Image Interpretation Using Large Corpus: Wikipedia
Authors | Mandar Rahurkar Shen-Fu Tsai Charlie K. Dagli Thomas S. Huang |
|---|---|
Publication date | 2010 |
DOI | 10.1109/JPROC.2010.2050410 |
Links | Original |
Image Interpretation Using Large Corpus: Wikipedia - scientific work related to Wikipedia quality published in 2010, written by Mandar Rahurkar, Shen-Fu Tsai, Charlie K. Dagli and Thomas S. Huang.
Overview
Image is a powerful medium for expressing one's ideas and rightly confirms the adage, “One picture is worth a thousand words.” In this work, authors explore the application of world knowledge in the form of Wikipedia to achieve this objective- literally . In the first part, authors disambiguate and rank semantic concepts associated with ambiguous keywords by exploiting link structure of articles in Wikipedia. In the second part, authors explore an image representation in terms of keywords which reflect the semantic content of an image. Authors approach is inspired by the desire to augment low-level image representation with massive amounts of world knowledge, to facilitate computer vision tasks like image retrieval based on this information. Authors represent an image as a weighted mixture of a predetermined set of concrete concepts whose definition has been agreed upon by a wide variety of audience. To achieve this objective, authors use concepts defined by Wikipedia articles, e.g., sky, building, or automobile. An important advantage of approach is availability of vast amounts of highly organized human knowledge in Wikipedia. Wikipedia evolves rapidly steadily increasing its breadth and depth over time.
Embed
Wikipedia Quality
Rahurkar, Mandar; Tsai, Shen-Fu; Dagli, Charlie K.; Huang, Thomas S.. (2010). "[[Image Interpretation Using Large Corpus: Wikipedia]]".DOI: 10.1109/JPROC.2010.2050410.
English Wikipedia
{{cite journal |last1=Rahurkar |first1=Mandar |last2=Tsai |first2=Shen-Fu |last3=Dagli |first3=Charlie K. |last4=Huang |first4=Thomas S. |title=Image Interpretation Using Large Corpus: Wikipedia |date=2010 |doi=10.1109/JPROC.2010.2050410 |url=https://wikipediaquality.com/wiki/Image_Interpretation_Using_Large_Corpus:_Wikipedia}}
HTML
Rahurkar, Mandar; Tsai, Shen-Fu; Dagli, Charlie K.; Huang, Thomas S.. (2010). "<a href="https://wikipediaquality.com/wiki/Image_Interpretation_Using_Large_Corpus:_Wikipedia">Image Interpretation Using Large Corpus: Wikipedia</a>".DOI: 10.1109/JPROC.2010.2050410.
