Kernel principal component analysis

Recognition of Affect Based on Gait Patterns

Michelle Karg, Kolja Kühnlenz, Martin Buss

引用数: 151 • 2010

A probabilistic model for appearance-based robot localization

Ben Kröse, Nikos Vlassis, R. Bunschoten, Yoichi Motomura

引用数: 147 • 2001

Position estimation using principal components of range data

James L. Crowley, Frank Wallner, Bernt Schiele

引用数: 59 • 2002

Comprehensive evaluation of robotic global performance based on modified principal component analysis

Liming Li, Jing Zhao, Chunrong Wang, Chaojie Yan

引用数: 50 • 2020

Statistical variability in nonlinear spaces: application to shape analysis and dt-mri

P. Thomas Fletcher, Stephen M. Pizer, Sarang Joshi

引用数: 44 • 2004

Multiple View Feature Descriptors from Image Sequences via Kernel Principal Component Analysis

Jason Meltzer, Ming–Hsuan Yang, Rakesh Gupta, Stefano Soatto

引用数: 40 • 2004

A Kernel-Based PCA Approach to Model Reduction of Linear Parameter-Varying Systems

Syed Z. Rizvi, Javad Mohammadpour, Roland Tóth, Nader Meskin

引用数: 37 • 2016

Vision based Localization of Mobile Robots using Kernel approaches

Hashem Tamimi, Andreas Zell

引用数: 24 • 2005

Touch Modality Identification With Tensorial Tactile Signals: A Kernel-Based Approach

Zhengkun Yi, Tiantian Xu, Wanfeng Shang, Xinyu Wu

引用数: 21 • 2021

Scheduling Dimension Reduction of LPV Models - A Deep Neural Network Approach

Patrick J. W. Koelewijn, Roland Tóth

引用数: 20 • 2020

EEG efficient classification of imagined hand movement using RBF kernel SVM

Rihab Bousseta, Salma Tayeb, Issam El Ouakouak, Mourad Gharbi, Fakhita Regragui, Mohamed Majid Himmi

引用数: 19 • 2016

Human Walking Pattern Recognition Based on KPCA and SVM with Ground Reflex Pressure Signal

Zhaoqin Peng, Chun Cao, Qiusheng Liu, Wentao Pan

引用数: 16 • 2013

Global visual localization of mobile robots using kernel principal component analysis

Hashem Tamimi, Andreas Zell

引用数: 16 • 2005

Real-time emotion identification for socially intelligent robots

Rami Alazrai, C. S. George Lee

引用数: 13 • 2012

A Novel Mittag-Leffler Kernel Based Hybrid Fault Diagnosis Method for Wheeled Robot Driving System

Xianfeng Yuan, Mumin Song, Fengyu Zhou, Zhumin Chen, Yan Li

引用数: 13 • 2015

An Efficient ORB based Face Recognition framework for Human-Robot Interaction

A. Vinay, Ajaykumar S. Cholin, Aditya Bhat, K. N. Balasubramanya Murthy

引用数: 13 • 2018

Interval type-2 fuzzy kernel based support vector machine algorithm for scene classification of humanoid robot

Zhi Liu, Shuqiong Xu, Yun Zhang, Xin Chen, C. L. Philip Chen

引用数: 12 • 2013

Online identification using radial basis function neural network coupled with KPCA

Ayachi Errachdi, Mohamed Benrejeb

引用数: 12 • 2016

A Porcine Abdomen Cutting Robot System Using Binocular Vision Techniques Based on Kernel Principal Component Analysis

Ming Cong, Jiaqi Zhang, Yu Du, Yahui Wang, Xu Yu, Dong Liu

引用数: 12 • 2020

Monte Carlo Filtering Using Kernel Embedding of Distributions

Motonobu Kanagawa, Yu Nishiyama, Arthur Gretton, Kenji Fukumizu

引用数: 12 • 2014