Titlebook: Computer Vision -- ECCV 2010; 11th European Confer Kostas Daniilidis,Petros Maragos,Nikos Paragios Conference proceedings 2010 Springer-Ver

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Part-Based Feature Synthesis for Human Detectionand Caltech pedestrian datasets) and a new challenging dataset of children images in difficult poses. The evaluation suggests that our approach is on a par with the best current methods and advances the state-of-the-art on the Caltech pedestrian training dataset.

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Improving the Fisher Kernel for Large-Scale Image Classificationrs: ImageNet and Flickr groups. In an evaluation involving hundreds of thousands of training images we show that classifiers learned on Flickr groups perform surprisingly well (although they were not intended for this purpose) and that they can complement classifiers learned on more carefully annota

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Towards Optimal Naive Bayes Nearest Neighbory generalizes to optimal combinations of feature types. Experiments conducted on several datasets show that the gain over the original NBNN may attain up to 20 percentage points. We also take advantage of the linearity of optimal NBNN to perform classification by detection through efficient sub-wind

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Every Picture Tells a Story: Generating Sentences from Imagescribe a system that can compute a score linking an image to a sentence. This score can be used to attach a descriptive sentence to a given image, or to obtain images that illustrate a given sentence. The score is obtained by comparing an estimate of meaning obtained from the image to one obtained fr

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