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IEEE Transactions on Image Processing

Issue 6 • Date June 2005

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Displaying Results 1 - 19 of 19
  • Table of contents

    Publication Year: 2005, Page(s):c1 - c4
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  • IEEE Transactions on Image Processing publication information

    Publication Year: 2005, Page(s): c2
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  • Learning multiview face subspaces and facial pose estimation using independent component analysis

    Publication Year: 2005, Page(s):705 - 712
    Cited by:  Papers (41)  |  Patents (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (2458 KB) | HTML iconHTML

    An independent component analysis (ICA) based approach is presented for learning view-specific subspace representations of the face object from multiview face examples. ICA, its variants, namely independent subspace analysis (ISA) and topographic independent component analysis (TICA), take into account higher order statistics needed for object view characterization. In contrast, principal componen... View full abstract»

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  • Reconstruction of nonuniformly sampled images in spline spaces

    Publication Year: 2005, Page(s):713 - 725
    Cited by:  Papers (6)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1752 KB) | HTML iconHTML

    This paper presents a novel approach to the reconstruction of images from nonuniformly spaced samples. This problem is often encountered in digital image processing applications. Nonrecursive video coding with motion compensation, spatiotemporal interpolation of video sequences, and generation of new views in multicamera systems are three possible applications. We propose a new reconstruction algo... View full abstract»

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  • Blind deconvolution of images using optimal sparse representations

    Publication Year: 2005, Page(s):726 - 736
    Cited by:  Papers (32)  |  Patents (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (2014 KB) | HTML iconHTML

    The relative Newton algorithm, previously proposed for quasi-maximum likelihood blind source separation and blind deconvolution of one-dimensional signals is generalized for blind deconvolution of images. Smooth approximation of the absolute value is used as the nonlinear term for sparse sources. In addition, we propose a method of sparsification, which allows blind deconvolution of arbitrary sour... View full abstract»

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  • Image reconstruction by linear programming

    Publication Year: 2005, Page(s):737 - 744
    Cited by:  Papers (7)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (590 KB) | HTML iconHTML

    One way of image denoising is to project a noisy image to the subspace of admissible images derived, for instance, by PCA. However, a major drawback of this method is that all pixels are updated by the projection, even when only a few pixels are corrupted by noise or occlusion. We propose a new method to identify the noisy pixels by ℓ1-norm penalization and to update the identifie... View full abstract»

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  • Fast incorporation of optical flow into active polygons

    Publication Year: 2005, Page(s):745 - 759
    Cited by:  Papers (10)  |  Patents (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (4400 KB) | HTML iconHTML

    In this paper, we first reconsider, in a different light, the addition of a prediction step to active contour-based visual tracking using an optical flow and clarify the local computation of the latter along the boundaries of continuous active contours with appropriate regularizers. We subsequently detail our contribution of computing an optical flow-based prediction step directly from the paramet... View full abstract»

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  • Multidimensional orthogonal filter bank characterization and design using the Cayley transform

    Publication Year: 2005, Page(s):760 - 769
    Cited by:  Papers (7)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (848 KB) | HTML iconHTML

    We present a complete characterization and design of orthogonal infinite impulse response (IIR) and finite impulse response (FIR) filter banks in any dimension using the Cayley transform (CT). Traditional design methods for one-dimensional orthogonal filter banks cannot be extended to higher dimensions directly due to the lack of a multidimensional (MD) spectral factorization theorem. In the polyp... View full abstract»

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  • Use of multiresolution wavelet feature pyramids for automatic registration of multisensor imagery

    Publication Year: 2005, Page(s):770 - 782
    Cited by:  Papers (31)  |  Patents (7)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (2747 KB) | HTML iconHTML

    The problem of image registration, or the alignment of two or more images representing the same scene or object, has to be addressed in various disciplines that employ digital imaging. In the area of remote sensing, just like in medical imaging or computer vision, it is necessary to design robust, fast, and widely applicable algorithms that would allow automatic registration of images generated by... View full abstract»

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  • Rotation-invariant multiresolution texture analysis using Radon and wavelet transforms

    Publication Year: 2005, Page(s):783 - 795
    Cited by:  Papers (44)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1622 KB) | HTML iconHTML

    A new rotation-invariant texture-analysis technique using Radon and wavelet transforms is proposed. This technique utilizes the Radon transform to convert the rotation to translation and then applies a translation-invariant wavelet transform to the result to extract texture features. A k-nearest neighbors classifier is employed to classify texture patterns. A method to find the optimal number of p... View full abstract»

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  • Space-dependent color gamut mapping: a variational approach

    Publication Year: 2005, Page(s):796 - 803
    Cited by:  Papers (20)  |  Patents (3)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1367 KB) | HTML iconHTML

    Gamut mapping deals with the need to adjust a color image to fit into the constrained color gamut of a given rendering medium. A typical use for this tool is the reproduction of a color image prior to its printing, such that it exploits best the given printer/medium color gamut, namely the colors the printer can produce on the given medium. Most of the classical gamut mapping methods involve a pix... View full abstract»

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  • Anti-collusion forensics of multimedia fingerprinting using orthogonal modulation

    Publication Year: 2005, Page(s):804 - 821
    Cited by:  Papers (77)  |  Patents (2)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1314 KB) | HTML iconHTML

    Digital fingerprinting is a method for protecting digital data in which fingerprints that are embedded in multimedia are capable of identifying unauthorized use of digital content. A powerful attack that can be employed to reduce this tracing capability is collusion, where several users combine their copies of the same content to attenuate/remove the original fingerprints. In this paper, we study ... View full abstract»

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  • Multipurpose image watermarking algorithm based on multistage vector quantization

    Publication Year: 2005, Page(s):822 - 831
    Cited by:  Papers (70)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (2519 KB) | HTML iconHTML

    The rapid growth of digital multimedia and Internet technologies has made copyright protection, copy protection, and integrity verification three important issues in the digital world. To solve these problems, the digital watermarking technique has been presented and widely researched. Traditional watermarking algorithms are mostly based on discrete transform domains, such as the discrete cosine t... View full abstract»

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  • Background learning for robust face recognition with PCA in the presence of clutter

    Publication Year: 2005, Page(s):832 - 843
    Cited by:  Papers (10)  |  Patents (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (4815 KB) | HTML iconHTML

    We propose a new method within the framework of principal component analysis (PCA) to robustly recognize faces in the presence of clutter. The traditional eigenface recognition (EFR) method, which is based on PCA, works quite well when the input test patterns are faces. However, when confronted with the more general task of recognizing faces appearing against a background, the performance of the E... View full abstract»

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  • IEEE Transactions on Image Processing Edics

    Publication Year: 2005, Page(s): 844
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  • IEEE Transactions on Image Processing Information for authors

    Publication Year: 2005, Page(s):845 - 846
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  • 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'06)

    Publication Year: 2005, Page(s): 847
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  • 2006 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006)

    Publication Year: 2005, Page(s): 848
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  • IEEE Signal Processing Society Information

    Publication Year: 2005, Page(s): c3
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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.

Full Aims & Scope

Meet Our Editors

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