How do I find Waldo with Mathematica?
image-processingcomputer-visionmathematicapattern-recognition
Abstraction: Computer vision approach to locating Waldo using color and shape features
Key points:
- Waldo's striped shirt pattern alone is unreliable because the stripe is sometimes broken up in illustrations
- Proposed multi-cue approach: red-white stripe block (~2:1 ratio), glasses (two circles 0.5:1 above stripe), blue pants (below stripe), red-white hat (above head), dark hair, and shoe color
- White balance and red balance normalization needed since images may be scans with color shifts
- Person height estimation via random sampling of figure outlines to establish scale, then filter for Waldo's skinny ~5:1 or 6:1 height-to-width ratio
- Algorithm pipeline: isolate Waldo-red areas → skeletonize → prune to points → cross-reference with hair, pants, shoes, hat, glasses color regions
- Negative checks (e.g., blue apron too close to shoes) help eliminate false positives like apron-wearing figures
Connections: Stack Overflow · Mathematica · Image Processing · Computer Vision · Pattern Recognition
Source: http://stackoverflow.com/questions/8479058/how-do-i-find-waldo-with-mathematica?rq=1