPROCESSINGALGORITHMS
Appendix E
Bibliography
Thisappendixliststheimageprocessingandcomputerprogrammingbooks
Iusedinpreparingthisbook.
E.1 Image Processing Books
Kenneth R. Castleman, \DigitalImage Processing," 1979, Prentice- - Hall,
EnglewoodClis,N.J.07632,ISBN0-13-212365-7.
This was my rst image processingtextbook. It t wasusedfor seniorlevel
courses inimageprocessing. Althoughdatedinits s discussionofcomputer
hardwareandimageprocessingsystems,itdiscussesthefundamentalswith
goodexampleimages.Nosourcecode.
MartinD.Levine,\VisioninManandMachine,"1985,McGraw-Hill,New
York,NY,ISBN0-07-037446-5.
Thisisadeeptextusedingraduatelevelcoursesonimageprocessingand
computervision. Itdiscussesmany y ofthe biologicalvisionandperception
systemsaswellascomputeralgorithms.Itcontainsdescriptions,equations,
andgoodphotographexamplesformanyimageprocessingapplications.No
sourcecode.
JohnH.Karl, \AnIntroductiontoDigitalSignalProcessing,"1989,Aca-
327
328
APPENDIXE. BIBLIOGRAPHY
demicPress,SanDiego,California92101,ISBN0-12-398420-3
Thisisnotanimageprocessingtext,butdiscussesthebasicsofdigitalsignal
processing. Itiswritteninanarrativevs. mathematicalstyle,soyoucan
readitandlearnabouthowcomputersprocessdata.Itcoversseveraltopics
ofinteresttoimageprocessorssuchasFouriertransforms,lters,andtwo-
dimensionalsignalprocessing.
CraigA.Lindley,PracticalImageProcessinginC,1991,JohnWiley&Sons,
NewYork,NY,ISBN0-471-54377-2.
Thisistherst of the newbreedofimageprocessingbooksthatcontains
sourcecodewrittenexpressly forthepersonalcomputer. Asthetitlesays,
it is a practical l not t academic book. Muchof f the book concerns building
andusinganimagedigitizer. ItcoverstheTIFF5.0specicationaswellas
thePCXle format. It t alsodiscusses classicimageprocessingoperations.
Thetextlistsallsourcecodeandtheaccompanying oppydiskcontainsthe
sourcecode,projectles,executables,andafewimages. TheCcode e was
writtenfortheBorlandTurboCcompiler.
JohnC.Russ,\TheImageProcessingHandbook,"ThirdEdition,1999,CRC
Press,BocaRaton,Florida.ISBN0-8493-4233-3.
Thisisanewerall-encompassingsource. Itisaverycompletetextcovering
many commonimageprocessing algorithmsandtheirapplications. Itdis-
cussestechniquesandillustratesthemwithnumerousexcellentphotographs.
Althoughnotoneofthe\practical"texts,itisnotfulloftheoryandIwould
notcallitapurelyacademicwork.Itdoesnothaveanysourcecode.Ihighly
recommendthisbook.
HarleyR.MylerandArthurR.Weeks,\ImagingRecipesinC,"1993,Prentice-
Hall,EnglewoodClis,NewJersey.ISBN0-13-189879-5.
This was written n by two professors at the University of Central l Florida.
It is appropriate e for both h home use e and early undergraduate classes. It
discusses basic image processing g using the e UCFImage computer software
imagingsystem. Thebooklists\codesegments"(thecomputationalparts
of subroutines) andcomes with adisk containing executables andimages
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