Presentation 2008/10/2
Hand posture estimation with single camera for computer interface
Motomasa TOMIDA, Takanobu TANIMOTO, Satoru ODO, Kiyoshi HOSHINO,
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Abstract(in English) Previous systems for human hand posture estimation have adopted clustered multi-layer database with narrowing of search space by its past estimation results. But once an estimated result at a time is out of the search space, the system can't find out a true value. Our system therefore has adopted non-clustered database with narrowing of search space, rather, coarse search at the first stage with some aspects of hand images, and accurate search at the second stage with HLAC. The experimental results showed that averaged estimation error is -4.51 degrees, and the candidates for accurate search at the second stage are reduced from 20,192 to 85.3, which indicates our system realizes the high accuracy and processing speed as previous system without using the past results.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Hand posture estimation / single camera
Paper # EID2008-24
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Committee EID
Conference Date 2008/10/2(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Hand posture estimation with single camera for computer interface
Sub Title (in English)
Keyword(1) Hand posture estimation
Keyword(2) single camera
1st Author's Name Motomasa TOMIDA
1st Author's Affiliation System information engineering University of tsukuba()
2nd Author's Name Takanobu TANIMOTO
2nd Author's Affiliation System information engineering University of tsukuba
3rd Author's Name Satoru ODO
3rd Author's Affiliation Okinawa University
4th Author's Name Kiyoshi HOSHINO
4th Author's Affiliation System information engineering University of tsukuba
Date 2008/10/2
Paper # EID2008-24
Volume (vol) vol.108
Number (no) 235
Page pp.pp.-
#Pages 4
Date of Issue