Front Hair Styling Robot System Using Path Planning for Root-Centric Strand Adjustment

TL;DR

This paper introduces a robotic system for front hair styling that uses path planning and image-based orientation maps to automatically adjust hair strands at the roots, achieving precise and consistent styling.

Contribution

The study presents a novel robotic system that focuses on root-centric strand adjustment for front hair styling using path planning and closed-loop refinement.

Findings

High similarity and consistency in front hair styling achieved

Effective path planning ensures precise strand adjustments

Closed-loop mechanism improves styling accuracy

Abstract

Hair styling is a crucial aspect of personal grooming, significantly influenced by the appearance of front hair. While brushing is commonly used both to detangle hair and for styling purposes, existing research primarily focuses on robotic systems for detangling hair, with limited exploration into robotic hair styling. This research presents a novel robotic system designed to automatically adjust front hairstyles, with an emphasis on path planning for root-centric strand adjustment. The system utilizes images to compare the current hair state with the desired target state through an orientation map of hair strands. By concentrating on the differences in hair orientation and specifically targeting adjustments at the root of each strand, the system performs detailed styling tasks. The path planning approach ensures effective alignment of the hairstyle with the target, and a closed-loop mechanism refines these adjustments to accurately evolve the hairstyle towards the desired outcome. Experimental results demonstrate that the proposed system achieves a high degree of similarity and consistency in front hair styling, showing promising results for automated, precise hairstyle adjustments.