Computer Vision Foundations · free preview
Temporal Filters and Causality
Causal, anti-causal and non-causal temporal kernels, the recursive one-pole filter, and the price of streaming.
1. Time has an arrow
Time has an arrow
2. Truncation costs delay
Truncation costs delay
3. The recursive escape
The recursive escape
4. Stability is one condition
Stability is one condition
5. Classifying kernels
Which of these temporal impulse responses could run live on a streaming camera feed, processing frame using only frames up to ?
6. Running the recursion
The filter starts from rest with and receives a unit impulse at only. What are the first three output values?
7. Third echo of the impulse
For the recursion with starting from rest and a unit impulse at , compute the output value at .
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