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020 _a9783642415128
_9978-3-642-41512-8
024 7 _a10.1007/978-3-642-41512-8
_2doi
035 _ato000485425
040 _aSpringer
_cSpringer
_dRU-ToGU
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
100 1 _aAtrey, Pradeep K.
_eeditor.
_9414993
245 1 0 _aIntelligent Multimedia Surveillance
_h[electronic resource] :
_bCurrent Trends and Research /
_cedited by Pradeep K. Atrey, Mohan S. Kankanhalli, Andrea Cavallaro.
260 _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
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.
_9155490
650 0 _aMultimedia systems.
_9303024
650 0 _aArtificial intelligence.
_9274099
650 0 _aComputer vision.
_9274100
650 1 4 _aComputer Science.
_9155490
650 2 4 _aArtificial Intelligence (incl. Robotics).
_9274102
650 2 4 _aMultimedia Information Systems.
_9303028
650 2 4 _aImage Processing and Computer Vision.
_9303601
650 2 4 _aSignal, Image and Speech Processing.
_9274103
700 1 _aKankanhalli, Mohan S.
_eeditor.
_9414994
700 1 _aCavallaro, Andrea.
_eeditor.
_9414995
710 2 _aSpringerLink (Online service)
_9143950
773 0 _tSpringer eBooks
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-41512-8
912 _aZDB-2-SCS
999 _c357035