Data Compression: The Complete Reference

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Contentsxix4.15 Adaptive Vector Quantization 3904.16 Block Matching 3954.17 Block Truncation Coding 3994.18 Context-Based Methods 4054.19 FELICS 4084.20 Progressive FELICS 4114.21 MLP 4154.22 Adaptive Golomb 4234.23 PPPM 4244.24 CALIC 4264.25 Differential Lossless Compression 4294.26 DPCM 4314.27 Context-Tree Weighting 4364.28 Block Decomposition 4374.29 Binary Tree Predictive Coding 4414.30 Quadtrees 4484.31 Quadrisection 4654.32 Space-Filling Curves 4734.33 Hilbert Scan and VQ 4744.34 Finite Automata Methods 4774.35 Iterated Function Systems 4944.36 Cell Encoding 5115 Wavelet Methods 5135.1 Fourier Transform 5135.2 The Frequency Domain 5145.3 The Uncertainty Principle 5185.4 Fourier Image Compression 5215.5 The CWT and Its Inverse 5245.6 The Haar Transform 5305.7 Filter Banks 5495.8 The DWT 5595.9 Multiresolution Decomposition 5725.10 Various Image Decompositions 5735.11 The Lifting Scheme 5805.12 The IWT 5915.13 The Laplacian Pyramid 5935.14 SPIHT 5975.15 CREW 6095.16 EZW 6095.17 DjVu 6135.18 WSQ, Fingerprint Compression 6165.19 JPEG 2000 622
xxContents6 Video Compression 6376.1 Analog Video 6376.2 Composite and Components Video 6436.3 Digital Video 6456.4 Video Compression 6496.5 MPEG 6616.6 MPEG-4 6836.7 H.261 6887 Audio Compression 6917.1 Sound 6927.2 Digital Audio 6957.3 The Human Auditory System 6987.4 µ-Law and A-Law Companding 7047.5 ADPCM Audio Compression 7107.6 MLP Audio 7127.7 Speech Compression 7177.8 Shorten 7257.9 MPEG-1 Audio Layers 7298 Other Methods 7558.1 The Burrows-Wheeler Method 7568.2 Symbol Ranking 7618.3 ACB 7658.4 Sort-Based Context Similarity 7728.5 Sparse Strings 7778.6 Word-Based Text Compression 7898.7 Textual Image Compression 7938.8 Dynamic Markov Coding 7998.9 FHM Curve Compression 8088.10 Sequitur 8118.11 Triangle Mesh Compression: Edgebreaker 8168.12 SCSU: Unicode Compression 827Bibliography 835Glossary 855Joining the Data Compression Community 877Index 879Each memorable verse of a true poet hastwo or three times the written content.—Alfred de Musset
Page 2 and 3: Data CompressionThird Edition
Page 5 and 6: David SalomonData CompressionThe Co
Page 7 and 8: To the many readers, whose question
Page 9 and 10: viiiPreface to the Third Editionthe
Page 11 and 12: xPreface to the Third Editionhttp:/
Page 13 and 14: xiiPreface to the Second EditionThe
Page 15 and 16: xivPreface to the Second Editionema
Page 17 and 18: xviAcknowledgmentsPreface to the Fi
Page 19: xviiiContents3 Dictionary Methods 1
Page 23 and 24: 2 Introductionstream) that has a sm
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Page 29 and 30: 8 IntroductionThe Gold BugHere, the
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Page 37 and 38: 16 1. Basic TechniquesA B C D E•
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166 3. Dictionary MethodsExample: A
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246 3. Dictionary Methods3.28 Summa
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248 3. Dictionary Methodswhere in t
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250 3. Dictionary Methodsthese prob
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252 4. Image Compression1. A bi-lev
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254 4. Image CompressionHow should
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256 4. Image Compression(a)(b)Figur
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258 4. Image Compression55101015152
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260 4. Image CompressionThis approa
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262 4. Image CompressionA good exam
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264 4. Image Compression43210 Gray
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266 4. Image Compression(2)(1)Binar
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268 4. Image Compression(8)(7)(6)Bi
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270 4. Image Compression(a)(b)Figur
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272 4. Image CompressionTypical PSN
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274 4. Image Compression4.3.2 Quant
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278 4. Image CompressionExample. Gi
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280 4. Image Compression(or transfo
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282 4. Image Compression4.5.1 Two-D
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284 4. Image Compressioneach image
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286 4. Image CompressionBefore we d
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288 4. Image Compressioncausing the
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290 4. Image Compression4.6.1 Intro
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292 4. Image Compressionless import
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304 4. Image CompressionFigure 4.43
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310 4. Image Compressionk scale DCT
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312 4. Image Compression1. Regardle
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314 4. Image Compression⎡⎤1 0 0
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316 4. Image Compressionfour DCT co
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318 4. Image Compression4.6.9 Vecto
