Toward fast and accurate human pose estimation via soft-gated skip connections

25 Feb 2020Adrian BulatJean KossaifiGeorgios TzimiropoulosMaja Pantic

This paper is on highly accurate and highly efficient human pose estimation. Recent works based on Fully Convolutional Networks (FCNs) have demonstrated excellent results for this difficult problem... (read more)

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Results from the Paper


 Ranked #1 on Pose Estimation on MPII Human Pose (using extra training data)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK USES EXTRA
TRAINING DATA
RESULT BENCHMARK
Pose Estimation Leeds Sports Poses Soft-gated Skip Connections PCK 94.8% # 1
Pose Estimation MPII Human Pose Soft-gated Skip Connections PCKh-0.5 94.1 # 1

Methods used in the Paper