Robust Real-Time Face Detection.

Viola, P., & Jones, M. J. (2004). Robust Real-Time Face Detection. International Journal of Computer Vision, 57(2), 137-154.

Type

Journal article

Intellectual base

Primary research

Year

2004

Volume

57

Issue

2

Pages

137-154

DOI

10.1023/b:visi.0000013087.49260.fb

DOI registrant

Springer Nature

Link

https://doi.org/10.1023/B:VISI.0000013087.49260.fb

Cited from

systems_cybernetics

Cited by

1 citation across 1 artifact.

Primes

• Fast-Path / Slow-Path Architecture
  • Expected cost equals fast-path cost plus escalation probability times slow-path cost.

    Supported in partVerified against the publisher's abstract

    The abstract's cascade—discarding background cheaply and spending more computation on promising regions—supports the fast/slow division but not the expected-cost identity.

    “The third contribution is a method for combining classifiers in a “cascade” which allows background regions of the image to be quickly discarded while spending more computation on promising face-like regions.”

    Read by an automated reader; not a human review. How support was checked

Verification

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