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: Before 2001, face detection was computationally expensive and slow.

: While modern Deep Learning (CNNs) has surpassed it in accuracy, the Viola-Jones method remains a benchmark for speed and is still used in low-power embedded systems (like digital cameras and early mobile phones). Viola (3) mp4

: An algorithm that selects a small set of critical visual features from a larger set of potential features. : Before 2001, face detection was computationally expensive

: A "cascade" of increasingly complex classifiers that quickly discards non-face regions of an image, focusing processing power only on promising areas. III. Modern Significance : Before 2001

Paper Title: The Legacy of the Viola-Jones Framework in Real-Time Object Detection