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Statistically consistent image segmentation

2010 IEEE International Conference on Image Processing, 2010
A long studied and important image processing problem is image segmentation. In this paper theoretical properties of some image segmentation methods are investigated. More precisely, we are interested if these methods are statistically consistent, that is, if they can accurately recover the number of segments together with their boundaries in the image
Alexander Aue, Thomas C. M. Lee
openaire   +1 more source

Statistical CLEAN Technique for ISAR Imaging

IEEE Transactions on Geoscience and Remote Sensing, 2007
Inverse synthetic aperture radar (ISAR) images are frequently used in target classification and recognition applications. Some classifiers often require features that can be more easily obtained by extracting scattering centers from ISAR data rather than by reconstructing ISAR images.
MARTORELLA, MARCO   +2 more
openaire   +5 more sources

Statistical image processing and recognition

COMPSAC 79. Proceedings. Computer Software and The IEEE Computer Society's Third International Applications Conference, 1979., 2005
This paper is concerned with the methodologies in statistical image processing and recognition. Specific areas considered are the following: (1) The decision rules in image recognition and their comparative evaluation under finite sample size condition; (2) Statistical feature extraction techniques for image segmentation with emphasis on the ...
openaire   +1 more source

Statistics in bilateral domain: Novel statistics of natural images

2009 IEEE International Symposium on Circuits and Systems, 2009
Recently, there has been a great deal of interest in statistics of natural images in linear domain. However, a detail study of image statistics in non-linear domain on a very large dataset is still missing. In this paper, we analyze natural images' statistics in “bilateral domain” on different sub bands which are generated by the classical bilateral ...
Chao Wang 0063   +4 more
openaire   +1 more source

HIGH ORDER STATISTICS FOR IMAGE CLASSIFICATION

International Journal of Neural Systems, 2001
This paper addresses the problem of image classification using local information which is aggregated to provide global representation of different image classes. Local information is adaptively extracted from an image database using Independent Component Analysis (ICA) which provides a set of localized, oriented, and band-pass filters selective to ...
LABBI, ABDERRAHIM   +2 more
openaire   +3 more sources

Statistics for Image Processing

Pattern Recognition Letters, 2010
Vincent Vigneron, Sylvie Lelandais
openaire   +1 more source

Statistical Image Processing and Graphics.

Journal of the American Statistical Association, 1987
Ronald Thisted   +2 more
openaire   +1 more source

The impact of breast cancer on sexuality, body image, and intimate relationships

Ca-A Cancer Journal for Clinicians, 1991
Leslie R Schover
exaly  

A Comprehensive Survey of Deep Learning for Image Captioning

ACM Computing Surveys, 2019
Md Zakir Hossain   +2 more
exaly  

Objective Assessment of Multiresolution Image Fusion Algorithms for Context Enhancement in Night Vision: A Comparative Study

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012
Erik Blasch, Z Xue, Jiying Zhao
exaly  

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