Skeleton-aided Articulated Motion Generation Skeleton-aided Articulated Motion Generation
Paper summary Problem --------------- Video generation of human motion given: 1. Single appearance reference image 2. Skeleton motion sequence Datasets ----------- * KTH - grayscale human actions * Human3.6M - color multiview human actions Approach --------------- Conditional GANs. The authors try both Stack GAN and Siamese GAN. The later provides better result. https://preview.ibb.co/ighxQQ/Skeleton_aided_Articulated_Motion_Generation.png Questions ---------------- Isn't using a full sequence of human skeleton motion considered more then a "hint"?
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Skeleton-aided Articulated Motion Generation
Yichao Yan and Jingwei Xu and Bingbing Ni and Xiaokang Yang
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.CV

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