Deep Kinematic Pose Regression

Felzenszwalb, P.F., Huttenlocher, D.P.: Pictorial structures for object recognition. International Journal of Computer Vision 61(1), 55–79 (2005)

2005

Earlier work this paper cites.

Paysan, P., Knothe, R., Amberg, B., Romdhani, S., Vetter, T.: A 3d face model for pose and illumination invariant face recognition. In: Advanced video and signal based surveillance, 2009. AVSS’09. Sixth IEEE International Conference on. pp. 296–301. IEEE (2009)

2009

Earlier work this paper cites.

Johnson, S., Everingham, M.: Learning effective human pose estimation from inaccurate annotation. In: Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on. pp. 1465–1472. IEEE (2011)

2011

Earlier work this paper cites.

Yang, Y., Ramanan, D.: Articulated pose estimation with flexible mixtures-of-parts. In: Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on. pp. 1385–1392. IEEE (2011)

2011

Earlier work this paper cites.

Pishchulin, L., Andriluka, M., Gehler, P., Schiele, B.: Poselet conditioned pictorial structures. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2013)

2013

Earlier work this paper cites.

Shotton, J., Girshick, R., Fitzgibbon, A., Sharp, T., Cook, M., Finocchio, M., Moore, R., Kohli, P., Criminisi, A., Kipman, A., et al.: Efficient human pose estimation from single depth images. IEEE Transactions on Pattern Analysis and Machine Intelligence 35(12), 2821–2840 (2013)

2013

Earlier work this paper cites.

Belagiannis, V., Amin, S., Andriluka, M., Schiele, B., Navab, N., Ilic, S.: 3d pictorial structures for multiple human pose estimation. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2014)

2014

Earlier work this paper cites.

Cao, C., Weng, Y., Zhou, S., Tong, Y., Zhou, K.: Facewarehouse: A 3d facial expression database for visual computing. IEEE Transactions on Visualization and Computer Graphics 20(3), 413–425 (2014)

2014

Earlier work this paper cites.

Ionescu, C., Papava, D., Olaru, V., Sminchisescu, C.: Human3. 6m: Large scale datasets and predictive methods for 3d human sensing in natural environments. IEEE transactions on pattern analysis and machine intelligence 36(7), 1325–1339 (2014)

2014

Earlier work this paper cites.

Ionescu, C., Papava, D., Olaru, V., Sminchisescu, C.: Human3.6m: Large scale datasets and predictive methods for 3d human sensing in natural environments. IEEE Transactions on Pattern Analysis and Machine Intelligence 36(7), 1325–1339 (jul 2014)

2014

Earlier work this paper cites.

Jia, Y., Shelhamer, E., Donahue, J., Karayev, S., Long, J., Girshick, R., Guadarrama, S., Darrell, T.: Caffe: Convolutional architecture for fast feature embedding. arXiv preprint arXiv:1408.5093 (2014)

Original

2014

Earlier work this paper cites.

Li, S., Chan, A.B.: 3d human pose estimation from monocular images with deep convolutional neural network. In: Asian Conference on Computer Vision. pp. 332–347. Springer (2014)

2014

Earlier work this paper cites.

Russakovsky, O., Deng, J., Su, H., Krause, J., Satheesh, S., Ma, S., Huang, Z., Karpathy, A., Khosla, A., Bernstein, M.S., Berg, A.C., Li, F.: Imagenet large scale visual recognition challenge. CoRR abs/1409.0575 (2014), http://arxiv.org/abs/1409.0575

Original

2014

Earlier work this paper cites.

Tompson, J., Stein, M., Lecun, Y., Perlin, K.: Real-time continuous pose recovery of human hands using convolutional networks. ACM Transactions on Graphics 33 (August 2014)

2014

Earlier work this paper cites.

Toshev, A., Szegedy, C.: Deeppose: Human pose estimation via deep neural networks. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 1653–1660 (2014)

2014

Cited alongside, same era.

Wang, C., Wang, Y., Lin, Z., Yuille, A.L., Gao, W.: Robust estimation of 3d human poses from a single image. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2014)

2014

Cited alongside, same era.

Akhter, I., Black, M.J.: Pose-conditioned joint angle limits for 3d human pose reconstruction. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 1446–1455 (2015)

2015

Cited alongside, same era.

Choi, C., Sinha, A., Hee Choi, J., Jang, S., Ramani, K.: A collaborative filtering approach to real-time hand pose estimation. In: The IEEE International Conference on Computer Vision (ICCV) (December 2015)

2015

Cited alongside, same era.

Zhu, M., Zhou, X., Daniilidis, K.: Single image pop-up from discriminatively learned parts. In: The IEEE International Conference on Computer Vision (ICCV) (December 2015)

2015

Later among the works it cites.

Carreira, J., Agrawal, P., Fragkiadaki, K., Malik, J.: Human pose estimation with iterative error feedback. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2016)

2016

Closest in time.

Ge, L., Liang, H., Yuan, J., Thalmann, D.: Robust 3d hand pose estimation in single depth images: From single-view cnn to multi-view cnns. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2016)

2016

Closest in time.

He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2016)

2016

Closest in time.