Multi-Scale Locality-Constrained Spatiotemporal Coding for Local Feature Based Human Action Recognition
We propose a Multiscale Locality-Constrained Spatiotemporal Coding (MLSC) method to improve the traditional bag of features (BoF) algorithm which ignores the spatiotemporal relationship of local features for human action recognition in video. To model this spatiotemporal relationship, MLSC involves...
Saved in:
| Published in | TheScientificWorld Vol. 2013; no. 2013; pp. 1 - 11 |
|---|---|
| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Cairo, Egypt
Hindawi Publishing Corporation
01.01.2013
John Wiley & Sons, Inc Wiley |
| Subjects | |
| Online Access | Get full text |
| ISSN | 2356-6140 1537-744X 1537-744X |
| DOI | 10.1155/2013/405645 |
Cover
| Abstract | We propose a Multiscale Locality-Constrained Spatiotemporal Coding (MLSC) method to improve the traditional bag of features (BoF) algorithm which ignores the spatiotemporal relationship of local features for human action recognition in video. To model this spatiotemporal relationship, MLSC involves the spatiotemporal position of local feature into feature coding processing. It projects local features into a sub space-time-volume (sub-STV) and encodes them with a locality-constrained linear coding. A group of sub-STV features obtained from one video with MLSC and max-pooling are used to classify this video. In classification stage, the Locality-Constrained Group Sparse Representation (LGSR) is adopted to utilize the intrinsic group information of these sub-STV features. The experimental results on KTH, Weizmann, and UCF sports datasets show that our method achieves better performance than the competing local spatiotemporal feature-based human action recognition methods. |
|---|---|
| AbstractList | We propose a Multiscale Locality-Constrained Spatiotemporal Coding (MLSC) method to improve the traditional bag of features (BoF) algorithm which ignores the spatiotemporal relationship of local features for human action recognition in video. To model this spatiotemporal relationship, MLSC involves the spatiotemporal position of local feature into feature coding processing. It projects local features into a sub space-time- volume (sub-STV) and encodes them with a locality-constrained linear coding. A group of sub-STV features obtained from one video with MLSC and max-pooling are used to classify this video. In classification stage, the Locality-Constrained Group Sparse Representation (LGSR) is adopted to utilize the intrinsic group information of these sub-STV features. The experimental results on KTH, Weizmann, and UCF sports datasets show that our method achieves better performance than the competing local spatiotemporal feature-based human action recognition methods. We propose a Multiscale Locality-Constrained Spatiotemporal Coding (MLSC) method to improve the traditional bag of features (BoF) algorithm which ignores the spatiotemporal relationship of local features for human action recognition in video. To model this spatiotemporal relationship, MLSC involves the spatiotemporal position of local feature into feature coding processing. It projects local features into a sub space-time-volume (sub-STV) and encodes them with a locality-constrained linear coding. A group of sub-STV features obtained from one video with MLSC and max-pooling are used to classify this video. In classification stage, the Locality-Constrained Group Sparse Representation (LGSR) is adopted to utilize the intrinsic group information of these sub-STV features. The experimental results on KTH, Weizmann, and UCF sports datasets show that our method achieves better performance than the competing local spatiotemporal feature-based human action recognition methods.We propose a Multiscale Locality-Constrained Spatiotemporal Coding (MLSC) method to improve the traditional bag of features (BoF) algorithm which ignores the spatiotemporal relationship of local features