HMD-former: a Transformer-based Human Mesh Deformer with Inter-layer Semantic Consistency
Siyu Zou,Sheng Liu,Chaonan Li,Lu Yao,Shengyong Chen,Siyu Zou,Sheng Liu,Chaonan Li,Lu Yao,Shengyong Chen
We present a transformer-based network, Human Mesh Deformer (HMD-former), to tackle the problem of 3D human mesh reconstruction from a single RGB image. HMD-former applies a pre-trained CNN to extract image grid features and a transformer decoder to gradually warp the template 3D mesh to the deformed mesh. On each decoder layer, the fine-grained local information of grid features is well utilized ...