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320 4. Image Compressionthe importa
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322 4. Image Compressionsin θ =
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324 4. Image CompressionN=8;m=[1:N]
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330 4. Image Compressionworks on ea
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332 4. Image Compression1024=8×128
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334 4. Image CompressionY = (77/256
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336 4. Image Compression16 11 10 16
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340 4. Image CompressionZ0123456789
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342 4. Image Compression4.8.5 Lossl
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344 4. Image CompressionValue Name
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346 4. Image Compression4.9 JPEG-LS
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348 4. Image Compressionif(Rc>=max(
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350 4. Image CompressionPrediction
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352 4. Image Compressionbits of 1,
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356 4. Image Compressionnumbers and
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358 4. Image CompressionThe decoder
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360 4. Image CompressionS(a)1 1 11
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362 4. Image Compressionthe values
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364 4. Image CompressionM x ,M y ·
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366 4. Image CompressionAdeBf-11-32
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368 4. Image Compressionlow-resolut
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370 4. Image Compression2. Special
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372 4. Image Compression1. Text reg
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374 4. Image CompressionName Type S
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376 4. Image Compressionit sets USE
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378 4. Image Compressionsine of θ,
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380 4. Image Compressionreads segme
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382 4. Image Compressionthey consti
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392 4. Image CompressionThe remaind
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410 4. Image CompressionPixel Regio
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430 4. Image CompressionThe prefix
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438 4. Image CompressionA copied bl
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446 4. Image Compressiondevelopers
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450 4. Image CompressionIt’s easy
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452 4. Image CompressionThis is the
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456 4. Image Compressionand prepare
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458 4. Image Compressionm2 0 cells
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464 4. Image Compressionexample. Fi
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470 4. Image CompressionMatrix M 5
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474 4. Image Compression(0,0), (0,1
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478 4. Image Compressiona 2-digit s
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494 4. Image Compressionstate and t
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496 4. Image Compressionscaling. If
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498 4. Image CompressionThe Golden
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500 4. Image CompressionIn general,
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502 4. Image Compressiona b c d m n
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504 4. Image Compression(a)TT T TTT
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506 4. Image Compression4.35.7 IFS
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512 4. Image Compressionscanned cel
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514 5. Wavelet MethodsFigure 5.1 sh
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516 5. Wavelet MethodsThe spectrum
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518 5. Wavelet Methodsπ−ππ/2
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520 5. Wavelet Methodsππ/2−2π2
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522 5. Wavelet Methodstoo small for
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524 5. Wavelet Methods5.5 The CWT a
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526 5. Wavelet Methodstranslation p
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534 5. Wavelet Methodsprocedure NWT
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546 5. Wavelet MethodsAnd just like
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552 5. Wavelet Methodsand the new d
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572 5. Wavelet Methods5.9 Multireso
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574 5. Wavelet Methodsfilters and c
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576 5. Wavelet MethodsOriginalimage
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580 5. Wavelet Methodsapplications.
