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ICCV
2011
IEEE
12 years 6 months ago
Large-Scale Image Annotation using Visual Synset
We address the problem of large-scale annotation of web images. Our approach is based on the concept of visual synset, which is an organization of images which are visually-simila...
David Tsai, Yushi Jing, Yi Liu, Henry Rowley, Serg...
ML
2010
ACM
124views Machine Learning» more  ML 2010»
13 years 4 months ago
Large scale image annotation: learning to rank with joint word-image embeddings
Image annotation datasets are becoming larger and larger, with tens of millions of images and tens of thousands of possible annotations. We propose a strongly performing method tha...
Jason Weston, Samy Bengio, Nicolas Usunier
CIVR
2006
Springer
138views Image Analysis» more  CIVR 2006»
13 years 10 months ago
A Large Scale System for Searching and Browsing Images from the World Wide Web
Abstract. This paper outlines the technical details of a prototype system for searching and browsing over a million images from the World Wide Web using their visual contents. The ...
Alexei Yavlinsky, Daniel Heesch, Stefan M. Rü...
ICMCS
2007
IEEE
255views Multimedia» more  ICMCS 2007»
14 years 17 days ago
Distributed Architecture for Large Scale Image-Based Search
In recent years, some computer vision algorithms such as SIFT (Scale Invariant Feature Transform) have been employed in image similarity match to perform image-based search applic...
Yu Zheng, Xing Xie, Wei-Ying Ma
CIVR
2004
Springer
184views Image Analysis» more  CIVR 2004»
13 years 10 months ago
Towards a Large Scale Concept Ontology for Broadcast Video
Earlier this year, a major effort was initiated to study the theoretical and empirical aspects of the automatic detection of semantic concepts in broadcast video, complementing ong...
Alexander G. Hauptmann