Principal component analysis for feature extraction of image sequence

CCTAE 2010 - 2010 International Conference on Computer and Communication Technologies in Agriculture Engineering

Volumn 1, Issue , 2010, Pages 250-253

  Xiao, Binjie ^a  

^a Department of Control Science and Engineering   (China)

Author keywords

Defects detection; Features extraction; Image series; Principal component analysis component; Woods surface inspection

Indexed keywords

CLASSIFICATION AND RECOGNITION; DEFECTS DETECTION; FEATURES EXTRACTION; IMAGE SEQUENCE; IMAGE SERIES; PCA (PRINCIPAL COMPONENT ANALYSIS); PRINCIPAL COMPONENTS;

AGRICULTURE; FEATURE EXTRACTION; IMAGE PROCESSING; SURFACE DEFECTS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 77956492890     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCTAE.2010.5544358     Document Type: Conference Paper

References (8)

1. Luis Nachtigall and Fernando Puente León. Merkmalsextraktion aus Bildserien mittels der Independent Component Analyse. In Gert Goch editor, XXIII. Messtechnisches Symposium des Arbeitskreises der Hochschullehrer für Messtechnik e. V. (AHMT), Pages 227-239, Shaker Verlag, Aachen, 2009.
2. Elias N. Malamas, Eutipides Petrakis, Michaiis Zervakis, Laurent Petit, Jean-Dider Legat. A Survey on industrial vision systems, applications and tools. Image and vision computing 21(2003) 171-188
3. Ana Pérez Grassi, Miguel Ángel Abián Pérez and Fernando Puente León. Illumination and model-based detection of finishing defects. In Fernando Puente editor, Reports on Distributed Measurement Systems, Pages 31-51, Shaker Verlag, 2008.
4. Duda, Hart, Stork. Pattern classification - 2nd Ed. 200
5. A. Pérez, M. Abián, F. Puente León and R. Pérez:Detection of circular defects on varnished or painted surfaces by image fusion. In: Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, Pages 255-260, 3-6 September 2006, Heidelberg
6. A. Pérez, G. Monti and F. Puente León:Matched-Filter im Beleuchtungsraum zur Detektion kraterfórmiger Defekte auf lackierten Holzoberflächen. In: XVIII. Sensoren und Meßsysteme 2006, 13. ITG/GMA-Fachtagung, Freiburg.
7. Ana Pérez Grassi and Fernando Puente León. Invariant features from series of images to detect and classify varnish defects. In Fernando Puente editor, Reports on Distributed Measurement Systems, Pages 53-67, Shaker Verlag, 2008
8. Ana Pérez Grassi and Fernando Puente León. Invariante Merkmale zur Klassifikation von Defekten aus Beleuchtungsserien. In Technisches Messen, Vol. 75(7-8):455-463, 2008.