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- W4383180414 abstract "We introduce a novel one-stage end-to-end multi-person 2D pose estimation algorithm, known as Joint Coordinate Regression and Association (JCRA), that produces human pose joints and associations without requiring any post-processing. The proposed algorithm is fast, accurate, effective, and simple. The one-stage end-to-end network architecture significantly improves the inference speed of JCRA. Meanwhile, we devised a symmetric network structure for both the encoder and decoder, which ensures high accuracy in identifying keypoints. It follows an architecture that directly outputs part positions via a transformer network, resulting in a significant improvement in performance. Extensive experiments on the MS COCO and CrowdPose benchmarks demonstrate that JCRA outperforms state-of-the-art approaches in both accuracy and efficiency. Moreover, JCRA demonstrates 69.2 mAP and is 78% faster at inference acceleration than previous state-of-the-art bottom-up algorithms. The code for this algorithm will be publicly available." @default.
- W4383180414 created "2023-07-05" @default.
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- W4383180414 date "2023-07-03" @default.
- W4383180414 modified "2023-09-23" @default.
- W4383180414 title "Joint Coordinate Regression and Association For Multi-Person Pose Estimation, A Pure Neural Network Approach" @default.
- W4383180414 doi "https://doi.org/10.48550/arxiv.2307.01004" @default.
- W4383180414 hasPublicationYear "2023" @default.
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