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OBJECT RECOGNITION : - Coggle Diagram
OBJECT RECOGNITION :
Human Vision
The process of discovering what is present in the world and
where it is, by looking
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APLR system
Characters Segmentation
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Google patents new object recognition technology,
likely has plans to use with YouTube
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are wondering how it does this, there is a special object name
This database would hold at least 50,000 object names,
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PATTERN RECOGNITION
Data acquisition and sensing
▪ Pre-processing
➢ Removal of noise in data
➢ Isolation of patterns of interest from the background
▪ Feature extraction
➢ Finding a new representation in terms of features. (Better for further processing)
▪ Model learning and estimation
➢ Learning a mapping between features and pattern groups
▪ Classification
➢ Using learned models to assign a pattern to a predefined category
▪ Post-processing
➢ Evaluation of confidence in decisions
➢ Exploitation of context to improve performances
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APPLICATION
Fingering Recognition
The popular Biometric used to authenticate person is Fingerprint which
is unique and permanent throughout a person’s life
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The ridges have characteristics, called minutiae, are the ridge ending
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vSELF-PARKING CAR
▪ As object recognition software improves, and decisionmaking capabilities are refining, cars will become capable
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▪ The VAIL/Stanford car can park itself, but only if provided
▪ The autonomous car may avoid obstacles (pedestrian, cyclist,