1 Dynamic Gesture Recognition using a Smart Glove in 2 Hand - Assisted Laparoscopic Surgery

نویسندگان

  • Lidia Santos
  • Nicola Carbonaro
  • Alessandro Tognetti
  • José Luis González
  • Juan Carlos Fraile
  • Javier Pérez-Turiel
چکیده

This paper presents a system developed for the assistance with a collaborative robot in 12 hand-assisted laparoscopic surgery (HALS). The system includes a sensing glove with 13 piezoresistive sensors which capture continuously the flexion degree of the surgeon's fingers. 14 These data are analyzed using an algorithm that detects and recognize the selected movements. 15 This information is sent as commands to the collaborative robot throughout the surgical operation. 16 The bending patterns, speed and execution times of the movements are modelled in a pre-phase in 17 which it will extract all the necessary information for later detection during the motion execution. 18 The results obtained with 10 different volunteers show a high degree of accuracy and a low false 19 discovery rate. 20

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Hand Gesture Interpretation Using Sensing Glove Integrated with Machine Learning Algorithms

In this paper, we present a low cost design for a smart glove that can perform sign language recognition to assist the speech impaired people. Specifically, we have designed and developed an Assistive Hand Gesture Interpreter that recognizes hand movements relevant to the American Sign Language (ASL) and translates them into text for display on a Thin-Film-Transistor Liquid Crystal Display (TFT...

متن کامل

Real Time Hand Tracking and 3d Gesture Recognition for Interactive Interfaces Using Hmm

In this study we have developed a humancomputer interaction interface (HCI) based on real time hand tracking and 3D dynamic gesture recognition using Hidden Markov Models (HMM). We propose a system, which captures and recognizes hand gestures of the user wearing a colored glove, where the hand coordinates are obtained via 3D reconstruction from stereo. In recognition of eight defined gestures, ...

متن کامل

Hand Data Glove: A Wearable Real-Time Device for Human- Computer Interaction

In this paper, a real-time Human-Computer Interaction (HCI) based on the hand data glove and K-NN classifier for gesture recognition is proposed. HCI is moving more and more natural and intuitive way to be used. One of the important parts of our body is our hand which is most frequently used for the Interaction in Digital Environment and thus complexity and flexibility of motion of hands are th...

متن کامل

Applying mean shift and motion detection approaches to hand tracking in sign language

Hand gesture recognition is very important to communicate in sign language. In this paper, an effective object tracking and hand gesture recognition method is proposed. This method is combination of two well-known approaches, the mean shift and the motion detection algorithm. The mean shift algorithm can track objects based on the color, then when hand passes the face occlusion happens. Several...

متن کامل

Wireless Static Hand Gesture Recognition with Accelerometers - The Acceleration Sensing Glove

Seth Hollar, John Kangchun Perng, Kristofer S. J. Pister [email protected] Berkeley Sensor & Actuator Center University of California, Berkeley 497 Cory Hall Berkeley, CA 94720 (510) 643-2236 Abstract A glove with six 2-axis accelerometers on the finger tips and back of the hand is demonstrated using commercial-off-the-shelf components. With an RF transmitter, the glove can act as ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2017