Intelligent Video Event Analysis and Understanding

Intelligent Video Event Analysis and Understanding
Author :
Publisher : Springer Science & Business Media
Total Pages : 254
Release :
ISBN-10 : 9783642175534
ISBN-13 : 3642175538
Rating : 4/5 (538 Downloads)

Book Synopsis Intelligent Video Event Analysis and Understanding by : Jianguo Zhang

Download or read book Intelligent Video Event Analysis and Understanding written by Jianguo Zhang and published by Springer Science & Business Media. This book was released on 2011-01-19 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the vast development of Internet capacity and speed, as well as wide adop- tion of media technologies in people’s daily life, a large amount of videos have been surging, and need to be efficiently processed or organized based on interest. The human visual perception system could, without difficulty, interpret and r- ognize thousands of events in videos, despite high level of video object clutters, different types of scene context, variability of motion scales, appearance changes, occlusions and object interactions. For a computer vision system, it has been be very challenging to achieve automatic video event understanding for decades. Broadly speaking, those challenges include robust detection of events under - tion clutters, event interpretation under complex scenes, multi-level semantic event inference, putting events in context and multiple cameras, event inference from object interactions, etc. In recent years, steady progress has been made towards better models for video event categorisation and recognition, e. g. , from modelling events with bag of spatial temporal features to discovering event context, from detecting events using a single camera to inferring events through a distributed camera network, and from low-level event feature extraction and description to high-level semantic event classification and recognition. Nowadays, text based video retrieval is widely used by commercial search engines. However, it is still very difficult to retrieve or categorise a specific video segment based on their content in a real multimedia system or in surveillance applications.


Intelligent Video Event Analysis and Understanding Related Books

Intelligent Video Event Analysis and Understanding
Language: en
Pages: 254
Authors: Jianguo Zhang
Categories: Computers
Type: BOOK - Published: 2011-01-19 - Publisher: Springer Science & Business Media

GET EBOOK

With the vast development of Internet capacity and speed, as well as wide adop- tion of media technologies in people’s daily life, a large amount of videos ha
Computer Vision -- ACCV 2010 Workshops
Language: en
Pages: 491
Authors: Reinhard Koch
Categories: Computers
Type: BOOK - Published: 2011-09-15 - Publisher: Springer

GET EBOOK

The two-volume set LNCS 6468-6469 contains the carefully selected and reviewed papers presented at the eight workshops that were held in conjunction with the 10
Chaos-based Cryptography
Language: en
Pages: 400
Authors: Ljupco Kocarev
Categories: Computers
Type: BOOK - Published: 2011-06-17 - Publisher: Springer Science & Business Media

GET EBOOK

Chaos-based cryptography, attracting many researchers in the past decade, is a research field across two fields, i.e., chaos (nonlinear dynamic system) and cryp
Computational Intelligence
Language: en
Pages: 290
Authors: Kurosh Madani
Categories: Technology & Engineering
Type: BOOK - Published: 2011-04-05 - Publisher: Springer

GET EBOOK

The present book includes a set of selected extended papers from the first International Joint Conference on Computational Intelligence (IJCCI 2009), held in Ma
Mining of Data with Complex Structures
Language: en
Pages: 340
Authors: Fedja Hadzic
Categories: Computers
Type: BOOK - Published: 2011-02-03 - Publisher: Springer

GET EBOOK

Mining of Data with Complex Structures: - Clarifies the type and nature of data with complex structure including sequences, trees and graphs - Provides a detail