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# System prepended metadata

title: Mamba 3D Pose Estimation

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**Mamba 3D Pose Estimation**

*PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model - April 2025Proceedings of the AAAI Conference on Artificial Intelligence 39(4):3842-3850*
*----*
*HGMamba: Enhancing 3D Human Pose Estimation
with a HyperGCN-Mamba Network - 10 Apr 2025 - ArXiv*

**PoseMamba**
![image](https://hackmd.io/_uploads/HkjZSIqhlg.png)

![image](https://hackmd.io/_uploads/Sy4vGIqngg.png)
![image](https://hackmd.io/_uploads/rkr-mUc3eg.png)
![image](https://hackmd.io/_uploads/SkrNQIchgx.png)
*SSM*
![image](https://hackmd.io/_uploads/r1BnQUq3gg.png)
![image](https://hackmd.io/_uploads/ryupXU52lg.png)

![image](https://hackmd.io/_uploads/HykW4L9nxl.png)
![image](https://hackmd.io/_uploads/HJeB489hxl.png)
![image](https://hackmd.io/_uploads/HkGL4L5ngl.png)
*Result*
![image](https://hackmd.io/_uploads/H1G_VU5nle.png)
![image](https://hackmd.io/_uploads/rJSTwL9nee.png)


**HGMamba**
![image](https://hackmd.io/_uploads/HJFVrU5hex.png)
![image](https://hackmd.io/_uploads/BkUDrL92gl.png)
![image](https://hackmd.io/_uploads/rymGIUq3lx.png)
![image](https://hackmd.io/_uploads/rkUX8Lq2xg.png)
![image](https://hackmd.io/_uploads/rkzDIL9hxe.png)
![image](https://hackmd.io/_uploads/BJJFIIqhgg.png)
![image](https://hackmd.io/_uploads/BJScII9nlx.png)
![image](https://hackmd.io/_uploads/Hy12UI9hll.png)
![image](https://hackmd.io/_uploads/ryc6LLc2ex.png)
![image](https://hackmd.io/_uploads/Skx1PI9hxg.png)
![image](https://hackmd.io/_uploads/rymlvUchll.png)
![image](https://hackmd.io/_uploads/HJ8rwUchll.png)
![image](https://hackmd.io/_uploads/ByNwv8chxg.png)
