Adaptive rule-based recognition of events in video sequences

被引：0
|
作者：
Tzouvaras, V [1 ]
Tsechpenakis, G [1 ]
Stamou, G [1 ]
Kollias, S [1 ]
机构：
[1] Natl Tech Univ Athens, Sch Elect & Comp Engn, Image Video & Multimedia Lab, GR-10682 Athens, Greece
来源：
2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 2, PROCEEDINGS | 2003年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Knowledge-based fuzzy inference and neural learning are used in this paper in order to model the event recognition task in semantic video analysis. The advantage of their use is the symbolic nature of the representation of the knowledge concerning the events to be recognized. Moreover, this knowledge can be adapted with the aid of data taken from video sequences. The proposed system has been tested in soccer video sequences for detecting some complex predetermined (and represented in the form of rules) events.
引用
收藏
页码：607 / 610
页数：4
相关论文
共 50 条
  • [21] Fuzzy rule-based hand gesture recognition
    Bedregal, Benjamin C.
    Costa, Antonio C. R.
    Dimuro, Gracaliz P.
    [J]. ARTIFICIAL INTELLIGENCE IN THEORY AND PRACTICE, 2006, 217 : 285 - +
  • [22] Rule-based Entity Recognition for Forensic Timeline
    Studiawan, Hudan
    Hasan, Mhd Fadly
    Pratomo, Baskoro Adi
    [J]. 2023 CONFERENCE ON INFORMATION COMMUNICATIONS TECHNOLOGY AND SOCIETY, ICTAS, 2023, : 18 - 23
  • [23] ON PATTERN RECOGNITION IN RULE-BASED TOPOLOGY MODIFICATION
    Kormeier, Thomas
    Rudolph, Stephan
    [J]. DETC 2008: PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, VOL 1, PTS A AND B, 2009, : 1185 - 1193
  • [24] Adaptive fuzzy rule-based classification systems
    Nozaki, K
    Ishibuchi, H
    Tanaka, H
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1996, 4 (03) : 238 - 250
  • [25] A review of automated feature recognition with rule-based pattern recognition
    Babic, Bojan
    Nesic, Nenad
    Miljkovic, Zoran
    [J]. COMPUTERS IN INDUSTRY, 2008, 59 (04) : 321 - 337
  • [26] RULE-BASED MINERAL SEQUENCES IN GEOCHEMICAL FLOW PROCESSES
    NOVAK, CF
    SCHECHTER, RS
    LAKE, LW
    [J]. AICHE JOURNAL, 1988, 34 (10) : 1607 - 1614
  • [27] An Implementation of a Rule-Based Distributed Video Processing System
    Kawakami, Tomoya
    Matsumoto, Satoru
    Ishi, Yoshimasa
    Yoshihisa, Tomoki
    Teranishi, Yuuichi
    [J]. 2017 23RD IEEE INTERNATIONAL SYMPOSIUM ON LOCAL AND METROPOLITAN AREA NETWORKS (LANMAN), 2017,
  • [28] Rule-based spatiotemporal query processing for video databases
    Dönderler, ME
    Ulusoy, Ö
    Güdükbay, U
    [J]. VLDB JOURNAL, 2004, 13 (01): : 86 - 102
  • [29] Rule-based spatiotemporal query processing for video databases
    Mehmet Emin Dönderler
    Özgür Ulusoy
    Ugur Güdükbay
    [J]. The VLDB Journal, 2004, 13 : 86 - 103
  • [30] Efficient Processing of Uncertain Events in Rule-Based Systems
    Wasserkrug, Segev
    Gal, Avigdor
    Etzion, Opher
    Turchin, Yulia
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2012, 24 (01) : 45 - 58
12345