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IGARSS
2009
13 years 5 months ago
Kernel Principal Component Analysis for the Construction of the Extended Morphological Profile
Kernel Principal Component Analysis (KPCA) is investigated for feature extraction from hyperspectral remotesensing data. Features extracted using KPCA are used to construct the Ex...
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benedi...
PAMI
2008
153views more  PAMI 2008»
13 years 7 months ago
Correlation Metric for Generalized Feature Extraction
Beyond conventional linear and kernel-based feature extraction, we present a more generalized formulation for feature extraction in this paper. Two representative algorithms using ...
Yun Fu, Shuicheng Yan, Thomas S. Huang
ICRA
2010
IEEE
96views Robotics» more  ICRA 2010»
13 years 6 months ago
Port-Hamiltonian analysis of a novel robotic finger concept for minimal actuation variable impedance grasping
Abstract— This paper introduces a novel robotic finger concept for variable impedance grasping in unstructured tasks. A brief literature survey reveals the need for minimal comp...
Martin Wassink, Raffaella Carloni, Stefano Stramig...
PAMI
2007
127views more  PAMI 2007»
13 years 7 months ago
Text-Independent Writer Identification and Verification Using Textural and Allographic Features
—The identification of a person on the basis of scanned images of handwriting is a useful biometric modality with application in forensic and historic document analysis and const...
Marius Bulacu, Lambert Schomaker
TASLP
2008
158views more  TASLP 2008»
13 years 7 months ago
Score-Independent Audio Features for Description of Music Expression
Abstract--During a music performance, the musician adds expressiveness to the musical message by changing timing, dynamics, and timbre of the musical events to communicate an expre...
Luca Mion, Giovanni De Poli