Hand Shape Recognition using Higher Order Local Autocorrelation Features in Log Polar Coordinate Space

Journal of Robotics and Mechatronics

Volumn 15, Issue 3, 2003, Pages 286-292

  Odo, Satoru ^a   Hoshino, Kiyoshi ^b  

^a UNIVERSITY OF THE RYUKYUS   (Japan)

^b UNIVERSITY OF TSUKUBA   (Japan)

Author keywords

gesture recognition; higher order local autocorrelation feature; log polar mapping; monocular camera; multiple regression analysis

Indexed keywords

AUTOCORRELATION; CAMERAS; GESTURE RECOGNITION; IMAGE ENHANCEMENT; MAMMALS; PALMPRINT RECOGNITION;

AUTOCORRELATION FEATURES; COORDINATE SPACE; GESTURES RECOGNITION; HAND SHAPE; HIGH ORDER LOCAL AUTOCORRELATION FEATURE; HIGHER ORDER LOCAL AUTOCORRELATION; LOG POLAR COORDINATES; LOG-POLAR MAPPING; MONOCULAR CAMERAS; MULTIPLE REGRESSION ANALYSIS;

REGRESSION ANALYSIS;

EID: 64949177208     PISSN: 09153942     EISSN: 18838049     Source Type: Journal    
DOI: 10.20965/jrm.2003.p0286     Document Type: Article

References (13)

1. Junichi Miyao, "Pedagogy based on sign language word characteristics for a sign language learning system", IEICE Transactions D-I,(in Japanese) vol.J83-D-I no.10, pp.1120-1128, 2000.
2. Hideyuki Sawada and Shuji Hashimoto, "Gesture recognition using acceleration sensor and its application for musical performance control", IEICE Transactions A (in Japanese) vol.79-A no.2, pp.452-459,1996.
3. Takahiro Watanabe, Chil-Woo Lee, and Masahiko Yachida, "Real time gesture recognition from image sequence for interactive system - application to virtual conductor system", IEICE Transactions D-II (in Japanese). vol.80-D-II. no.6, pp.1571-1580, 1997.
4. Kazuyoshi Yoshino, Toshio Kawashima and Yoshinao Aoki, "Recognition of Japanese Sign Language from Image Sequence Using Color Combination". Proceedings of IEEE International Conference on Image Processing, vol.III, pp.511-514, 1996.
5. Isao Mihara, Yasunobu Yamauchi and Miwako Doi, "A realtime vision-vased interface using motion processor and applications to robotics", IEICE Transactions D-II (in Japanese) vol.J84-D-II, no.9, pp.2070-2078, 2001.
6. Yoshio Matsumoto, Tsukasa Ogasawara and Alexander Zelinsky, "Behavior Recognition Based on Head Pose and Gaze Direction Measurement", Proceedings of 2000 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS'2000), pp.2127-2132, 2000.
7. Ryo Takamatsu and Makoto Sato, "Pointing device based on tracking and recognition of hand with local moments", The transactions of human interface society (in Japanese) vol. no. 1. pp.45-52, 1999.
8. E.L. Schwartz, "Computational anatomy and functional architecture of striate cortex: a spatial mapping approach to perceptual coding," Vision Research, vol.20, no.8, pp.645-668, 1980.
9. Richard Wallace, Ping-Wen Ong, Ben Bederson, and Eric L. Schwanz, "Space Variant Image Processing", International Juarnal of Computer Vision, vol.13, no.l, pp.71-90, 1994.
10. Noboru Okajima, Hiroki Nitta and Wataru Mitsuhashi, "Motion Estimation and Target Tracking in The Log-Polar Geometry", Technical Digest of the 17th Sensor Symposium, pp.381-384, 2000.
11. Giorgio Bonmassar, and Eric L. Schwartz, "Space-Variant Fourier Analysis: The Exponential Chirp Transform", IEEE Pattern Analysis and Machine Vision, vol.19, no.10, pp.l080-1089, 1997.
12. Tomonori Nonaka and Wataru Mitsuhashi, "Design for a foveal sensor and application for application for pattern recognition", Technical Reports of IEICE CEID 2000-313, (in Japanese) pp.77-82, 2001.
13. Takio Kurita, "A study on applications of statistical methods to flexible information processing", Researches of the electrotechnical laboratory, (in Japanese) vol.957, pp. 126-140, 1993.