#abbyysummit15 - training (6/6): abbyy future technologies
TRANSCRIPT
TechnologySummit 2015
© Copyright 2015 ABBYY Technology Summit
ABBYY FUTURE TECHNOLOGIESAND CONNECTED SCENARIOS
Olga Tolstunova, IHQ & Barbara Gross, NAHQ
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Mobile Real-time Data CaptureReceipts Recognition
Technology Development Maturity
ID CaptureDocument comparisonCloud Data CaptureLabels Recognition…
Text ExtractionStructured data extractionIntelligent capture (Compreno)
Spaceship TravelNuclear fusionA couple of other things
TechnologySummit 2015
REAL-TIME MOBILE DATA CAPTUREA Platform for Technology Partnership
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Real-Time Mobile Capture SDK● Works with viewfinder of smartphone
● In real-time – no snap● On device● With any background● In parallel threads
● Enables to create apps, modules or SDKs for applications like:
● Instant data capture ● Translation● Or simply plain text OCR
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CapturedVerified Sent to
BackendRecognized Structured
Mobile Technology Cooperation Offer
ABBYY Real-Time Capture(Core Technology)
Partners mobile parsing and backend integration
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Performance, per frame
Processing Mode 1-2 linesin the center ~1/3 of screen Full frame
Text Detection time 0.1 - 0.2s 0.2 - 0.3s 1 - 2sRecognition time* 0.03 – 0.1s 0.1 – 0.2s 0.5 - 1s
Samsung Galaxy A5, Android 5.0.2, EU Languages, 4 threads, 50 images
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Quality – the Benefit of Video Stream
Mobile Snap+ High resolution - Only one chance
Video Stream- 1 Frame – low resolution+interactive+ results combination
Recognized frames
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Quality. Frames Combination First Test Results
First Algorithm tests, Windows test platform, 10 images, ABBYY IHQ, October
% of Correct Characters
Number of processed Frames 0 1 2 3 4 5 6 7 8 9 10
70
75
80
85
90
95
100EnglishKoreanJapanese
Maximum quality by snap
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Augmented Reality Scenarios● Output Data• Recognized Text• Coordinates of initial text
segments.• Average height of initial text and
base lines on source image.• Source text color and background
color
● Motion Correction API● Translation module
available for 18 languages
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Augmented reality Scenario. Stages
1. Receiving a frame from smartphone’s camera, focusing etc.
2. Frame analysis: • Conversion to grayscale.• Detection of text segments.
3. Recognition of detected text segments• In parallel in several processing threads.
4. Translation of recognized text • In parallel in several processing threads.• Detection of text color and background color.
5. Drawing the results on the smartphone’s screen (with motion compensation).
ABBYY RTR SDK
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RECEIPT CAPTURECapturing Receipt Data on Mobile Devices
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“You may not be there yet, but you are closer than yesterday.”
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Receipt Capture Roadmap
Loyalty Management& Rewards Programs
Corporate / Personal Expense Management
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POS Receipts from Retail ChainsRelease Q1 2016
Hotels, Transportation, Online Purchases etc…Release TBD
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Fields Captured● Vendor● Date● Total ● Tax● Address● Phone ● Currency
● Payment type● Purchase type● Card type● Card number● Line items
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Loyalty--Pre-Trained Retail VendorsAvailable Today● Walmart● Kroger● Costco● Target● The Home Depot● Walgreen(s)● CVS Caremark● Lowe’s● Safeway● McDonald’s ● Macy’s● Rite Aid
● H-E-B● Dollar General● Whole Foods Market● 7-Eleven● Bed Bath & Beyond● Family Dollar Stores● Ross Stores● Starbucks● Wendy’s● Staples● Trader Joe’s● 99 Cent Only
● Dillons● Dollar Tree Stores● Duane Reade● Food 4 Less● Food Lion● Fred Meyer● GIANT● Grocery Outlet ● Kmart● Lucky● Etc…
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Corporate Expense ManagementExamples of Receipt Types for Corporate Expense Management:
● 1. Tape receipt from a store (we have quite a few, can always use more!)● 2. Tape receipt from a gas station● 3. Tape receipt from a restaurant● 4. Parking ticket● 5. Public transportation ticket● 6. Taxi ticket● 7. Hotel invoice● 8. Car renting invoice● 9. Online booking service invoice
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Receipt CaptureProduct Offerings
Reasons for choosing:● Mobile Imaging SDKs for iOS & Android on Front End
● Optimize for best image on Mobile Device before recognition using:– Detectors, Image Enhancement & Compression
● FineReader Engine for Windows● Developer has more control their environment ● Currently, most enhancements to Beta Receipt Module
● Cloud OCR SDK● Developer does not have to do as much development work on their part to get up &
running quickly● If a Linux House
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Receipt Demonstration
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Pass the Baton…
● Try NOW new technologies● Create or renew your solutions● Explore new scenarios● Win new business● Visit www.abbyy.technology
NOW ITS YOUR TURN!
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QUESTIONS