000 03846nam a22005295i 4500
001 978-3-642-41512-8
003 DE-He213
005 20200421111844.0
007 cr nn 008mamaa
008 131127s2013 gw | s |||| 0|eng d
020 _a9783642415128
_9978-3-642-41512-8
024 7 _a10.1007/978-3-642-41512-8
_2doi
050 4 _aQ334-342
050 4 _aTJ210.2-211.495
072 7 _aUYQ
_2bicssc
072 7 _aTJFM1
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aIntelligent Multimedia Surveillance
_h[electronic resource] :
_bCurrent Trends and Research /
_cedited by Pradeep K. Atrey, Mohan S. Kankanhalli, Andrea Cavallaro.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aIX, 192 p. 76 illus., 57 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aChap. 1 - Intelligent Video Surveillance as a Service -- Chap. 2 - A Literature Review on Video Analysis of Crowded Scenes -- Chap. 3 - Privacy and Security in Video Surveillance -- Chap. 4 - Object Video Streams: A Framework for Preserving Privacy in Video Surveillance -- Chap. 5 - Surveillance Privacy Protection -- Chap. 6 - RFID Localization Improved by Motion Segmentation in Multimedia Surveillance Systems -- Chap. 7 - A Framework For Object Tracking Using Visual Saliency Information -- Chap. 8 - Scene Understanding Via Multiresolution Disparity Map in PTZ Camera Network -- Chap. 9 - Performance Evaluation in Video-Surveillance Systems: the EventVideo Project Evaluation Protocols.
520 _aIntelligent multimedia surveillance concerns the analysis of multiple sensing inputs including video and audio streams, radio-frequency identification (RFID), and depth data. These data are processed for the automated detection and tracking of people, vehicles, and other objects. The goal is to locate moving targets, to understand their behavior, and to detect suspicious or abnormal activities for crime prevention. Despite its benefits, there is societal apprehension regarding the use of such technology, so an important challenge in this research area is to balance public safety and privacy. This edited book presents recent findings in the field of intelligent multimedia surveillance emerging from disciplines such as multimedia computing, computer vision, and artificial intelligence. It consists of nine chapters addressing intelligent video surveillance, video analysis of crowds, privacy issues in intelligent multimedia surveillance, RFID technology for localization of objects, object tracking using visual saliency information, estimating multiresolution depth using active stereo vision, and performance evaluation for video surveillance systems. The book will be of value to researchers and practitioners working on related problems in security, multimedia, and artificial intelligence.
650 0 _aComputer science.
650 0 _aMultimedia information systems.
650 0 _aArtificial intelligence.
650 0 _aImage processing.
650 1 4 _aComputer Science.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aMultimedia Information Systems.
650 2 4 _aImage Processing and Computer Vision.
650 2 4 _aSignal, Image and Speech Processing.
700 1 _aAtrey, Pradeep K.
_eeditor.
700 1 _aKankanhalli, Mohan S.
_eeditor.
700 1 _aCavallaro, Andrea.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642415111
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-41512-8
912 _aZDB-2-SCS
942 _cEBK
999 _c55707
_d55707