Time-Series Linear Search for Video Copies Based on Compact Signature Manipulation and Containment Relation Modeling
This paper presents a novel time-series linear search (TLS) method for detecting video copies. The method utilizes a sliding window to locate window sequences that are near-duplicates of a given query sequence. We address two issues of the conventional TLS method in order to strengthen its video cop...
Saved in:
Published in | IEEE transactions on circuits and systems for video technology Vol. 20; no. 11; pp. 1603 - 1613 |
---|---|
Main Authors | , |
Format | Journal Article |
Language | English |
Published |
New York, NY
IEEE
01.11.2010
Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | This paper presents a novel time-series linear search (TLS) method for detecting video copies. The method utilizes a sliding window to locate window sequences that are near-duplicates of a given query sequence. We address two issues of the conventional TLS method in order to strengthen its video copy detection capability. First, to accelerate the TLS process, we use a sequence-level signature as a compact representation of a video sequence based on the min-hash theory, and develop an efficient heap manipulation technique for fast generation of each window sequence's signature. Second, to improve the robustness of the TLS method, we use two techniques, namely, window length estimation and threshold transform, to resolve the containment relation problem caused by various types of video transformation and editing, such as frame cropping and speed change. The results of experiments on the MUSCLE-VCD-2007 dataset demonstrate that the proposed method is efficient and robust against different types of video transformation and editing. |
---|---|
AbstractList | This paper presents a novel time-series linear search (TLS) method for detecting video copies. The method utilizes a sliding window to locate window sequences that are near-duplicates of a given query sequence. We address two issues of the conventional TLS method in order to strengthen its video copy detection capability. First, to accelerate the TLS process, we use a sequence-level signature as a compact representation of a video sequence based on the min-hash theory, and develop an efficient heap manipulation technique for fast generation of each window sequence's signature. Second, to improve the robustness of the TLS method, we use two techniques, namely, window length estimation and threshold transform, to resolve the containment relation problem caused by various types of video transformation and editing, such as frame cropping and speed change. The results of experiments on the MUSCLE-VCD-2007 dataset demonstrate that the proposed method is efficient and robust against different types of video transformation and editing. |
Author | Chih-Yi Chiu Hsin-Min Wang |
Author_xml | – sequence: 1 givenname: Chih-Yi surname: CHIU fullname: CHIU, Chih-Yi organization: Department of Computer Science and Information Engineering, National Chiayi University, Chiayi 60004, Taiwan, Province of China – sequence: 2 givenname: Hsin-Min surname: WANG fullname: WANG, Hsin-Min organization: Institute of Information Science, Academia Sinica, Taipei 11529, Taiwan, Province of China |
BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=23411944$$DView record in Pascal Francis |
BookMark | eNpdkUtv1DAUhSNUJNrCH4CNJYRYpfj6ETtLGJWHNBUSM3Qb3XFuiqvEDnay4N_jYUZdsLkPne8eXelcVRchBqqq18BvAHj7Yb_Z3e9vBC-74NYoA8-qS9Da1kJwfVFmrqG2AvSL6irnR85BWWUuq2XvJ6p3lDxltvWBMLFdKe4XG2Ji976nyDZxPsqfMFPPYij7NKNb2M4_BFzWROwOg5_XERdfZAx9QcKCPkwUFvaDzsJd7Gn04eFl9XzAMdOrc7-ufn6-3W--1tvvX75tPm5rJ7VZasWNPICB1ljkrZQSVUMH5YyWDZEANziw_aCds9KiQzc0mqDHg9Jc8L6X19X7k--c4u-V8tJNPjsaRwwU19xZ1aqmsa0q5Nv_yMe4plCe64BLDhq44YUSJ8qlmHOioZuTnzD9KVB3zKH7l0N3zKE751CO3p2tMTsch4TB-fx0KaQCaNXxhTcnzhPRk6wbroTl8i90qZMl |
