A Video-Based Human Activity and Motion Direction Classification Framework for Agricultural Fields

In farming systems, harvesting operations are tedious, time- and resource-consuming tasks. Deploying a fleet of autonomous robots to work alongside farmworkers may provide vast productivity and logistics benefits. In this context, an intelligent robotic system should monitor human behavior, identify the ongoing activities and anticipate the worker's needs. Unlike other application areas, such as w...