Principal component analysis

Inter-finger coordination and postural synergies in robot hands via mechanical implementation of principal components analysis

Christopher Y. Brown, H. Harry Asada

Citations: 230 • 2007

Speech emotion recognition based on an improved brain emotion learning model

Zhentao Liu, Qiao Xie, Min Wu, Weihua Cao, Ying Mei, Jun-Wei Mao

Citations: 169 • 2018

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

Robotic Disease Detection in Greenhouses: Combined Detection of Powdery Mildew and Tomato Spotted Wilt Virus

Noa Schor, Avital Bechar, Tímea Ignát, Aviv Dombrovsky, Yigal Elad, Sigal Berman

Citations: 143 • 2016

Vehicle sound signature recognition by frequency vector principal component analysis

Huadong Wu, Mel Siegel, P.K. Khosla

Citations: 142 • 2002

Principal components analysis based control of a multi-dof underactuated prosthetic hand

Giulia Matrone, Christian Cipriani, Emanuele Lindo Secco, Giovanni Magenes, Maria Chiara Carrozza

Citations: 127 • 2010

Real-time myoelectric control of a multi-fingered hand prosthesis using principal components analysis

Giulia Matrone, Christian Cipriani, Maria Chiara Carrozza, Giovanni Magenes

Citations: 117 • 2012

Continuous Indian Sign Language Gesture Recognition and Sentence Formation

Kumud Tripathi, Neha Baranwal G.C. Nandi

Citations: 112 • 2015

PCA-Based Parameter Set Mappings for LPV Models With Fewer Parameters and Less Overbounding

A. Kwiatkowski, Herbert Werner

Citations: 103 • 2008

Recognition and reproduction of gestures using a probabilistic framework combining PCA, ICA and HMM

Sylvain Calinon, Aude Billard

Citations: 103 • 2005

Objective estimation of body condition score by modeling cow body shape from digital images

G. Azzaro, Margherita Caccamo, James D. Ferguson, Sebastiano Battiato, Giovanni Maria Farinella, Giuseppe Claudio Guarnera, Giovanni Puglisi, R. Petriglieri, G. Licitra

Citations: 100 • 2011

Audible Sound-Based Intelligent Evaluation for Aluminum Alloy in Robotic Pulsed GTAW: Mechanism, Feature Selection, and Defect Detection

Zhifen Zhang, Guangrui Wen, Shanben Chen

Citations: 100 • 2017

Kinematic synergies of hand grasps: a comprehensive study on a large publicly available dataset

Néstor J. Jarque-Bou, Alessandro Scano, Manfredo Atzori, Henning Müller

Citations: 95 • 2019

sEMG-Based Lower Limb Motion Prediction Using CNN-LSTM with Improved PCA Optimization Algorithm

Meng Zhu, Xiaorong Guan, Zhong Li, Long He, Zheng Wang, Keshu Cai

Citations: 93 • 2022

Assessment of beer quality based on foamability and chemical composition using computer vision algorithms, near infrared spectroscopy and machine learning algorithms

Claudia Gonzalez Viejo, Sigfredo Fuentes, Damir D. Torrico, Kate Howell, Frank R. Dunshea

Citations: 89 • 2017

Feature extraction and classification for EMG signals using linear discriminant analysis

Sachin Negi, Yatindra Kumar, V. M. Mishra

Citations: 82 • 2016

Independent Representations of Limb Axis Length and Orientation in Spinocerebellar Response Components

R. E. Poppele, Gianfranco Bosco, A. Rankin

Citations: 82 • 2002

Movement Primitives, Principal Component Analysis, and the Efficient Generation of Natural Motions

Bokman Lim, Syungkwon Ra, F.C. Park

Citations: 81 • 2005

Weed and Corn Seedling Detection in Field Based on Multi Feature Fusion and Support Vector Machine

Yajun Chen, Zhangnan Wu, Bo Zhao, Caixia Fan, Shuwei Shi

Citations: 79 • 2020