613 citations · 793 across the 10 of their papers we have counts for
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cs.CV2020★ 3 cited
Foreground-Background Imbalance Problem in Deep Object Detectors: A Review
Joya Chen, Qi Wu, Dong Liu +1
Recent years have witnessed the remarkable developments made by deep learning techniques for object detection, a fundamentally challenging problem of computer vision. Nevertheless,…
cs.CV2019
Residual Objectness for Imbalance Reduction
Joya Chen, Dong Liu, Bin Luo +3
For a long time, object detectors have suffered from extreme imbalance between foregrounds and backgrounds. While several sampling/reweighting schemes have been explored to allevia…