3D human shape and pose estimation is the essential task for human motion analysis, which is widely used in many 3D applications. However, existing methods cannot simultaneously capture the relations ...

To carry out cell counting, it is common to use neural network models with an encoder-decoder structure to generate regression density maps. In the encoder-decoder structure, skip connections are ...

Decoder: The second part of U-Net, responsible for reconstructing the segmented image. This section generally includes upsampling layers and convolutional layers that return the dimensions of the ...