Posts tagged with: overview

Our ECCV2014 work "ConceptMap: Mining noisy web data for concept learning"

—- I am living the joy of seeing my paper title on the list of accepted ECCV14 papers :). Seeing the outcome of your work makes worthwhile all your day to night efforts, REALLY!!!. Before start, I shall thank to my supervisor Pinar Duygulu for her great guidance.—-

In this post, I would like to summarize the title work since I believe sometimes a friendly blog post might be more expressive than a solid scientific article.

“ConceptMap: Mining noisy web data for concept learning” proposes a pipeline so as to learn wide range of visual concepts by only defining a query to a image search engine. The idea is to query a concept at the service and download a huge bunch of images. Cluster images as removing the irrelevant instances. Learn a model from each of the clusters. At the end, each concept is represented by the ensemble of these classifiers. Continue Reading