CODEN | ITCTEM |
CitedBy_id | crossref_primary_10_1007_s11042_017_5307_4 crossref_primary_10_1007_s13173_011_0036_4 crossref_primary_10_1016_j_jvcir_2013_04_005 crossref_primary_10_1016_j_procs_2011_07_021 crossref_primary_10_1016_j_procs_2015_07_353 crossref_primary_10_1007_s13735_014_0062_z crossref_primary_10_1016_j_jvcir_2015_10_015 crossref_primary_10_1007_s11042_016_3270_0 |
Cites_doi | 10.1145/1282280.1282359 10.1145/1291233.1291280 10.1109/TCSVT.2004.836751 10.1145/223784.223855 10.1145/1671962.1671966 10.1109/ICDE.2000.839448 10.1145/1743384.1743409 10.1109/CVPR.2006.264 10.1145/1066157.1066240 10.1109/TCSVT.2008.918447 10.1145/1631272.1631295 10.1145/1125857.1125858 10.1145/1459359.1459368 10.1145/1148170.1148222 10.1023/B:VISI.0000029664.99615.94 10.1145/1631272.1631375 10.1109/TASL.2007.912362 10.1016/j.cviu.2007.09.014 10.1109/ICCV.2003.1238663 10.1145/1631272.1631285 10.1145/1327452.1327492 10.1016/j.cviu.2008.10.002 10.1109/TMM.2003.813281 10.1145/1631272.1631280 10.1109/ICDE.2009.17 10.1145/1327452.1327494 10.1016/j.cviu.2007.09.016 10.1109/TKDE.2008.168 |
ContentType | Journal Article |
Copyright | 2015 INIST-CNRS Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Nov 2010 |
Copyright_xml | – notice: 2015 INIST-CNRS – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Nov 2010 |
DBID | 97E RIA RIE IQODW AAYXX CITATION 7SC 7SP 8FD JQ2 L7M L~C L~D F28 FR3 |
DOI | 10.1109/TCSVT.2010.2087471 |
DatabaseName | IEEE All-Society Periodicals Package (ASPP) 2005-present IEEE All-Society Periodicals Package (ASPP) 1998-Present IEEE Electronic Library (IEL) Pascal-Francis CrossRef Computer and Information Systems Abstracts Electronics & Communications Abstracts Technology Research Database ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional ANTE: Abstracts in New Technology & Engineering Engineering Research Database |
DatabaseTitle | CrossRef Technology Research Database Computer and Information Systems Abstracts – Academic Electronics & Communications Abstracts ProQuest Computer Science Collection Computer and Information Systems Abstracts Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Professional Engineering Research Database ANTE: Abstracts in New Technology & Engineering |
DatabaseTitleList | Technology Research Database Technology Research Database |
Database_xml | – sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/ sourceTypes: Publisher |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering Applied Sciences |
EISSN | 1558-2205 |
EndPage | 1613 |
ExternalDocumentID | 2724135231 10_1109_TCSVT_2010_2087471 23411944 5604280 |
Genre | orig-research |
GroupedDBID | -~X 0R~ 29I 4.4 5GY 5VS 6IK 97E AAJGR AASAJ ABQJQ ABVLG ACGFO ACGFS ACIWK AENEX AETIX AI. AIBXA AKJIK ALLEH ALMA_UNASSIGNED_HOLDINGS ASUFR ATWAV BEFXN BFFAM BGNUA BKEBE BPEOZ CS3 DU5 EBS EJD HZ~ H~9 ICLAB IFIPE IFJZH IPLJI JAVBF LAI M43 O9- OCL P2P RIA RIE RIG RNS RXW TAE TN5 VH1 XFK IQODW TAF AAYXX CITATION 7SC 7SP 8FD JQ2 L7M L~C L~D F28 FR3 |
ID | FETCH-LOGICAL-c357t-4073b171978a09333a46eb4c7536ee21cfc18df5cc838acacf65e1dab45020dd3 |
IEDL.DBID | RIE |
ISSN | 1051-8215 |
IngestDate | Fri Aug 16 04:55:47 EDT 2024 Fri Sep 13 03:19:40 EDT 2024 Fri Aug 23 00:10:11 EDT 2024 Sun Oct 22 16:06:40 EDT 2023 Wed Jun 26 19:20:06 EDT 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 11 |
Keywords | Biometrics Content based retrieval Image recognition Query Video signal Time series near-duplicate Information retrieval Compact design Pattern recognition Modeling Copy protection Search algorithm Fingerprint identification Information protection Image sequence Content-based retrieval Robustness Automatic recognition video copy detection |
