Kernel method

Recognition of Affect Based on Gait Patterns

Michelle Karg, Kolja Kühnlenz, Martin Buss

Citations: 151 • 2010

A probabilistic model for appearance-based robot localization

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

Citations: 147 • 2001

A Novel Statistical Method for Scene Classification Based on Multi-Object Categorization and Logistic Regression

Abrar Ahmed, Ahmad Jalal, Kibum Kim

Citations: 122 • 2020

Extreme Kernel Sparse Learning for Tactile Object Recognition

Huaping Liu, Jie Qin, Fuchun Sun, Di Guo

Citations: 89 • 2016

A modified support vector data description based novelty detection approach for machinery components

Shijin Wang, Jianbo Yu, Edzel Lapira, Jay Lee

Citations: 67 • 2012

Position estimation using principal components of range data

James L. Crowley, Frank Wallner, Bernt Schiele

Citations: 59 • 2002

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

Liming Li, Jing Zhao, Chunrong Wang, Chaojie Yan

Citations: 50 • 2020

Classifying three imaginary states of the same upper extremity using time-domain features

Mojgan Tavakolan, Zack Frehlick, Xinyi Yong, Carlo Menon

Citations: 48 • 2017

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

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

Citations: 44 • 2004

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

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

Citations: 40 • 2004

A Robust Asymmetric Kernel Function for Bayesian Optimization, With Application to Image Defect Detection in Manufacturing Systems

Areej AlBahar, Inyoung Kim, Xiaowei Yue

Citations: 37 • 2021

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

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

Citations: 37 • 2016

Learning to Recognize Objects from Unseen Modalities

C. Mario Christoudias, Raquel Urtasun, Mathieu Salzmann, Trevor Darrell

Citations: 25 • 2010

Application of support vector machines in detecting hand grasp gestures using a commercially off the shelf wireless myoelectric armband

Farshid Amirabdollahian, Michael L. Walters

Citations: 25 • 2017

Vision based Localization of Mobile Robots using Kernel approaches

Hashem Tamimi, Andreas Zell

Citations: 24 • 2005

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

Zhengkun Yi, Tiantian Xu, Wanfeng Shang, Xinyu Wu

Citations: 21 • 2021

Online Kernel-Based Learning for Task-Space Tracking Robot Control

Duy Nguyen-Tuong, Jan Peters

Citations: 21 • 2012

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

Patrick J. W. Koelewijn, Roland Tóth

Citations: 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

Citations: 19 • 2016

TuNa-AI: A Hybrid Kernel Machine To Design Tunable Nanoparticles for Drug Delivery

Zilu Zhang, Yan Xiang, Ivan Spasojević, Ping Fan, Ava Heffernan, Christine E. Eyler, Kris C. Wood, Zachary C. Hartman, Daniel Reker

Citations: 18 • 2025