SiameseHAR: Siamese-Based Model for Human Activity Classification with FMCW Radars

Author:

Ege Mert,Morgül Ömer

Publisher

Springer Nature Switzerland

Reference22 articles.

1. Chiang, H.C., Moses, R.L., Potter, L.C.: Model-based classification of radar images. IEEE Trans. Inf. Theory 46(5), 1842–1854 (2000)

2. Dollár, P., Rabaud, V., Cottrell, G., Belongie, S.: Behavior recognition via sparse spatio-temporal features. In: 2005 IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance, pp. 65–72. IEEE (2005)

3. Du, Y., Chen, F., Xu, W.: Human interaction representation and recognition through motion decomposition. IEEE Signal Process. Lett. 14(12), 952–955 (2007)

4. Ege, M.: Human activity classification with deep learning using FMCW radar. Ph.D. thesis, Bilkent University (2022)

5. Goodfellow, I., et al.: Generative adversarial nets. In: Advances in Neural Information Processing Systems, vol. 27 (2014)

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