Language | English |
License | CC BY 4.0 |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c357t-4073b171978a09333a46eb4c7536ee21cfc18df5cc838acacf65e1dab45020dd3 |
Notes | ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 23 |
PQID | 1030151070 |
PQPubID | 85433 |
PageCount | 11 |
ParticipantIDs | crossref_primary_10_1109_TCSVT_2010_2087471 ieee_primary_5604280 proquest_journals_1030151070 proquest_miscellaneous_849466894 pascalfrancis_primary_23411944 |
PublicationCentury | 2000 |
PublicationDate | 2010-11-01 |
PublicationDateYYYYMMDD | 2010-11-01 |
PublicationDate_xml | – month: 11 year: 2010 text: 2010-11-01 day: 01 |
PublicationDecade | 2010 |
PublicationPlace | New York, NY |
PublicationPlace_xml | – name: New York, NY – name: New York |
PublicationTitle | IEEE transactions on circuits and systems for video technology |
PublicationTitleAbbrev | TCSVT |
PublicationYear | 2010 |
Publisher | IEEE Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher_xml | – name: IEEE – name: Institute of Electrical and Electronics Engineers – name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
References | ref35 ref34 cormen (ref11) 1996 ref12 ref14 ref30 ref33 ref10 ref2 ref1 ref17 ref16 ref19 ref18 (ref31) 0 law-to (ref20) 2006 broder (ref5) 1997 ref24 ref26 ref25 ref22 ref21 ref28 ref27 ref29 ref8 ref7 ref9 ref4 ref3 ref6 weber (ref32) 1998 hoad (ref15) 2006; 24 (ref23) 0 duan (ref13) 2006 |
References_xml | – ident: ref9 doi: 10.1145/1282280.1282359 – year: 0 ident: ref31 publication-title: TRECVID 2010 Guidelines – ident: ref33 doi: 10.1145/1291233.1291280 – ident: ref18 doi: 10.1109/TCSVT.2004.836751 – ident: ref4 doi: 10.1145/223784.223855 – ident: ref7 doi: 10.1145/1671962.1671966 – ident: ref10 doi: 10.1109/ICDE.2000.839448 – start-page: 201 year: 2006 ident: ref13 article-title: Segmentation, categorization, and identification of commercials from TV streams using multimodal analysis publication-title: Proc ACM-MM contributor: fullname: duan – ident: ref21 doi: 10.1145/1743384.1743409 – ident: ref24 doi: 10.1109/CVPR.2006.264 – ident: ref26 doi: 10.1145/1066157.1066240 – ident: ref8 doi: 10.1109/TCSVT.2008.918447 – year: 0 ident: ref23 publication-title: MUSCLE-VCD-2007 – ident: ref30 doi: 10.1145/1631272.1631295 – volume: 24 start-page: 1 year: 2006 ident: ref15 article-title: detection of video sequence using compact signatures publication-title: ACM Trans Inform Syst doi: 10.1145/1125857.1125858 contributor: fullname: hoad – ident: ref25 doi: 10.1145/1459359.1459368 – ident: ref14 doi: 10.1145/1148170.1148222 – ident: ref22 doi: 10.1023/B:VISI.0000029664.99615.94 – ident: ref34 doi: 10.1145/1631272.1631375 – ident: ref19 doi: 10.1109/TASL.2007.912362 – start-page: 835 year: 2006 ident: ref20 article-title: Robust voting algorithm based on labels of behavior for video copy detection publication-title: Proc ACM-MM contributor: fullname: law-to – ident: ref3 doi: 10.1016/j.cviu.2007.09.014 – ident: ref29 doi: 10.1109/ICCV.2003.1238663 – ident: ref35 doi: 10.1145/1631272.1631285 – ident: ref12 doi: 10.1145/1327452.1327492 – ident: ref16 doi: 10.1016/j.cviu.2008.10.002 – ident: ref17 doi: 10.1109/TMM.2003.813281 – ident: ref6 doi: 10.1145/1631272.1631280 – ident: ref28 doi: 10.1109/ICDE.2009.17 – ident: ref1 doi: 10.1145/1327452.1327494 – ident: ref2 doi: 10.1016/j.cviu.2007.09.016 – start-page: 194 year: 1998 ident: ref32 article-title: a quantitative analysis and performance study for similarity-search methods in high dimensional spaces publication-title: Proc Int Conf VLDB contributor: fullname: weber – year: 1996 ident: ref11 publication-title: Introduction to Algorithms contributor: fullname: cormen – ident: ref27 doi: 10.1109/TKDE.2008.168 – start-page: 21 year: 1997 ident: ref5 article-title: on the resemblance and containment of documents publication-title: Proc Conf Compression and Complexity of Sequences contributor: fullname: broder |
