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Descriptive visual words and visual phrases for image applications (2009)
| Content Provider | CiteSeerX |
|---|---|
| Author | Zhang, Shiliang Tian, Qi Hua, Gang Huang, Qingming Li, Shipeng |
| Description | Proc. ACM Multimedia The Bag-of-visual Words (BoW) image representation has been applied for various problems in the fields of multimedia and computer vision. The basic idea is to represent images as visual documents composed of repeatable and distinctive visual elements, which are comparable to the words in texts. However, massive experiments show that the commonly used visual words are not as expressive as the text words, which is not desirable because it hinders their effectiveness in various applications. In this paper, Descriptive Visual Words (DVWs) and Descriptive Visual Phrases (DVPs) are proposed as the visual correspondences to text words and phrases, where visual phrases refer to the frequently co-occurring visual word pairs. Since images are the carriers of visual objects and scenes, novel descriptive visual element set can be composed by the visual words and their combinations which |
| File Format | |
| Language | English |
| Publisher Date | 2009-01-01 |
| Access Restriction | Open |
| Subject Keyword | Bag-of-visual Word Basic Idea Various Application Image Representation Massive Experiment Visual Word Text Word Visual Correspondence Visual Phrase Co-occurring Visual Word Pair Novel Descriptive Visual Element Image Application Distinctive Visual Element Visual Object Visual Document Computer Vision Various Problem Descriptive Visual Phrase Descriptive Visual Word |
| Content Type | Text |
| Resource Type | Article |