Detection of Finger-Waving Movements using Discrete Fourier Transform and its Application for Equipments Control
-
- ASANO Hidetsugu
- パイオニア株式会社
-
- NAGAYASU Takeshi
- 中央大学大学院
-
- ORIMO Tatsuya
- パイオニア株式会社
-
- TERABAYASHI Kenji
- 静岡大学
-
- OHTA Mutsumi
- パイオニア株式会社
-
- UMEDA Kazunori
- 中央大学
Bibliographic Information
- Other Title
-
- フーリエ変換を用いた指振り検出と機器操作への応用
- フーリエ ヘンカン オ モチイタ ユビ フリ ケンシュツ ト キキ ソウサ エ ノ オウヨウ
Search this article
Abstract
In this paper, a method to detect slight finger-waving from images is proposed. The proposed method converts input images to low-resolution intensity images. To obtain the amplitude spectrum, the method applies windowed-Fourier transform to time series of each pixel in the low-resolution images. The difference value of the amplitude spectrum between 2Hz and the peak of 3 to 6Hz is accumulated as an evaluation value. If the evalutaion value becomes above the threshold value, the pixel is detected as a point with finger-waving movement. The proposed method can detect even slight finger-waving. A gesture interface system using the proposed method with multiple cameras is constructed. The system obtains 3D position of the finger-waving. The position is related to some command and the system controls the equipment.
Journal
-
- Journal of the Japan Society for Precision Engineering
-
Journal of the Japan Society for Precision Engineering 79 (6), 565-570, 2013
The Japan Society for Precision Engineering
- Tweet
Keywords
Details 詳細情報について
-
- CRID
- 1390282679806445312
-
- NII Article ID
- 130003384998
-
- NII Book ID
- AN1003250X
-
- ISSN
- 1882675X
- 09120289
-
- NDL BIB ID
- 024687338
-
- Text Lang
- ja
-
- Data Source
-
- JaLC
- NDL
- Crossref
- CiNii Articles
-
- Abstract License Flag
- Disallowed