Gesture and posture estimation by using locally linear regression

被引：0

作者：

Iwai, Y ^{[1
]}

Manjoh, K ^{[1
]}

Yachida, M ^{[1
]}

机构：

[1] Osaka Univ, Grad Sch Engn Sci, Toyonaka, Osaka 5608531, Japan

来源：

ARTICULATED MOTION AND DEFORMABLE OBJECTS, PROCEEDINGS | 2002年 / 2492卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Many methods for measuring human motion have been proposed because they can be applied to various fields such as CG animation, virtual reality, and gesture recognition. This paper proposes a method for gesture and posture estimation which uses locally linear regression. We extract face and hand regions from stereo input images, and estimate their 3D positions by stereo matching. Performed gestures are estimated by hand position and velocity, and human posture is also estimated by using locally linear regression.

引用

页码：177 / 188

页数：12

共 50 条

[1] A Locally Linear Estimation of Regression Discontinuity
Ai, Chunrong
Meng, Meixia
FRONTIERS OF ECONOMICS IN CHINA, 2011, 6 (04) : 495 - 506
[2] Groundwater level estimation in northern region of Bangladesh using hybrid locally weighted linear regression and Gaussian process regression modeling
Elbeltagi, Ahmed
Salam, Roquia
Pal, Subodh Chandra
Zerouali, Bilel
Shahid, Shamsuddin
Mallick, Javed
Islam, Md Saiful
Islam, Abu Reza Md Towfiqul
THEORETICAL AND APPLIED CLIMATOLOGY, 2022, 149 (1-2) : 131 - 151
[3] Groundwater level estimation in northern region of Bangladesh using hybrid locally weighted linear regression and Gaussian process regression modeling
Ahmed Elbeltagi
Roquia Salam
Subodh Chandra Pal
Bilel Zerouali
Shamsuddin Shahid
Javed Mallick
Md. Saiful Islam
Abu Reza Md. Towfiqul Islam
Theoretical and Applied Climatology, 2022, 149 : 131 - 151
[4] Locally linear ensemble for regression
Kang, Seokho
Kang, Pilsung
INFORMATION SCIENCES, 2018, 432 : 199 - 209
[5] Power Estimation Using Linear and Logistic Regression
Priyadarsini, K.
Karthik, S.
BIOSCIENCE BIOTECHNOLOGY RESEARCH COMMUNICATIONS, 2020, 13 (10): : 1 - +
[6] Unbalance estimation using linear and nonlinear regression
Naucler, Peter
Soderstrom, Torsten
AUTOMATICA, 2010, 46 (11) : 1752 - 1761
[7] Posture Estimation from Kinect Image Using RVM Regression Analysis
Fujimura, Hiroyuki
Kim, Hyoungseop
Tan, Joo Kooi
Ishikawa, Seiji
2015 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2015, : 1540 - 1542
[8] HDR IMAGE RECONSTRUCTION USING LOCALLY WEIGHTED LINEAR REGRESSION
Li, Xiaofen
Huo, Yongqing
2018 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA & EXPO WORKSHOPS (ICMEW 2018), 2018,
[9] Selective Linear-Regression Model for Hand Posture Discrimination and Grip Force Estimation using Surface Electromyogram Signals
Yamanoi, Yusuke
Morishita, Soichiro
Kato, Ryu
Yokoi, Hiroshi
2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2015, : 4812 - 4815
[10] Local linear estimation for regression models with locally stationary long memory errors
Wang, Lihong
JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2016, 45 (03) : 381 - 394

← 1 2 3 4 5 →