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Titlebook: Computer Vision – ECCV 2012; 12th European Confer Andrew Fitzgibbon,Svetlana Lazebnik,Cordelia Schmi Conference proceedings 2012 Springer-V

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楼主: Gullet
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Fast Parameter Sensitivity Analysis of PDE-Based Image Processing Methodsw Monte Carlo runs. To demonstrate the efficiency and simplicity of the approach we show a parameter sensitivity analysis for Perona-Malik diffusion, random walker and Ambrosio-Tortorelli segmentation, and discontinuity-preserving optical flow computation.
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0302-9743 es, 3D reconstruction, visual recognition and classification, visual features and image matching, visual monitoring: action and activities, models, optimisation, learning, visual tracking and image registration, photometry: lighting and colour, and image segmentation.978-3-642-33785-7978-3-642-33786-4Series ISSN 0302-9743 Series E-ISSN 1611-3349
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https://doi.org/10.1007/978-1-349-01974-8that by incorporating dynamics, modelling annotation/sequence specific biases, noise estimation and time warping, DPCTW outperforms state-of-the-art methods for both the aggregation of multiple, yet imperfect expert annotations as well as the alignment of affective behavior.
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Local Higher-Order Statistics (LHS) for Texture Categorization and Facial Analysishen combined with discriminative SVM classifier, consistently achieves state-of-the-art performance on challenging texture and facial analysis datasets outperforming contemporary methods (with similar powerful classifiers).
发表于 2025-3-26 11:03:47 | 显示全部楼层
SEEDS: Superpixels Extracted via Energy-Driven Samplingies and the superpixel color histogram. In a series of experiments, we show that we achieve an excellent compromise between accuracy and efficiency. We are able to achieve a performance comparable to the state-of-the-art, but in real-time on a single Intel i7 CPU at 2.8GHz.
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