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.
We eval- uate each estimator within an identical translation pipeline to measure its impact on translation qual- ity (Section 4.1)
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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.