Nature

Frame points attention convolution for deep learning on point cloud

Point Cloud can be considered as non-Euclidean structure data since it is disordered and irregular. When training on point cloud, it is difficult to apply spatial discrete convolution directly. In ...
Nature

Deep atrous context convolution generative adversarial network with corner key point extracted feature for nuts classification

Deep learning-based nut classification has emerged as a viable way to automate the detection and categorization of different nut varieties in the food processing and agriculture sectors. Conventional ...