Sciweavers

44 search results - page 1 / 9
» On the sampling of web images for learning visual concept cl...
Sort
View
CIVR
2010
Springer
196views Image Analysis» more  CIVR 2010»
13 years 8 months ago
On the sampling of web images for learning visual concept classifiers
Shiai Zhu, Gang Wang, Chong-Wah Ngo, Yu-Gang Jiang
ICIP
2008
IEEE
14 years 6 months ago
Cross-domain learning methods for high-level visual concept classification
Exploding amounts of multimedia data increasingly require automatic indexing and classification, e.g. training classifiers to produce high-level features, or semantic concepts, ch...
Wei Jiang, Eric Zavesky, Shih-Fu Chang, Alexander ...
MM
2004
ACM
178views Multimedia» more  MM 2004»
13 years 10 months ago
A bootstrapping framework for annotating and retrieving WWW images
Most current image retrieval systems and commercial search engines use mainly text annotations to index and retrieve WWW images. This research explores the use of machine learning...
HuaMin Feng, Rui Shi, Tat-Seng Chua
ICIP
2003
IEEE
13 years 9 months ago
Image classification using multimedia knowledge networks
This paper presents novel methods for classifying images based on knowledge discovered from annotated images using WordNet. The novelty of this work is the automatic class discove...
Ana B. Benitez, Shih-Fu Chang
MM
2005
ACM
160views Multimedia» more  MM 2005»
13 years 10 months ago
Putting active learning into multimedia applications: dynamic definition and refinement of concept classifiers
The authors developed an extensible system for video exploitation that puts the user in control to better accommodate novel situations and source material. Visually dense displays...
Ming-yu Chen, Michael G. Christel, Alexander G. Ha...