Abstract: 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 ...

Here we develop a customized encoder-decoder U-Net based semantic segmentation model to detect and geolocate this class of defective modules from orthorectified thermal infrared UAV imagery. Aerial ...

Our HOPE-Net model can estimate the 2D and 3D hand and object poses in real-time, given a single image. The architecture of HOPE-Net. The model starts with ResNet as the image encoder and for ...