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School of Computer Applications  Salient Features Major Thrust Area for Research at SOCA
Major Thrust Area for Research at SOCA
1. Image & Video Processing
With the availability of digital imaging devices, users world-wide
generate and collect vast amounts of image and video data, and
digital visual content has become an integral part of our everyday
life. Our research targets in this area include intelligent search
and browsing functionality, as well as techniques for extracting
higher-level semantic information directly from the visual content.
Potential research topics in this area include:
- Image and Video Indexing, Retrieval & Browsing
- Visual
Classification & Concept Detection
- Text Recognition in Image
- Document Counterfeit Detection.
2. Data & Web Mining
With the exponential growth of the information, the field of data
mining has emerged as one of the important area of research.
Further most of the information is now made available through
World Wide Web to the users at a single mouse click, which has
resulted in a new area in data mining that is web mining. The
main aim to conduct research in this area is to facilitate correct,
relevant and efficient retrieval of information form the web. The
major areas in this field covers:
- User interest modeling for fast retrieval of information
- Re
ranking of web search results
Multilevel clustering models for
web data analysis.
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