Face Detection without Bells and Whistles
نویسندگان
چکیده
Face detection is a mature problem in computer vision. While diverse high performing face detectors have been proposed in the past, we present two surprising new top performance results. First, we show that a properly trained vanilla DPM reaches top performance, improving over commercial and research systems. Second, we show that a detector based on rigid templates similar in structure to the Viola&Jones detector can reach similar top performance on this task. Importantly, we discuss issues with existing evaluation benchmark and propose an improved procedure. Fig. 1. Our proposed HeadHunter detector at the Oscars. Can you spot the one false positive, and one false negatives ? (hint: first rows).
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