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The detection of upper bodies is fundamental to many computer vision tasks, with human pose estimation being our focus. Accurate upper body detection improves the robustness and reduces the search space for top-down as well as bottom-up approaches for pose estimation. This paper focuses on a particularly challenging task of detecting upper bodies from unconstrained still images. We propose a method...
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