… framework for matches kernels and the selective match kernels for single images, now …
derived from multiple images, described in Sect. 5, and the application on place recognition. …

… In this work we propose a pyramid match kernel – a new kernel … kernel-based learning
methods. Each feature set is mapped to a multiresolution histogram that preserves the individual …

… novel matching method for realtime finding the correspondences among different images
containing … vision, used to align two or more images taken, for example, at different times, from …

… However, it is impractical to use such kernels for large … To address this problem, we propose
efficient match kernels (EMK) that … image classification, we are given a training set of images …

… of an image representation that embeds and aggregates a set of local descriptors into a
single vector. … When two such image representations are compared with the dot-product, the …

… local match kernels between images upon arc-cosine kernels, … local match kernels into a
global match kernel between image … way by kernel alignment and therefore more discriminative. …

… Such images should not be considered as relevant pairs. To tackle this problem, … match
kernel by adaptively calculating the matching thresholds between query and candidate images …

… Finally, unlike the approach we develop here, existing bag-of-words techniques can only
compare entire images to one another, do not allow partial matchings, and cannot be used to …

… with two images as a (non positive definite) kernel, suitable for SVM classification. … In
turn, this allows us to combine our kernel with SVMs in image classification tasks. 3. We …

… match kernel can be solved efficiently using projected gradient method. Weights on each
kernel … of the proposed kernels computed at multiple pyramid levels of image encoding, and we …