SreeGaneshTN / Gait-Recognition---StarGANv2

Multi Domain Image to Image Translation based Gait recognition

Gait-Recognition---StarGANv2

Cross View Gait Recognition using StarGANv2 based on Multi-Domain Image to Image Translation using Single Model.

Status

• Training and Testing in Gait Energy Image of CASIAB
• Training and Testing in GEI of Different Dataset
• Scaling the Project to Pose based Gait Images

References

1.Choi, Y., Uh, Y., Yoo, J., & Ha, J. (2020). StarGAN v2: Diverse Image Synthesis for Multiple Domains. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 8185-8194. Link

2.Zhang, P., Wu, Q., & Xu, J. (2019). VT-GAN: View Transformation GAN for Gait Recognition Across Views. 2019 International Joint Conference on Neural Networks (IJCNN), 1-8. Link