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Performance Evaluation in Image Processing

  1. Research Article

    A Method for Single-Stimulus Quality Assessment of Segmented Video

    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...

    R Piroddi and T Vlachos

    EURASIP Journal on Advances in Signal Processing 2006 2006:039482

    Published on: 18 May 2006

  2. Research Article

    A Comparison of Set Redundancy Compression Techniques

    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...

    Samy Ait-Aoudia and Abdelhalim Gabis

    EURASIP Journal on Advances in Signal Processing 2006 2006:092734

    Published on: 2 May 2006

  3. Research Article

    A Method for Assessment of Segmentation Success Considering Uncertainty in the Edge Positions

    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 ...

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

    EURASIP Journal on Advances in Signal Processing 2006 2006:021746

    Published on: 27 April 2006

  4. Research Article

    Verification and Validation of a Fingerprint Image Registration Software

    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...

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

    EURASIP Journal on Advances in Signal Processing 2006 2006:015940

    Published on: 18 April 2006

  5. Research Article

    Design of Experiments for Performance Evaluation and Parameter Tuning of a Road Image Processing Chain

    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...

    Yves Lucas, Antonio Domingues, Driss Driouchi and Sylvie Treuillet

    EURASIP Journal on Advances in Signal Processing 2006 2006:048012

    Published on: 13 April 2006

  6. Research Article

    Performance Measure as Feedback Variable in Image Processing

    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...

    Danijela Ristić and Axel Gräser

    EURASIP Journal on Advances in Signal Processing 2006 2006:027848

    Published on: 27 March 2006

  7. Research Article

    Unsupervised Performance Evaluation of Image Segmentation

    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...

    Sebastien Chabrier, Bruno Emile, Christophe Rosenberger and Helene Laurent

    EURASIP Journal on Advances in Signal Processing 2006 2006:096306

    Published on: 27 March 2006

  8. Research Article

    Distance Measures for Image Segmentation Evaluation

    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...

    Xiaoyi Jiang, Cyril Marti, Christophe Irniger and Horst Bunke

    EURASIP Journal on Advances in Signal Processing 2006 2006:035909

    Published on: 18 March 2006

  9. Research Article

    Video Object Relevance Metrics for Overall Segmentation Quality Evaluation

    Video object segmentation is a task that humans perform efficiently and effectively, but which is difficult for a computer to perform. Since video segmentation plays an important role for many emerging applica...

    Paulo Correia and Fernando Pereira

    EURASIP Journal on Advances in Signal Processing 2006 2006:082195

    Published on: 14 March 2006

  10. Research Article

    Evaluating Edge Detection through Boundary Detection

    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 ...

    Song Wang, Feng Ge and Tiecheng Liu

    EURASIP Journal on Advances in Signal Processing 2006 2006:076278

    Published on: 28 February 2006