17 citations · 22 across the 4 of their papers we have counts for
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cs.CV2018
Continuous Trade-off Optimization between Fast and Accurate Deep Face Detectors
Petru Soviany, Radu Tudor Ionescu
Although deep neural networks offer better face detection results than shallow or handcrafted models, their complex architectures come with higher computational requirements and sl…
cs.CV2018★ 17 cited
Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction
Petru Soviany, Radu Tudor Ionescu
There are mainly two types of state-of-the-art object detectors. On one hand, we have two-stage detectors, such as Faster R-CNN (Region-based Convolutional Neural Networks) or Mask…