“Evaluating the Quality of a Synthesized Motion With the Fréchet Motion Distance” by Maiorca, Yoon and Dutoit

  • ©Antoine Maiorca, Youngwoo Yoon, and Thierry Dutoit

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Entry Number: 09

Title:

    Evaluating the Quality of a Synthesized Motion With the Fréchet Motion Distance

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References:


    Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei. 2009. ImageNet: a Large-Scale Hierarchical Image Database. In CVPR. IEEE, 248–255.Google Scholar
    Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. 2014. Generative Adversarial Nets. In NIPS.Google Scholar
    Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2015. Deep Residual Learning for Image Recognition. arXiv preprint arXiv:1512.03385(2015).Google Scholar
    Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter. 2017. GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium. In NIPS. 6626–6637.Google Scholar
    Catalin Ionescu, Dragos Papava, Vlad Olaru, and Cristian Sminchisescu. 2014. Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments. IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (2014), 1325–1339.Google Scholar
    Wang Xi, Guillaume Devineau, Fabien Moutarde, and Jie Yang. 2020. Generative Model for Skeletal Human Movements based on conditional DC-GAN applied to pseudo-images. Algorithms 13, 12 (2020), 319.Google Scholar
    Youngwoo Yoon, Bok Cha, Joo-Haeng Lee, Minsu Jang, Jaeyeon Lee, Jaehong Kim, and Geehyuk Lee. 2020. Speech Gesture Generation from the Trimodal Context of Text, Audio, and Speaker Identity. ACM Transactions on Graphics 39, 6 (2020).Google Scholar


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