for human action recognition in video. To model this spatiotemporal relationship, MLSC involves the spatiotemporal position of local feature into feature coding processing. It projects local features into a sub space-time-volume (sub-STV) and encodes them with a locality-constrained linear coding. A group of sub-STV features obtained from one video with MLSC and max-pooling are used to classify this video. In classification stage, the Locality-Constrained Group Sparse Representation (LGSR) is adopted to utilize the intrinsic group information of these sub-STV features. The experimental results on KTH, Weizmann, and UCF sports datasets show that our method achieves better performance than the competing local spatiotemporal feature-based human action recognition methods. |
| Audience | Academic |
| Author | Liu, Yu Wang, Wei Zhang, Maojun Xu, Wei Wang, Bin |
| AuthorAffiliation | College of Information System and Manage, National University of Defense Technology, 109 Deya Road, Changsha, Hunan 410073, China |
| AuthorAffiliation_xml | – name: College of Information System and Manage, National University of Defense Technology, 109 Deya Road, Changsha, Hunan 410073, China |
| Author_xml | – sequence: 1 fullname: Zhang, Maojun – sequence: 2 fullname: Xu, Wei – sequence: 3 fullname: Wang, Wei – sequence: 4 fullname: Liu, Yu – sequence: 5 fullname: Wang, Bin |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/24194681$$D View this record in MEDLINE/PubMed |
| BookMark | eNqFkk1v1DAQhiNURD_gxB1F4oKAtP6Oc0FaVpRWWoREQeJmee1J6lViL05Ctf8ehyxVWwlVOUw0fub1zOs5zg588JBlLzE6xZjzM4IwPWOIC8afZEeY07IoGft5kB0RykUhMEOH2XHfbxCissT8WXZIGK6YkPgoa76M7eCKK6NbyFchBTfsimXw_RC182Dzq60eXBig24ao23wZrPNNXoc44_k56GGMkH_UfaIvxk77fGFSic-_gQmNd9P_8-xprdseXuzjSfbj_NP35UWx-vr5crlYFYaXZCgEXUMtbEUJslgSrnHJsS3xuhRVJYU0GnBJZZqYWokICMashGpdImINTemT7HLWtUFv1Da6TsedCtqpv4kQG6Xj4EwLSmhZQsW1lJKyFLXEpgZb82qtkeAyab2ftUa_1bsb3ba3ghipyXs1ea9m7xP-Yca347oDa8AnC9t7Pdw_8e5aNeG3SvMIwkgSeLMXiOHXCP2gOtcbaFvtIYy9woxVREhCpzFfP0A3YYw-OatIsowQThFN1OlMNel1lfN1SPea9FnonElbVLuUX1ApKEMMTwWv7o5w2_u_fUnAuxkwMfR9hPoRR_AD2rhh2qZpftf-p-btXHPtvNU37pEL9v1CQqDWd2BK0rPSP9N29EU |
| CitedBy_id | crossref_primary_10_1155_2014_238234 crossref_primary_10_1155_2018_9032945 crossref_primary_10_1155_2014_723213 |
| Cites_doi | 10.1145/1631272.1631297 10.5244/C.22.99 10.1016/j.patrec.2013.01.021 10.1109/CVPR.2011.5995624 10.1016/j.cviu.2012.01.002 10.1016/j.cviu.2011.09.010 10.1109/TPAMI.2009.132 10.1016/j.eswa.2013.06.024 10.1016/j.patrec.2011.05.015 10.1007/978-3-642-19309-5_51 10.1109/TPAMI.2011.253 10.1007/978-3-540-88688-4_48 10.1016/j.imavis.2011.12.006 10.1038/381607a0 10.1109/LSP.2012.2191615 10.1109/CVPR.2010.5540018 10.1109/VSPETS.2005.1570899 10.1167/12.9.834 10.1016/j.jvcir.2012.12.001 10.1016/j.image.2011.05.002 10.1109/CVPR.2008.4587756 10.1109/TPAMI.2008.79 10.1109/TIP.2011.2160956 10.1145/1291233.1291311 10.1145/1922649.1922653 10.5244/C.25.64 10.1126/science.290.5500.2323 10.1016/j.neucom.2012.06.011 10.1016/j.patcog.2011.08.014 10.1016/j.compeleceng.2012.05.005 10.1016/j.patcog.2012.11.014 10.1109/CVPR.2006.68 10.1109/TCE.2008.4560153 10.1007/978-3-642-27497-8 10.1155/2013/793013 10.1016/j.cviu.2010.10.002 10.1049/iet-ipr.2009.0278 10.1109/ICASSP.2008.4518059 |
| ContentType | Journal Article |
| Copyright | Copyright © 2013 Bin Wang et al. COPYRIGHT 2013 John Wiley & Sons, Inc. Copyright © 2013 Bin Wang et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0 Copyright © 2013 Bin Wang et al. 2013 |
| Copyright_xml | – notice: Copyright © 2013 Bin Wang et al. – notice: COPYRIGHT 2013 John Wiley & Sons, Inc. – notice: Copyright © 2013 Bin Wang et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0 – notice: Copyright © 2013 Bin Wang et al. 2013 |
| DBID | ADJCN AHFXO RHU RHW RHX AAYXX CITATION CGR CUY CVF ECM EIF NPM 3V. 7QP 7TK 7TM 7X2 7X7 7XB 88E 8FD 8FE 8FG 8FH 8FI 8FJ 8FK ABUWG AEUYN AFKRA ARAPS ATCPS AZQEC BENPR BGLVJ BHPHI CCPQU CWDGH DWQXO FR3 FYUFA GHDGH HCIFZ K9. M0K M0S M1P P5Z P62 P64 PHGZM PHGZT PIMPY PJZUB PKEHL PPXIY PQEST PQGLB PQQKQ PQUKI PRINS RC3 7X8 5PM ADTOC UNPAY DOA |