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582 5. Wavelet MethodsThe update op
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622 5. Wavelet MethodsCodeIndex or
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630 5. Wavelet Methodshelps in (1)
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632 5. Wavelet Methodsin this bitpl
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638 6. Video Compression6.1.1 The C
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640 6. Video Compressionof vertical
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658 6. Video CompressionTwo-Dimensi
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682 6. Video CompressionHeader para
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692 7. Audio Compression7.1 SoundTo
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694 7. Audio CompressionP = I · V
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698 7. Audio Compressionbit samples
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726 7. Audio CompressionA zeroth-or
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728 7. Audio Compressioncode, which
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730 7. Audio Compressionand techniq
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732 7. Audio Compressioncoder and d
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734 7. Audio Compressioni C i i C i
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736 7. Audio Compressionbuffer hold
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738 7. Audio CompressionFor layers
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740 7. Audio CompressionIndex scale
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742 7. Audio Compressionbit 4-bit n
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744 7. Audio CompressionFramesequen
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750 7. Audio Compressiongiven bycs
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752 7. Audio CompressionThe largest
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756 8. Other Methodsinto an image t
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792 8. Other MethodsS:=empty string
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794 8. Other Methodsimage, since it
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796 8. Other MethodsMark: A visible
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798 8. Other Methodsthe index is ba
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800 8. Other MethodsA finite-state
Page 823 and 824:
802 8. Other MethodsThe DMC algorit
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804 8. Other MethodsThis suggests t
Page 827 and 828:
806 8. Other Methods10 2 5 00 01011
Page 829 and 830:
808 8. Other MethodsThe main princi
Page 831 and 832:
810 8. Other Methods×ZS 1S 2×YPX
Page 833 and 834:
812 8. Other Methodswhere it compre
Page 835 and 836:
814 8. Other MethodsNew symbol the
Page 837 and 838:
816 8. Other Methodsthe pair (1, 2)
Page 839 and 840:
818 8. Other Methodsregions, each w
Page 841 and 842:
820 8. Other Methods5. The half-edg
Page 843 and 844:
822 8. Other MethodsH=H|C;% append
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824 8. Other Methodsis the number o
Page 847 and 848:
826 8. Other MethodsC C R R R S L C
Page 849 and 850:
828 8. Other MethodsThe Unicode Sta
Page 851 and 852:
830 8. Other Methodsmode). The tags
Page 853 and 854:
832 8. Other MethodsThe encoder the
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Page 857 and 858:
836 BibliographyBanister, Brian, an
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838 BibliographyCormack G. V., and
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840 BibliographyFrank, Amalie J., J
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842 BibliographyNorwell, MA, 85-112
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844 BibliographyLangdon, Glen G. (1
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846 BibliographyNahin, Paul J., (19
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848 BibliographyRFC1950 (1996) ZLIB
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850 BibliographyStarck, J. L., F. M
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852 BibliographyWilliams, Ross N. (
Page 875 and 876:
Page 877 and 878:
856 GlossaryASCII Code. The standar
Page 879 and 880:
858 GlossaryCircular Queue. A basic
Page 881 and 882:
860 Glossaryfunction (which has to
Page 883 and 884:
862 Glossarybackground is a continu
Page 885 and 886:
864 GlossaryGolomb Code. The Golomb
Page 887 and 888:
866 GlossaryJBIG2. A recent interna
Page 889 and 890:
868 GlossaryLifting Scheme. A metho
Page 891 and 892:
870 GlossaryMPEG. This acronym stan
Page 893 and 894:
872 GlossaryQM Coder. This is the a
Page 895 and 896:
874 GlossaryStatistical Methods. Th
Page 897 and 898:
876 Glossaryredundancy. A typical t
Page 899 and 900:
Page 901 and 902:
880 IndexAES, see association of au
Page 903 and 904:
882 Indexcodec, 7, 858codesASCII, 8
Page 905 and 906:
884 Indexlists, 860queues, 172, 860
Page 907 and 908:
886 Indexcausal, 553deriving coeffi
Page 909 and 910:
888 IndexIMA ADPCM compression, 436
Page 911 and 912:
890 Indexas the information functio
Page 913 and 914:
892 Indexvertical, 244parrots (imag
Page 915 and 916:
894 IndexReynolds, Paul, 167RGB col
Page 917 and 918:
896 Indexterabyte, 616textcase flat
Page 919 and 920:
898 IndexD4, 551, 558, 560D8, 558di
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Data Compression: The Complete Reference

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