การตรวจจับมือสำหรับโปรแกรมดูภาพในห้องผ่าตัดด้วยกล้อง 2 มิติ

Abstract

The objective of this engineering project is to study hand detection for touchless image viewer in the operating room by 2D camera. This is due to the problem of contamination caused by using equipment in the operating room which can lead to infection in patients and medical personnel. Additionally, this aims to improve the efficiency of surgical procedures by using computer equipment for diagnosis and surgical planning. The project consists of three processes: 1) Hand detection, 2) Hand segmentation, and 3) Center error. The experiment will be conducted using sequence images that display hand movement commands for medical image control include 1) Ready, 2) starting the program, 3) Controlling the image commands, 4) Ending the program, and selecting 36 frames for testing. The initial frame used in the experiment is the "ready" position. The accuracy rate for hand detection is 100%, the accuracy rate for hand segmentation is 100%, and the center error detection has an error rate of 11.05 pixels