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Page 1: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we
Page 2: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

“The Lord has guided the development of

information technology and accelerated its

role in work for the dead, and will continue

to do so. However, we stand only on the

threshold of what we can do with these tools. I feel that our most enthusiastic projections can capture only a tiny glimpse of how these tools can help us - and of the eternal consequences of these efforts.” -President Howard W. Hunter, 100th anniversary of the Genealogical Society of Utah

Page 3: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

1927 1938 1963 1969 ‘70 ‘84 ‘90 ‘93 ’99 ’01 ‘05 ‘11

Past Century

Page 4: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

Family History

1927 1938 1963 1969 ‘70 ‘84 ‘90 ‘93 ’99 ’01 ‘05 ‘11

TIB microfilm IGI PAF GraniteVault

FamilySearch

TempleReady

familysearch.org

GIANT(Genealogical Indexing And

Name Tabulation)Fuzzy Matching, search with

name variants, locality

Gedcom

new.familysearch

Online access/search of digital records

Linkagematch/merge

Genealogical websitesshare/edit

Large scaleScanning/Indexing

Social Networks/Col

laboration

AI/Research Guidance

Page 5: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

Family History

Technology PCs

1927 1938 1963 1969 ‘70 ‘84 ‘90 ‘93 ’99 ’01 ‘05 ‘11

TIB microfilm IGI PAF GraniteVault

FamilySearch

TempleReady

familysearch.org

GIANT(Genealogical Indexing And

Name Tabulation)Fuzzy Matching, search with

name variants, locality

Gedcom

FirstElectronic Computer

DiskDrives

WWWemail

new.familysearch

Online access/search of digital records

Linkagematch/merge

Genealogical websitesshare/edit

Large scaleScanning/Indexing

Social Networks/Col

laboration

AI/Research Guidance

Digital Cameras

CellphonesWireless

PDAs

Page 6: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

Family History

Technology PCs

1927 1938 1963 1969 ‘70 ‘84 ‘90 ‘93 ’99 ’01 ‘05 ‘11

TIB microfilm IGI PAF GraniteVault

FamilySearch

TempleReady

familysearch.org

GIANT(Genealogical Indexing And

Name Tabulation)Fuzzy Matching, search with

name variants, locality

Gedcom

FirstElectronic Computer

DiskDrives

WWWemail

new.familysearch

Online access/search of digital records

Linkagematch/merge

Genealogical websitesshare/edit

Large scaleScanning/Indexing

Social Networks/Col

laboration

AI/Research Guidance

Digital Cameras

capacity

costCellphones

WirelessPDAs

Page 7: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

Family History

Technology PCs

1927 1938 1963 1969 ‘70 ‘84 ‘90 ‘93 ’99 ’01 ‘05 ‘11

TIB microfilm IGI PAF GraniteVault

FamilySearch

TempleReady

familysearch.org

GIANT(Genealogical Indexing And

Name Tabulation)Fuzzy Matching, search with

name variants, locality

Gedcom

FirstElectronic Computer

DiskDrives

WWWemail

new.familysearch

Online access/search of digital records

Linkagematch/merge

Genealogical websitesshare/edit

Large scaleScanning/Indexing

Social Networks/Col

laboration

AI/Research Guidance

Digital Cameras

capacity

costCellphones

WirelessPDAs

Page 8: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we
Page 9: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

http://roots.cs.byu.edu/devdigroots/

Page 10: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

Find our how you are related to your friends and many other famous people, leaders, kings, queens, etc.

Page 11: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

http://journals.byu.edu/

Page 12: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

14-generation pedigree on 1 page

Page 13: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we
Page 14: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

* Ty Davies, Jake Gehring

Film in

Searchable Text Out

Page 15: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

What’s inside the box?

What processing steps have to happen in between?

??

