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Št. zadetkov: 6
Large Scale Visual Geo-Localization of Images in Mountainous Terrain
Georges Baatz , Michal Irani , Andrea Vedaldi
Video in druga učna gradiva
Oznake: computer science;computer vision;computational photography
Given a picture taken somewhere in the world, automatic geo-localization of that image is a task that would be extremely useful e.g. for historical and forensic sciences, documentation purposes, organization of the world's photo material and also intelligence applications. While tremendous progress ...
Leto: 2012 Vir: videolectures.net
Efficient Optimization For Low-Rank Integrated Bilinear Classifiers
Takumi Kobayashi , Michal Irani , Andrea Vedaldi
Video in druga učna gradiva
Oznake: computer science;pattern recognition
In pattern classification, it is needed to efficiently treat two-way data (feature matrices) while preserving the two-way structure such as spatio-temporal relationships, etc. The classifier for the feature matrix is generally formulated by multiple bilinear forms which result in a matrix. The rank ...
Leto: 2012 Vir: videolectures.net
Leafsnap: A Computer Vision System for Automatic Plant Species Identification
Neeraj Kumar , Michal Irani , Andrea Vedaldi
Video in druga učna gradiva
Oznake: computer science;computer vision
We describe the first mobile app for identifying plant species using automatic visual recognition. The system - called Leafsnap - identifies tree species from photographs of their leaves. Key to this system are computer vision components for discarding non-leaf images, segmenting the leaf from an u ...
Leto: 2012 Vir: videolectures.net
Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost
Thomas Mensink , Michal Irani , Andrea Vedaldi
Video in druga učna gradiva
Oznake: computer science;computer vision;machine learning
We are interested in large-scale image classification and especially in the setting where images corresponding to new or existing classes are continuously added to the training set. Our goal is to devise classifiers which can incorporate such images and classes on-the-fly at (near) zero cost. We cas ...
Leto: 2012 Vir: videolectures.net
Fourier Kernel Learning
Eduard Gabriel Băzăvan , Michal Irani , Andrea Vedaldi
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods
Approximations based on random Fourier embeddings have recently emerged as an efficient and formally consistent methodology to design large-scale kernel machines [23]. By expressing the kernel as a Fourier expansion, features are generated based on a finite set of random basis projections, sampled f ...
Leto: 2012 Vir: videolectures.net
Poster Spotlights
Gang Wang , Aleix M. Martinez , Andrea Vedaldi , Minwoo Park , Shenghua Gao , Shuicheng Yan , Amir Saffari , Fei Wu , Tat-Jun Chin , Fabrice Michel , Karim T. Abou-Moustafa , Alex Shyr , Jia-Bin Huang
Video in druga učna gradiva
Oznake: computer science;computer vision
Leto: 2010 Vir: videolectures.net
Št. zadetkov: 6
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