Side-Aware Boundary Localization for More Precise Object Detection

european conference on computer vision, pp. 403-419, 2019.

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We propose Side-Aware Boundary Localization to replace the conventional bounding box regression

Abstract:

Current object detection frameworks mainly rely on bounding box regression to localize objects. Despite the remarkable progress in recent years, the precision of bounding box regression remains unsatisfactory, hence limiting performance in object detection. We observe that precise localization requires careful placement of each side of th...More

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