Nature

Pseudo-depth-based deep neural network model for object detection

Current machine learning methods only utilize the three-channel color features of optical images for computer visual tasks. However, the optical images only explicitly present information of RGB color ...
Nature

Optimization of deep learning-based faster R-CNN network for vehicle detection

Object detection is a critical task in computer vision, involving the identification and localization of objects within an image 1. Object detection algorithms typically extract meaningful results ...