Motion Feature Quantification of Different Roles in Nihon-Buyo Dance

نویسندگان

  • Mamiko Sakata
  • Mieko Marumo
  • Kozaburo Hachimura
چکیده

As the development of smart biped robots has been thriving, research and development of personal robots with unique personalities will become an important issue in the next decade. For instance, we might want to have robots capable of affording us pleasure by chatting, singing or joking with us in our homes. Most of these functions are realized by verbal communications. However, motion of a whole body, namely non-verbal communication, also plays an important role. We can get information concerning the personality of a subject when we observe his or her body motion. We may receive various impressions through their body motions. This means that human body movements convey emotion and the personality of the individual. Personality might be the involuntary and continuous expression of emotions, which are peculiar to an individual. The aim of our research is to investigate the mechanism of expressing personality through body motions, the mechanism of how we get emotional impressions from body motions, and finally to investigate what kind of motion we should give robots in order to make them express specific personality and/or emotional impressions. For this purpose, we employ Kansei information processing techniques, motion capturing, feature extraction from motion data and some statistical analyses, including regression analysis. The word “Kansei” is a Japanese word which is used to express some terms like “feeling” and “sensibility” in English. Kansei information processing is a method of extracting some features which are related to Kansei conveyed by the media we receive or, in contrast, a method of adding or generating some Kansei features to media produced by computers. In Kansei-related research, some types of psychological experiments are indispensable in order to measure the Kansei factor which humans receive. With this methodology we can measure quantitatively, for instance, the effect of a color, or combination of colors, on an observer. We employ motion-capturing techniques for obtaining human body movements, which has become common among the communities of film and CG animation production. Several systems are commercially available nowadays. For this investigation, we used the motions of Nihon-buyo, which is a Japanese traditional dance. The reasons why we chose this type of traditional dance form are as follows: First

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

Leg Motion Primitives for a Humanoid Robot to Imitate Human Dances

The goal of the study described in this paper is to develop a total technology for archiving human dance motions. A key feature of this technology is a dance replay by a humanoid robot. Although human dance motions can be acquired by a motion capture system, a robot cannot exactly follow the captured data because of different body structure and physical properties between the human and the robo...

متن کامل

Perceptually motivated automatic dance motion generation for music

In this paper, we describe a novel method to automatically generate synchronized dance motion that is perceptually matched to a given musical piece. The proposed method extracts 30 musical features from musical data as well as 37 motion features from motion data. A matching process is then performed between the two feature spaces considering the correspondence of the relative changes in both fe...

متن کامل

Let's Dance: Learning From Online Dance Videos

In recent years, deep neural network approaches have naturally extended to the video domain, in their simplest case by aggregating per-frame classifications as a baseline for action recognition. A majority of the work in this area extends from the imaging domain, leading to visual-feature heavy approaches on temporal data. To address this issue we introduce “Let’s Dance”, a 1000 video dataset (...

متن کامل

Dancing-to-Music Character Animation

In computer graphics, considerable research has been conducted on realistic human motion synthesis. However, most research does not consider human emotional aspects, which often strongly affect human motion. This paper presents a new approach for synthesizing dance performance matched to input music, based on the emotional aspects of dance performance. Our method consists of a motion analysis, ...

متن کامل

Dance Pose Identification from Motion Capture Data: A Comparison of Classifiers "2279

In this paper, we scrutinize the effectiveness of classification techniques in recognizing dance types based on motion-captured human skeleton data. In particular, the goal is to identify poses which are characteristic for each dance performed, based on information on body joints, acquired by a Kinect sensor. The datasets used include sequences from six folk dances and their variations. Multipl...

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 2012