image recognition has a wide variety of cool apps

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Image Recognition has a wide variety of cool appsImage Recognition has a wide variety of cool apps

Robotic controlRobotic control Quality control of Quality control of

manufactured partsmanufactured parts Medical imagingMedical imaging

Images from Dr. WalterImages from Dr. Walter BiometricsBiometrics Photograph analysisPhotograph analysis SurveillanceSurveillance Face detectionFace detection Color matching by cell-Color matching by cell-

phonephone 3D photography/mapping 3D photography/mapping

(Google’s (Google’s street view))

Term ProjectsTerm Projects

RequirementsRequirements Interesting to youInteresting to you Anywhere on theoretical to real-world spectrumAnywhere on theoretical to real-world spectrum Could lead to publishable workCould lead to publishable work

Teams of 4Teams of 4 Each person email me a topic (1 annotated Each person email me a topic (1 annotated

slide, with >= 1 reference) by Monday 11:59 pmslide, with >= 1 reference) by Monday 11:59 pm If you have already formed a team, you need only submit If you have already formed a team, you need only submit

1 proposal per team1 proposal per team.. Will give a Will give a 2-minute, 1-slide “lightning talk” on 2-minute, 1-slide “lightning talk” on

Tuesday Tuesday and projects will be chosen by the end of the and projects will be chosen by the end of the day.day.

How to startHow to start

What interests you, either in the list or on What interests you, either in the list or on your own? your own?

Be creative!Be creative!Dig someDig some

Talk to meTalk to meConsult the literature (at least 1 reference Consult the literature (at least 1 reference

initially)initially)

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Past CSSE463 projectsPast CSSE463 projects Misapplied coatingMisapplied coating Counting Fly-eye cellsCounting Fly-eye cells Gesture recognitionGesture recognition Aerial airplane detectionAerial airplane detection Iris detectionIris detection Image taggingImage tagging Shopping cart Shopping cart

surveillance for surveillance for Baesler’sBaesler’s

Where’s Waldo?Where’s Waldo? Connect the DotsConnect the Dots

Past projects, 2009-10Past projects, 2009-10

Road-sign detectionRoad-sign detection License-plate detectionLicense-plate detection Recognizing ConstellationsRecognizing Constellations IGVC Obstacle and Line IGVC Obstacle and Line

DetectionDetection Connect the DotsConnect the Dots Geographic Feature Extraction Geographic Feature Extraction

from Satellite Images from Satellite Images


Tennis-ball tracker in video (in Tennis-ball tracker in video (in OpenCV, not MATLAB)OpenCV, not MATLAB)

Projectile Hole RecognitionProjectile Hole Recognition For senior projectFor senior project

High-capacity color barcodesHigh-capacity color barcodes Road location from frontal viewRoad location from frontal view Towards automatic generation Towards automatic generation

of of MiiMiis from photoss from photos


Handwritten digit recognition for Handwritten digit recognition for Tablet PCTablet PC

ID’ing the goal and ball in ID’ing the goal and ball in RoboCupRoboCup

Playing Card ID systemPlaying Card ID system Salamander recognition (for Salamander recognition (for

biologists)biologists) Talk show recognition from Talk show recognition from

video stillsvideo stills NEAT Face DetectionNEAT Face Detection Towards Object Recognition, Towards Object Recognition,

using OpenCV and real-time using OpenCV and real-time videosvideos

Painting genre classifierPainting genre classifier


Automated image region Automated image region taggingtagging

Spot the differencesSpot the differences Connect the dots (digit Connect the dots (digit

recognition)recognition) Counting cells in fly retinasCounting cells in fly retinas Gesture recognitionGesture recognition Conformal coating Conformal coating

misapplication detectionmisapplication detection


Where’s Waldo?Where’s Waldo? Face recognition in videoFace recognition in video Iris detectionIris detection Sport classificationSport classification EigenfacesEigenfaces Aircraft detection in aerial Aircraft detection in aerial

imagesimages Baesler’s shopping cart Baesler’s shopping cart

detectiondetection

image recognition has a wide variety of cool apps

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