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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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Pose Invariant Approach for Face Recognition at Distanceinuity. The online phase is fast where a 2D image with unknown pose is matched with the closest virtual images in sampled poses. Experiments show that our approach outperforms the-state-of-the-art approaches.
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Image Retrieval with Structured Object Queries Using Latent Ranking SVMas latent variables in our model. Our learning method is an extension of the ranking SVM with latent variables, which we call .. We demonstrate image retrieval and ranking results on a dataset with more than a hundred of object classes.
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A Probabilistic Derivative Measure Based on the Distribution of Intensity Differenceo the ground truth than most of previous measures. We apply the proposed measure for block matching and corner detection that compute intensity similarity in the temporal domain and image derivative in the spatial domain, respectively.
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Mixed-Resolution Patch-Matchinges or hash tables used by others. This enables fast parallel implementations on the GPU, yielding upto 70× speedup compared to other iterative approaches. Our approach is best suited when multiple, global matches are needed.
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Conference proceedings 2012 are organized in topical sections on geometry, 2D and 3D shapes, 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.
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The Disabled Body in Contemporary Artrmation, which is discriminative and rotation invariant. Experimental results on the CUReT, Brodatz, KTH-TIPS texture dataset, Flickr Material dataset, and Oxford 102 Flower dataset further demonstrate the superior performance of the proposed feature on texture classification, material recognition and flower recognition tasks.
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Emerging Sounds for Disappearing Computersbased models for foreground and background regions and, in addition, segments each frame in an online framework. The method uses long term trajectories along with a Bayesian filtering framework to estimate motion and appearance models. We compare our method to previous approaches and show results on challenging video sequences.
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