The vision digital video library

نویسندگان

  • Susan Gauch
  • Li Wei
  • John M. Gauch
چکیده

The goal of the VISION (Video Indexing for SearchIng Over Networks) project is to demonstrate the technology necessary for a comprehensive, on-line digital video library. We have developed automatic mechanisms to populate the library and provide content-based search and retrieval of video over computer networks. The salient feature of our approach is the integrated application of mature image or video processing, information retrieval, speech feature extraction and word-spotting technologies for efficient creation and exploration of the library materials. First, full-motion video is captured in real time with flexible qualities to meet the requirements of library patrons connected via a wide range of network bandwidths. Then, the videos are automatically segmented into a number of logically meaningful video clips by our novel two-step algorithm based on video and audio contents. A closed caption decoder has also been incorporated into the system to extract textual information to index the video clips by their contents. Finally, all information is stored in a full-text information retrieval system for content-based exploration of the library over networks of varying bandwidths. 1This paper is a revised version of "VISION: A Digital Video Library System," W. Li, S. Gauch, J. Gauch and K.M. Pua, presented at ACM Digital Libraries '96.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

VIDSEEK: Dynamic Multi-dimensional Browsing of Video Archives

We describe a dynamic Web-based digital video library browsing system (VIDSEEK) that allows users to preview the contents of the VISION digital video library via automatically selected and organized keyframes. Our system supports dynamic clustering-on-demand, which allows users organize the digital video library clips into clusters based on multiple user-specified video features. The system als...

متن کامل

Prototyping The VISION Digital Video Library System

The digital libraries of the future will provide electronic access to information in many di erent forms Recent technological advances make the storage and transmission of digital video information possible This project is to design and implement a digital video library system prototype suitable for storage indexing and retrieving video and audio information and providing that information acros...

متن کامل

A Summary of Research in Computer Vision and Enhancements

Computer vision is one way of a computer interacting with the physical world. It is the process of taking images or video and destinguising if anything is useful to the computer in that frame. Some applications for computer vision is medical procedures, factory procedures, navigation, and digital libraries [5]. Computer vision takes an image and creates a data representation of the object which...

متن کامل

The VISION Digital Video Library Project

The goal of the VISION (Video Indexing for SearchIng Over Networks) project is to demonstrate the technology necessary for a comprehensive, on-line digital video library. We have developed real-time algorithms to create a searchable and browsable video archive. Our approach is based on the integrated application of mature image or video processing, information retrieval, and text classification...

متن کامل

Linking visual and textual data on video

The Informedia Digital Video Library Project at Carnegie Mellon University [1] combines speech, image and natural language understanding to automatically transcribe, segment and index video for intelligent search and image retrieval. Since 1995, thousands hours of video (over two terabytes of data) have been collected, with automatically generated metadata and indices for retrieving videos from...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Inf. Process. Manage.

دوره 33  شماره 

صفحات  -

تاریخ انتشار 1997