The project aims to advance an in-hand perception technolgy for dexterous manipulation using an anthropomorphic robotic hand. Humans can determine a proper strategy and grasp an object according to its physical attributes and the task context. This project proposes an approach to determine grasping strategy for an anthropomorphic robotic hand simply based on in-hand perception and natural-language descriptions.