• Publications
  • Influence
Visual categorization with bags of keypoints
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Translating Images to Words: A Novel Approach for Object Recognition
This invention describes an improved installation system for an air conditioning system which can be used for buildings, offices, or apartments usually where the roof is flat. It provides a shallowExpand
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Words and Pictures
TLDR
Proposed methods for reasoning about relations between words and pictures, placing a special emphasis on methods that link linguistic phenomena to image observations. Expand
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Bayesian Models for Massive Multimedia Databases: a New Frontier
TLDR
A new frontier for Bayesian statistics has arisen with the expansion of data – in the form of images, video, text, sounds and other media – in digital databases. Expand
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Associating video frames with text
TLDR
Integration of visual and textual data is proposed to solve the correspondence problem between video frames and associated text in order to annotate video frames with more reliable labels and descriptions. Expand
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Linking visual and textual data on video
TLDR
The Informedia Digital Video Library Project at Carnegie Mellon University combines speech, image and natural language understanding to automatically transcribe, segment and index video for intelligent search and image retrieval. Expand
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Automated discrimination of psychotropic drugs in mice via computer vision-based analysis
TLDR
We developed an inexpensive computer vision-based method utilizing an algorithm which differentiates drug-induced behavioral alterations in mice by analyzing video data. Expand
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Joint Visual-Text Modeling for Multimedia Retrieval
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Word retrieval in ottoman documents
TLDR
In this paper, two image matching methods are adapted to retrieve words in Ottoman documents. Expand
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Processing the manuscripts of Atatürk
TLDR
In this paper, as a first step to an easy and convenient way to access the manuscripts of Atatürk with a word based search engine, the preprocessing of digitalized documents and their line and word segmentation is studied. Expand