Video Processing Techniques for Traffic Information Acquisition Using Uncontrolled Video Streams

被引:0
|
作者
Loureiro, Pedro F. Q. [1 ]
Rossetti, Rosaldo J. F. [1 ]
Braga, Rodrigo A. M. [1 ]
机构
[1] Univ Porto, Fac Engn, Artificial Intelligence & Comp Sci Lab, Dept Informat Engn, P-4200465 Oporto, Portugal
关键词
Image processing and analysis; public video streams; traffic flow characterization; traffic monitoring;
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
This paper reports on the first steps taken in search of a solution that uses public video streams available on the Internet to address the increasing need for monitoring transportation networks with the intent of returning added value to the community, either by allowing a better understanding of the network and its needs or by feeding applications with real-time information for various purposes, such as simulation, decision-making support and updated route guidance. After the introduction of the field, we present our findings from a survey that briefly describes several works with related studies and explain the algorithms that can be adopted to get relevant information from video streams. This is followed by an analysis of the issues that may arise and the best ways to address them. Next it reports on the results achieved so far, draws some conclusions on what has been done and suggests the next steps of our research.
引用
收藏
页码:127 / 133
页数:7
相关论文
共 50 条
  • [21] Video traffic prediction using source information for renegotiated CBR
    Lee, MJ
    Kim, JK
    [J]. ELECTRONICS LETTERS, 2000, 36 (25) : 2072 - 2073
  • [22] Compressed domain video indexing techniques using DCT and motion vector information in MPEG video
    Kobla, V
    Doermann, D
    Lin, KID
    Faloutsos, C
    [J]. STORAGE AND RETRIEVAL FOR IMAGE AND VIDEO DATABASES V, 1997, 3022 : 200 - 211
  • [23] IMAGE AND VIDEO ACQUISITION AND PROCESSING FOR CLINICAL APPLICATIONS
    Zakhem, Elie
    Murphy, Sean V.
    Davis, Matthew L.
    Raghavan, Shreya
    Lam, Mai T.
    [J]. BIOMEDICAL ENGINEERING AND COMPUTATIONAL BIOLOGY, 2016, 7 : 32 - 35
  • [24] EVPS: An Automotive Video Acquisition and Processing Platform
    Flouzat, Christophe
    Piriou, Erwan
    Guibert, Mickael
    Jovanovic, Bojan
    Oussayran, Mohamad
    [J]. PROCEEDINGS OF THE 2020 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2020), 2020, : 1716 - 1717
  • [25] MICROCOMPUTER SYSTEM FOR ACQUISITION AND PROCESSING OF VIDEO DATA
    OREB, BF
    BROWN, N
    HARIHARAN, P
    [J]. REVIEW OF SCIENTIFIC INSTRUMENTS, 1982, 53 (05): : 697 - 699
  • [26] Traffic Data Collection under Mixed Traffic Conditions Using Video Image Processing
    Mallikarjuna, C.
    Phanindra, A.
    Rao, K. Ramachandra
    [J]. JOURNAL OF TRANSPORTATION ENGINEERING, 2009, 135 (04) : 174 - 182
  • [27] Acquisition and registration of aerial video imagery of urban traffic
    Loveland, Rohan C.
    Rosten, Edward
    [J]. APPLICATIONS OF DIGITAL IMAGE PROCESSING XXXI, 2008, 7073
  • [28] Improving Video Streams Summarization Using Synthetic Noisy Video Data
    Al-Musawi, Nada Jasim
    Hasson, Saad Talib
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2015, 6 (12) : 243 - 249
  • [29] THE ACQUISITION OF INFORMATION FOR VIDEO-AMPLIFIER OPTIMIZATION
    SUSLOV, IA
    [J]. TELECOMMUNICATIONS AND RADIO ENGINEERING, 1991, 46 (07) : 114 - 117
  • [30] Traffic characterization of VBR video streams using on-off transmission in ATM networks
    Bin, W
    Gupta, AK
    [J]. PERFORMANCE AND CONTROL OF NETWORK SYSTEMS, 1997, 3231 : 503 - 510