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Performance Evaluation in Image Processing

  1. We present in this paper a study of unsupervised evaluation criteria that enable the quantification of the quality of an image segmentation result. These evaluation criteria compute some statistics for each re...

    Authors: Sebastien Chabrier, Bruno Emile, Christophe Rosenberger and Helene Laurent

    Citation: EURASIP Journal on Advances in Signal Processing 2006 2006:096306

    Content type: Research Article

    Published on:

  2. Medical imaging applications produce large sets of similar images. Thus a compression technique is necessary to reduce space storage. Lossless compression methods are necessary in such critical applications. S...

    Authors: Samy Ait-Aoudia and Abdelhalim Gabis

    Citation: EURASIP Journal on Advances in Signal Processing 2006 2006:092734

    Content type: Research Article

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  3. We present an accuracy evaluation of a semiautomatic registration technique for 3D volume reconstruction from fluorescent confocal laser scanning microscope (CLSM) imagery. The presented semiautomatic method i...

    Authors: Sang-Chul Lee, Peter Bajcsy, Amy Lin and Robert Folberg

    Citation: EURASIP Journal on Advances in Signal Processing 2006 2006:082480

    Content type: Research Article

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  4. Edge detection has been widely used in computer vision and image processing. However, the performance evaluation of the edge-detection results is still a challenging problem. A major dilemma in edge-detection ...

    Authors: Song Wang, Feng Ge and Tiecheng Liu

    Citation: EURASIP Journal on Advances in Signal Processing 2006 2006:076278

    Content type: Research Article

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  5. Tuning a complete image processing chain (IPC) is not a straightforward task. The first problem to overcome is the evaluation of the whole process. Until now researchers have focused on the evaluation of singl...

    Authors: Yves Lucas, Antonio Domingues, Driss Driouchi and Sylvie Treuillet

    Citation: EURASIP Journal on Advances in Signal Processing 2006 2006:048012

    Content type: Research Article

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  6. We present a unified method for single-stimulus quality assessment of segmented video. This method takes into consideration colour and motion features of a moving sequence and monitors their changes across seg...

    Authors: R Piroddi and T Vlachos

    Citation: EURASIP Journal on Advances in Signal Processing 2006 2006:039482

    Content type: Research Article

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  7. The task considered in this paper is performance evaluation of region segmentation algorithms in the ground-truth-based paradigm. Given a machine segmentation and a ground-truth segmentation, performance measu...

    Authors: Xiaoyi Jiang, Cyril Marti, Christophe Irniger and Horst Bunke

    Citation: EURASIP Journal on Advances in Signal Processing 2006 2006:035909

    Content type: Research Article

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  8. This paper extends the view of image processing performance measure presenting the use of this measure as an actual value in a feedback structure. The idea behind is that the control loop, which is built in th...

    Authors: Danijela Ristić and Axel Gräser

    Citation: EURASIP Journal on Advances in Signal Processing 2006 2006:027848

    Content type: Research Article

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  9. A method for segmentation assessment is proposed. The technique is based on a comparison of the segmentation produced by an algorithm with an ideal segmentation. The procedure to obtain the ideal segmentation ...

    Authors: Rubén Usamentiaga, Daniel F García, Carlos López and Diego González

    Citation: EURASIP Journal on Advances in Signal Processing 2006 2006:021746

    Content type: Research Article

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  10. The need for reliable identification and authentication is driving the increased use of biometric devices and systems. Verification and validation techniques applicable to these systems are rather immature and...

    Authors: Dejan Desovski, Vijai Gandikota, Yan Liu, Yue Jiang and Bojan Cukic

    Citation: EURASIP Journal on Advances in Signal Processing 2006 2006:015940

    Content type: Research Article

    Published on:

  11. Many image segmentation algorithms are known, but often there is an inherent obstacle in the unbiased evaluation of segmentation quality: the absence or lack of a common objective representation for segmentati...

    Authors: Oleg Okun and Matti Pietikäinen

    Citation: EURASIP Journal on Advances in Signal Processing 2006 2006:012093

    Content type: Research Article

    Published on: