Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
Mining real world data Multi media data mining Multimedia Data Mining • Multimedia data types – any type of information medium that can be represented, processed, stored and transmitted over network in digital form – Multi-lingual text, numeric, images, video, audio, graphical, temporal, relational, and categorical data. – Relation with conventional data mining term 2 Motivation - applications: Images • • • • • • • Medical/biological images biometrics/security satellite image analysis photo collections museum images logos And many more Motivation - applications: Video • • • • surveillance TV news processing 3-d images (medical / biological) 3-d and 4-d datasets (x,y,z, time, temp., humidity etc) - weather/environment monitoring Motivation - applications: Time sequences • Financial, sales, economic series • Medical (ECGs/EKGs, monitoring) • civil infrastructure; automobile traffic monitoring Applications/Fields • • • • Mining spatio temporal data. Mining anamoly in moving objects. Mining spatial data. Similarity search in multimedia data such as images and videos. Examples: Similarity search problem • Sub-cellular protein localization patterns