SDPose and Sapiens yield higher BLEU scores (~11.5) than MediaPipe (~10) in pose-based sign language translation, with superior occlusion robustness and fewer missing hand keypoints.
Matthew Loper, Naureen Mahmood, Javier Romero, Gerard Pons-Moll, and Michael J
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Evaluation of Pose Estimation Systems for Sign Language Translation
SDPose and Sapiens yield higher BLEU scores (~11.5) than MediaPipe (~10) in pose-based sign language translation, with superior occlusion robustness and fewer missing hand keypoints.