Research papers used to design FluidStride’s running gait analysis. Our research is mainly focused on human pose estimation and running biomechanics.
Human Pose Estimation
 G. Papandreou, T. Zhu, N. Kanazawa, A. Toshev, J. Tompson, C. Bregler, and K. Murphy, “Towards Accurate Multi-Person Pose Estimation in the Wild,” Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017. [Online]. Available: https://openaccess.thecvf.com/content_cvpr_2017/html/Papandreou_Towards_Accurate_Multi-Person_CVPR_2017_paper.html.
 G. Papandreou, T. Zhu, L.-C. Chen, S. Gidaris, J. Tompson, and K. Murphy, “Personlab: Person pose estimation and instance segmentation with a bottom-up, part-based, geometric embedding model,” Proceedings of the European Conference on Computer Vision (ECCV), 2018. Available: https://openaccess.thecvf.com/content_ECCV_2018/papers/George_Papandreou_PersonLab_Person_Pose_ECCV_2018_paper.pdf.
 Y. Kudo, K. Ogaki, Y. Matsui, and Y. Odagiri, “Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations,” arXiv.org, 22-Mar-2018. [Online]. Available: https://arxiv.org/abs/1803.08244.
 M. Andriluka, L. Pishchulin, P. Gehler, and B. Schiele, “2D Human Pose Estimation: New Benchmark and State of the Art Analysis,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2014.
 C. Ionescu, D. Papava, V. Olaru, and C. Sminchisescu, “Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 36, no. 7, pp. 1325–1339, 2014.
 C. Ionescu, F. Li, and C. Sminchisescu, “Latent structured models for human pose estimation,” 2011 International Conference on Computer Vision, 2011.
 T.-Y. Lin, M. Maire, S. Belongie, L. Bourdev, R. Girshick, J. Hays, P. Perona, D. Ramanan, C. L. Zitnick, and P. Dollár, “Microsoft COCO: Common Objects in Context,” arXiv.org, 21-Feb-2015. [Online]. Available: https://arxiv.org/abs/1405.0312.
 P. D. Leva, “Adjustments to Zatsiorsky-Seluyanov’s segment inertia parameters,” Journal of Biomechanics, vol. 29, no. 9, pp. 1223–1230, 1996.
 T. F. Novacheck, “The biomechanics of running,” Gait & Posture, 21-May-1998. [Online]. Available: https://www.sciencedirect.com/science/article/abs/pii/S0966636297000386?via=ihub.
 T. Exell, M. Gittoes, G. Irwin, and D. Kerwin, “Gait asymmetry: Composite scores for mechanical analyses of sprint running,” Journal of Biomechanics, vol. 45, no. 6, pp. 1108–1111, 2012.
 I. S. Moore, “Is There an Economical Running Technique? A Review of Modifiable Biomechanical Factors Affecting Running Economy,” Sports Medicine, vol. 46, no. 6, pp. 793–807, 2016.
 J. P. Folland, S. J. Allen, M. I. Black, J. C. Handsaker, and S. E. Forrester, “Running Technique is an Important Component of Running Economy and Performance,” Medicine & Science in Sports & Exercise, vol. 49, no. 7, pp. 1412–1423, 2017.