SSID | ssj0014847 |
Score | 2.1110034 |
Snippet | This paper presents a novel time-series linear search (TLS) method for detecting video copies. The method utilizes a sliding window to locate window sequences... |
SourceID | proquest crossref pascalfrancis ieee |
SourceType | Aggregation Database Index Database Publisher |
StartPage | 1603 |
SubjectTerms | Algorithm design and analysis Applied sciences Complexity theory Containment Content-based retrieval Cryptography Editing Exact sciences and technology fingerprint identification Histograms Indexing Information theory Information, signal and communications theory Manipulation Mathematical models near-duplicate Pattern recognition Robustness Searching Signal and communications theory Signal processing Signatures Studies Telecommunications and information theory Transformations video copy detection Video sequences Visualization |
Title | Time-Series Linear Search for Video Copies Based on Compact Signature Manipulation and Containment Relation Modeling |
URI | https://ieeexplore.ieee.org/document/5604280 https://www.proquest.com/docview/1030151070/abstract/ https://search.proquest.com/docview/849466894 |
Volume | 20 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV27TuwwEB0BFRRcniJcQC7oIEu8cRKnvKxACGlpWBBd5McErZASxGYbvp6x89DlUdBFmkhJPLHnHPvMDMApohGpzTghN6FDYWwc5mUkQ5laS-iBQLNPj57epTcP4vYpeVqB8yEXBhG9-AxH7tKf5dvaLN1W2QVFZ0LLRNBXZTRuc7WGEwMhfTMxggs8lBTH-gSZKL-YTe4fZ62KaxxJx8I-BSHfVcVpItWChqVs-1l8W5p9vLn-A9P-TVuZycto2eiRef9SxPG3n7IFmx3wZP_aP2UbVrDagY3_yhHuQuPyQUK3X4YLRiSVJgFr5ciMoC17nFus2aR-deZLin6W1RXzC4pp2P38uS0SyqaqmvddwZiqLHMVsDrZAevFd8w1YXOp8HvwcH01m9yEXVeG0MRJ1hDhzGLNM070U7ntkFiJFLUwxHtSxDE3peHSlokxMpbKKFOmCXKrtEgImlob78NaVVd4AKxEzDKDBFJjsmaoE62J0BHoj2kdtjyAs95NxWtbfKPwpCXKC-_Uwjm16JwawK4b5-HObogDOPnk2cE-pgDOcyECOOpdXXQTeFG47msEhmhBDIANZpp67jxFVVgvF4UUrji_zMXhz0_-C-tea-AzF49grXlb4jFBmEaf-H_3AzNt7iI |
link.rule.ids | 315,786,790,802,27957,27958,55109 |
linkProvider | IEEE |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT9wwEB4heqA90AetGl71obc2S7xxEufYroq2lOXCgrhZfkzQqlKC2OyFX8_YeaiUHnqLNJGSeGLP99nfzAB8RrQidwUn5CZMLKxL47JKZCxz5wg9EGgO6dGLi3x-Jc5uspst-DrmwiBiEJ_hxF-Gs3zX2I3fKjuh6ExomQj6C4rzSdlla41nBkKGdmIEGHgsKZINKTJJebKcXV4vOx3XNJGehz0JQ6GvildF6jUNTNV1tHi2OIeIc_oaFsO7dkKT35NNayb24a8yjv_7MW9gt4ee7Fv3r7yFLazfwas_ChLuQeszQmK_Y4ZrRjSVpgHrBMmMwC27Xjls2Ky58-bvFP8ca2oWlhTbssvVbVcmlC10vRr6gjFdO-ZrYPXCAzbI75hvw-aT4d_D1emP5Wwe930ZYptmRUuUs0gNLzgRUO03RFItcjTCEvPJEafcVpZLV2XWylRqq22VZ8idNiIjcOpc-gG266bGj8AqxKKwSDA1JWuBJjOGKB3B_pRWYscj-DK4Sd115TdUoC1JqYJTlXeq6p0awZ4f5_HOfogjOH7i2dE-pRDOSyEiOBxcrfopvFa-_xrBIVoSI2CjmSafP1HRNTabtZLCl-eXpdj_95M_wc58uThX5z8vfh3Ay6A8CHmMh7Dd3m_wiABNa47Df_wI5ybxeA |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Time-Series+Linear+Search+for+Video+Copies+Based+on+Compact+Signature+Manipulation+and+Containment+Relation+Modeling&rft.jtitle=IEEE+transactions+on+circuits+and+systems+for+video+technology&rft.au=Chiu%2C+Chih-Yi&rft.au=Wang%2C+Hsin-Min&rft.date=2010-11-01&rft.issn=1051-8215&rft.eissn=1558-2205&rft.volume=20&rft.issue=11&rft.spage=1603&rft.epage=1613&rft_id=info:doi/10.1109%2FTCSVT.2010.2087471&rft.externalDBID=n%2Fa&rft.externalDocID=10_1109_TCSVT_2010_2087471 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1051-8215&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1051-8215&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1051-8215&client=summon |