Page 16: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

ScanScan

CropCrop

EnhanceEnhance

ZoneZone

LabelLabel

OCROCR

Text/ Bitmaps Text/ Bitmaps

DatabaseDatabase

Intelligent Browsing

Visual Index/Search by Zone, Label, ROI

Intelligent Browsing

Visual Index/Search by Zone, Label, ROI

FullTextIndex/Search

FullTextIndex/Search

Index/Searchby• Word• ROI• Pattern

Index/Searchby• Word• ROI• Pattern

BinarizeBinarize

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Intelligent IndexingIntelligent Indexing

Page 17: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

ScanScan

CropCrop

EnhanceEnhance

ZoneZone

LabelLabel

OCROCR

Text/ Bitmaps Text/ Bitmaps

DatabaseDatabase

FullTextIndex/Search

FullTextIndex/Search

Index/Searchby• Word• ROI• Pattern

Index/Searchby• Word• ROI• Pattern

BinarizeBinarize

RegisterRegister

WaypointingWaypointing

Intelligent IndexingIntelligent Indexing

Intelligent Browsing

Visual Index/Search by Zone, Label, ROI

Intelligent Browsing

Visual Index/Search by Zone, Label, ROI

Page 18: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

2.5 Million rolls of microfilm2.5 Million rolls of microfilm

~ 1300 images per roll~ 1300 images per roll

Up to 25 Megabytes per imageUp to 25 Megabytes per image

1300 1300 xx 25,000,000 25,000,000 xx 2,500,000 2,500,000 = 81.25 Petabytes= 81.25 Petabytes

Page 19: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

CropCrop

EnhanceEnhance

ZoneZone

LabelLabel

OCROCR

Text/ Bitmaps Text/ Bitmaps

DatabaseDatabase

FullTextIndex/Search

FullTextIndex/Search

Index/Searchby• Word• ROI• Pattern

Index/Searchby• Word• ROI• Pattern

BinarizeBinarize

RegisterRegister

WaypointingWaypointing

ScanScan

Intelligent IndexingIntelligent Indexing

Intelligent Browsing

Visual Index/Search by Zone, Label, ROI

Intelligent Browsing

Visual Index/Search by Zone, Label, ROI

Page 20: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

• Scan continuously in Ribbons

• Crop in batch, exploit consensus

Page 21: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

EnhanceEnhance

ZoneZone

LabelLabel

OCROCR

Text/ Bitmaps Text/ Bitmaps

DatabaseDatabase

FullTextIndex/Search

FullTextIndex/Search

Index/Searchby• Word• ROI• Pattern

Index/Searchby• Word• ROI• Pattern

BinarizeBinarize

RegisterRegister

WaypointingWaypointing

ScanScan

CropCrop

Intelligent IndexingIntelligent Indexing

Intelligent Browsing

Visual Index/Search by Zone, Label, ROI

Intelligent Browsing

Visual Index/Search by Zone, Label, ROI

Page 22: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

(Left) Original scanned record (Right) After Enhancement

Page 23: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

(Left) Original scanned record (Right) After thresholding for Bleed-through removal, with Enhancement, and Antialiasing

Page 24: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

(Left) Original scanned record (Right) After Matched Filter Stroke Enhancement

Page 25: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

EnhanceEnhance

ZoneZone

LabelLabel

OCROCR

Text/ Bitmaps Text/ Bitmaps

DatabaseDatabase

Browsing

Visual Index/Search by Zone, Label, ROI

Browsing

Visual Index/Search by Zone, Label, ROI

FullTextIndex/Search

FullTextIndex/Search

Index/Searchby• Word• ROI• Pattern

Index/Searchby• Word• ROI• Pattern

BinarizeBinarize

RegisterRegister

WaypointingWaypointing

ScanScan

CropCrop

Intelligent IndexingIntelligent Indexing

Page 26: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

Median Filter Subtraction for background elimination

Page 27: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

EnhanceEnhance

ZoneZone

LabelLabel

OCROCR

Text/ Bitmaps Text/ Bitmaps

DatabaseDatabase

FullTextIndex/Search

FullTextIndex/Search

Index/Searchby• Word• ROI• Pattern

Index/Searchby• Word• ROI• Pattern

BinarizeBinarize

RegisterRegister

WaypointingWaypointing

ScanScan

CropCrop

Intelligent IndexingIntelligent Indexing

Intelligent Browsing

Visual Index/Search by Zone, Label, ROI

Intelligent Browsing

Visual Index/Search by Zone, Label, ROI

Page 28: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

Documents must be aligned, rotated and scaled to register them

Not registered

Registered

Page 29: “The Lord has guided the development of information technology and accelerated its role in work for the dead, and will continue to do so. However, we

Alignment, rotation and scaling using the Fourier-Mellin Transform allows registration to sub-degree and sub-pixel accuracy.

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