
The pipeline of machine visual perception
7/22/2014
3
Low-level
sensing
Pre-
processing
Feature
extract.
Feature
selection
Inference:
prediction,
recognition
• Most critical for accuracy
• Account for most of the computation for testing
• Most time-consuming in development cycle
• Often hand-craft in practice
Most Efforts in
Machine Learning
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