Self-Learning Based Image Decomposition With Applications to Single Image Denoising

Author

HUANG, De-An¹ ; KANG, Li-Wei² ; FRANK WANG, Yu-Chiang¹ ; LIN, Chia-Wen³
[1] Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan, Province of China
[2] Graduate School of Engineering Science and Technology-Doctoral Program, Department of Computer Science and Information Engineering, National Yunlin University of Science and Technology, Yunlin, Taiwan, Province of China
[3] Department of Electrical Engineering and Institute of Communications Engineering, National Tsing Hua University, Hsinchu, Taiwan, Province of China

Source

IEEE transactions on multimedia. 2014, Vol 16, Num 1, pp 83-93, 11 p ; ref : 26 ref

ISSN

1520-9210

Scientific domain

Computer science; Telecommunications

Publisher

Institute of Electrical and Electronics Engineers, New York, NY

Publication country

United States

Document type

Article

Language

English

Author keyword

Denoising image decomposition rain removal self-learning sparse representation

Keyword (fr)

Adultération Affinité Analyse amas Autoapprentissage Banque image Bruit gaussien Classification Collecte donnée Dictionnaire Entrée sortie Fréquence spatiale Haute fréquence Image bruitée Image multiple Méthode décomposition Pluie Rapport signal bruit Reconstruction image Représentation parcimonieuse Restauration image Robustesse Réduction bruit Sémantique Traitement image Vision ordinateur Accentuation image Apprentissage non supervisé

Keyword (en)

Adulteration Affinity Cluster analysis Self learning Image databank Gaussian noise Classification Data gathering Dictionaries Input output Spatial frequency High frequency Noisy image Multiple image Decomposition method Rain Signal to noise ratio Image reconstruction Sparse representation Image restoration Robustness Noise reduction Semantics Image processing Computer vision Image enhancement Unsupervised learning

Keyword (es)

Adulteración Afinidad Analisis cluster Autodidactismo Banco imagen Ruido gaussiano Clasificación Recolección dato Diccionario Entrada salida Frecuencia espacial Alta frecuencia Imagen sonora Imagen múltiple Método descomposición Lluvia Relación señal ruido Reconstrucción imagen Representación parsimoniosa Restauración imagen Robustez Reducción ruido Semántica Procesamiento imagen Visión ordenador Mejoramiento de imágenes Aprendizaje no supervisado

Classification

Pascal

001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07B Data processing. List processing. Character string processing

Pascal

001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C03 Pattern recognition. Digital image processing. Computational geometry

Pascal

001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A04 Signal and communications theory / 001D04A04A Signal, noise / 001D04A04A2 Detection, estimation, filtering, equalization, prediction

Discipline

Computer science : theoretical automation and systems Telecommunications and information theory

Origin

Inist-CNRS

Database

PASCAL

INIST identifier

28145752

Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS