Video Mining

Keywords: Video Indexing, mosaic matching, cross-referencing, clustering, main plots, physical settings, situation comedy, sitcoms, sports broadcasts, news broadcasts, temporal browsing, non-temporal browsing, compact representation, ...

Video Mining

Traditionally, scientific fields have defined boundaries, and scientists work on research problems within those boundaries. However, from time to time those boundaries get shifted or blurred to evolve new fields. For instance, the original goal of computer vision was to understand a single image of a scene, by identifying objects, their structure, and spatial arrangements. This has been referred to as image understanding. Recently, computer vision has gradually been making the transition away from understanding single images to analyzing image sequences, or video Video understanding deals with understanding of video understanding. sequences, e.g., recognition of gestures, activities, facial expressions, etc. The main shift in the classic paradigm has been from the recognition of static objects in the scene to motion-based recognition of actions and events. Video understanding has overlapping research problems with other fields, therefore blurring the fixed boundaries. Computer graphics, image processing, and video databases have obvi ous overlap with computer vision. The main goal of computer graphics is to generate and animate realistic looking images, and videos. Re searchers in computer graphics are increasingly employing techniques from computer vision to generate the synthetic imagery. A good exam pIe of this is image-based rendering and modeling techniques, in which geometry, appearance, and lighting is derived from real images using computer vision techniques. Here the shift is from synthesis to analy sis followed by synthesis. Image processing has always overlapped with computer vision because they both inherently work directly with images.

More Books:

Video Mining
Language: en
Pages: 340
Authors: Azriel Rosenfeld, David Doermann, Daniel DeMenthon
Categories: Computers
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

Traditionally, scientific fields have defined boundaries, and scientists work on research problems within those boundaries. However, from time to time those boundaries get shifted or blurred to evolve new fields. For instance, the original goal of computer vision was to understand a single image of a scene, by identifying objects,
Data Mining
Language: en
Pages: 288
Authors: Bhavani Thuraisingham
Categories: Computers
Type: BOOK - Published: 2014-01-23 - Publisher: CRC Press

Focusing on a data-centric perspective, this book provides a complete overview of data mining: its uses, methods, current technologies, commercial products, and future challenges. Three parts divide Data Mining: Part I describes technologies for data mining - database systems, warehousing, machine learning, visualization, decision support, statistics, parallel processing, and architectural
Image and Video Retrieval
Language: en
Pages: 686
Authors: Peter Enser, Yiannis Kompatsiaris, Noel E. O'Connor, Alan Smeaton, Arnold W.M. Smeulders
Categories: Computers
Type: BOOK - Published: 2004-07-08 - Publisher: Springer Science & Business Media

This book constitutes the refereed proceedings of the Third International Conference on Image and Video Retrieval, CIVR 2004, held in Dublin, Ireland in July 2004. The 31 revised full papers and 44 poster papers presented were carefully reviewed and selected from 125 submissions. The papers are organized in topical sections
Managing and Mining Multimedia Databases
Language: en
Pages: 352
Authors: Bhavani Thuraisingham
Categories: Computers
Type: BOOK - Published: 2001-06-28 - Publisher: CRC Press

There is now so much data on the Web that managing it with conventional tools is becoming almost impossible. To manage this data, provide interoperability and warehousing between multiple data sources and systems, and extract information from the databases and warehouses, various tools are being developed. In fact, developments in
Video Search and Mining
Language: en
Pages: 388
Authors: Dan Schonfeld, Caifeng Shan, Dacheng Tao, Liang Wang
Categories: Technology & Engineering
Type: BOOK - Published: 2010-04-20 - Publisher: Springer

As cameras become more pervasive in our daily life, vast amounts of video data are generated. The popularity of YouTube and similar websites such as Tudou and Youku provides strong evidence for the increasing role of video in society. One of the main challenges confronting us in the era of