PolarDepth

The source code and dataset will be publicly available soon.

PolarDepth: Monocular Transparent Object Depth from Polar-Physics Priors

Wen Dong, Haiyang Mei, Yinglian Ji, Zijun Zhang, Wenyuan Zhang, Pengwei Luo, Bo Dong, Shengfeng He, Xin Yang

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Citation

Please cite our paper if you find it is useful:

@article{dong2026polardep,  
  title={PolarDepth: Monocular Transparent Object Depth from Polar-Physics Priors},
  author={Dong, Wen and Mei, Haiyang and Ji, Yinglian and Zhang, Zijun and Zhang, Wenyuan and Luo Pengwei and Dong, Bo and He, Shengfeng and Yang, Xin},
  journal={Forty-third International Conference on Machine Learning},
  year={2026}, 
}