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Conference Paper
Computational Optical Sensing and Imaging
San Jose, California United States
October 13-15, 2009
ISBN: 978-1-55752-878-0
Joint AO/COSI/SRS Session (JWA)

Adaptive Regression Kernels for Image/Video Restoration and Recognition

Peyman Milanfar

http://dx.doi.org/10.1364/AOPT.2009.JWA2


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Abstract

I present a nonparametric framework for locally-adaptive signal processing and analysis. Without making strong assumptions about noise/signal models, the framework is applicable to many problems including denoising, upscaling, and object detection in images and video.

© 2009 OSA

OCIS Codes
(100.0100) Image processing : Image processing
(100.2000) Image processing : Digital image processing
(100.3008) Image processing : Image recognition, algorithms and filters

Citation
P. Milanfar, "Adaptive Regression Kernels for Image/Video Restoration and Recognition," in Frontiers in Optics 2009/Laser Science XXV/Fall 2009 OSA Optics & Photonics Technical Digest, OSA Technical Digest (CD) (Optical Society of America, 2009), paper JWA2.
http://www.opticsinfobase.org/abstract.cfm?URI=COSI-2009-JWA2


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