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IEEE Transactions on Image Processing

Issue 1 • Date Jan. 2004

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Displaying Results 1 - 18 of 18
  • Table of contents

    Publication Year: 2004, Page(s): 01
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  • IEEE Transactions on Image Processing Society Information

    Publication Year: 2004, Page(s): 0_2
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  • Texture decomposition by harmonics extraction from higher order statistics

    Publication Year: 2004, Page(s):1 - 14
    Cited by:  Papers (18)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1485 KB) | HTML iconHTML

    In this paper, a method of harmonics extraction from Higher Order Statistics (HOS) is developed for texture decomposition. We show that the diagonal slice of the fourth-order cumulants is proportional to the autocorrelation of a related noiseless sinusoidal signal with identical frequencies. We propose to use this fourth-order cumulants slice to estimate a power spectrum from which the harmonic fr... View full abstract»

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  • Gridline: automatic grid alignment DNA microarray scans

    Publication Year: 2004, Page(s):15 - 25
    Cited by:  Papers (41)  |  Patents (17)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1314 KB) | HTML iconHTML

    We present a new automatic grid alignment algorithm for detecting two-dimensional (2-D) arrays of spots in DNA microarray images. Our motivation for this work is the lack of automation in high-throughput microarray data analysis that leads to a) spatial inaccuracy of located spots and hence inaccuracy of extracted information from a spot and b) inconsistency of extracted features due to manual sel... View full abstract»

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  • Context modeling based on context quantization with application in wavelet image coding

    Publication Year: 2004, Page(s):26 - 32
    Cited by:  Papers (24)  |  Patents (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (191 KB) | HTML iconHTML

    Context modeling is widely used in image coding to improve the compression performance. However, with no special treatment, the expected compression gain will be cancelled by the model cost introduced by high order context models. Context quantization is an efficient method to deal with this problem. In this paper, we analyze the general context quantization problem in detail and show that context... View full abstract»

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  • Super-resolution reconstruction of compressed video using transform-domain statistics

    Publication Year: 2004, Page(s):33 - 43
    Cited by:  Papers (39)  |  Patents (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (516 KB) | HTML iconHTML

    Considerable attention has been directed to the problem of producing high-resolution video and still images from multiple low-resolution images. This multiframe reconstruction, also known as super-resolution reconstruction, is beginning to be applied to compressed video. Super-resolution techniques that have been designed for raw (i.e., uncompressed) video may not be effective when applied to comp... View full abstract»

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  • A generalized model for scratch detection

    Publication Year: 2004, Page(s):44 - 50
    Cited by:  Papers (53)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (451 KB) | HTML iconHTML

    This paper presents a generalization of Kokaram's model for scratch lines detection on digital film materials. It is based on the assumption that scratch is not purely additive on a given image but shows also a destroying effect. This result allows us to design a more efficacious scratch detector which performs on a hierarchical representation of a degraded image, i.e., on its cross section local ... View full abstract»

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  • Lip image segmentation using fuzzy clustering incorporating an elliptic shape function

    Publication Year: 2004, Page(s):51 - 62
    Cited by:  Papers (51)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (659 KB) | HTML iconHTML

    Recently, lip image analysis has received much attention because its visual information is shown to provide improvement for speech recognition and speaker authentication. Lip image segmentation plays an important role in lip image analysis. In this paper, a new fuzzy clustering method for lip image segmentation is presented. This clustering method takes both the color information and the spatial d... View full abstract»

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  • Nonlinear color space and spatiotemporal MRF for hierarchical segmentation of face features in video

    Publication Year: 2004, Page(s):63 - 71
    Cited by:  Papers (44)  |  Patents (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (584 KB) | HTML iconHTML

    This paper deals with the low-level joint processing of color and motion for robust face analysis within a feature-based approach. To gain robustness and contrast under unsupervised viewing conditions, a nonlinear color transform relevant for hue segmentation is derived from a logarithmic model. A hierarchical segmentation scheme is based on Markov random field modeling, that combines hue and moti... View full abstract»

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  • Maximum likelihood localization of 2-D patterns in the Gauss-Laguerre transform domain: theoretic framework and preliminary results

    Publication Year: 2004, Page(s):72 - 86
    Cited by:  Papers (18)  |  Patents (2)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (595 KB) | HTML iconHTML

    Usual approaches to localization, i.e., joint estimation of position, orientation and scale of a bidimensional pattern employ suboptimum techniques based on invariant signatures, which allow for position estimation independent of scale and orientation. In this paper a Maximum Likelihood method for pattern localization working in the Gauss-Laguerre Transform (GLT) domain is presented. The GLT is ba... View full abstract»

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  • Automatic detection and recognition of signs from natural scenes

    Publication Year: 2004, Page(s):87 - 99
    Cited by:  Papers (104)  |  Patents (5)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1248 KB) | HTML iconHTML

    In this paper, we present an approach to automatic detection and recognition of signs from natural scenes, and its application to a sign translation task. The proposed approach embeds multiresolution and multiscale edge detection, adaptive searching, color analysis, and affine rectification in a hierarchical framework for sign detection, with different emphases at each phase to handle the text in ... View full abstract»

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  • Discussion of "On the Specification of Repair Time Requirements"

    Publication Year: 2004, Page(s):100 - 105
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1756 KB) | HTML iconHTML

    First Page of the Article
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  • IEEE Transactions on Image Processing Society Information EDICS

    Publication Year: 2004, Page(s): 106
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  • IEEE Transactions on Image Processing Society Information for authors

    Publication Year: 2004, Page(s):107 - 108
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  • IEEE Transactions on Speech and Audio Processing Special Issue on Data Mining of Speech, Audio and Dialog

    Publication Year: 2004, Page(s): 109
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  • Call for Nominations: Paper Awards of the IEEE Signal Processing Society

    Publication Year: 2004, Page(s): 110
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  • IEEE copyright form

    Publication Year: 2004, Page(s):111 - 112
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  • IEEE Signal Processing Society Information

    Publication Year: 2004, Page(s): 0_3
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Aims & Scope

IEEE Transactions on Image Processing focuses on signal-processing aspects of image processing, imaging systems, and image scanning, display, and printing.

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Meet Our Editors

Editor-in-Chief
Scott Acton
University of Virginia
Charlottesville, VA, USA
E-mail: acton@virginia.edu 
Phone: +1 434-982-2003