| DOI | 10.1155/2013/405645 |
| DatabaseName | الدوريات العلمية والإحصائية - e-Marefa Academic and Statistical Periodicals معرفة - المحتوى العربي الأكاديمي المتكامل - e-Marefa Academic Complete Hindawi Publishing Complete Hindawi Publishing Subscription Journals Hindawi Publishing Open Access CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed ProQuest Central (Corporate) Calcium & Calcified Tissue Abstracts Neurosciences Abstracts Nucleic Acids Abstracts Agricultural Science Collection Health & Medical Collection ProQuest Central (purchase pre-March 2016) Medical Database (Alumni Edition) Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Natural Science Journals ProQuest Hospital Collection Hospital Premium Collection (Alumni Edition) ProQuest Central (Alumni) (purchase pre-March 2016) ProQuest Central (Alumni) ProQuest One Sustainability ProQuest Central Advanced Technologies & Computer Science Collection Agricultural & Environmental Science Collection ProQuest Central Essentials ProQuest Central Technology Collection (via ProQuest SciTech Premium Collection) Natural Science Collection ProQuest One Community College Middle East & Africa Database ProQuest Central Engineering Research Database Health Research Premium Collection Health Research Premium Collection (Alumni) SciTech Premium Collection ProQuest Health & Medical Complete (Alumni) Agricultural Science Database Health & Medical Collection (Alumni Edition) Medical Database Advanced Technologies & Aerospace Database ProQuest Advanced Technologies & Aerospace Collection Biotechnology and BioEngineering Abstracts ProQuest Central Premium ProQuest One Academic Publicly Available Content Database ProQuest Health & Medical Research Collection ProQuest One Academic Middle East (New) ProQuest One Health & Nursing ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China Genetics Abstracts MEDLINE - Academic PubMed Central (Full Participant titles) Unpaywall for CDI: Periodical Content Unpaywall Directory of Open Access Journals |
| DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) Agricultural Science Database Publicly Available Content Database Technology Collection Technology Research Database ProQuest One Academic Middle East (New) ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials Nucleic Acids Abstracts ProQuest Health & Medical Complete (Alumni) ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest One Health & Nursing ProQuest Natural Science Collection ProQuest Central China ProQuest Central ProQuest One Applied & Life Sciences ProQuest One Sustainability ProQuest Health & Medical Research Collection Genetics Abstracts Health Research Premium Collection Middle East & Africa Database Health and Medicine Complete (Alumni Edition) Natural Science Collection ProQuest Central Korea Health & Medical Research Collection Agricultural & Environmental Science Collection ProQuest Central (New) ProQuest Medical Library (Alumni) Advanced Technologies & Aerospace Collection ProQuest One Academic Eastern Edition Agricultural Science Collection ProQuest Hospital Collection ProQuest Technology Collection Health Research Premium Collection (Alumni) ProQuest SciTech Collection Neurosciences Abstracts ProQuest Hospital Collection (Alumni) Biotechnology and BioEngineering Abstracts Advanced Technologies & Aerospace Database ProQuest Health & Medical Complete ProQuest Medical Library ProQuest One Academic UKI Edition Engineering Research Database ProQuest One Academic Calcium & Calcified Tissue Abstracts ProQuest One Academic (New) ProQuest Central (Alumni) MEDLINE - Academic |
| DatabaseTitleList | CrossRef Agricultural Science Database MEDLINE MEDLINE - Academic |
| Database_xml | – sequence: 1 dbid: RHX name: Hindawi Publishing Open Access url: http://www.hindawi.com/journals/ sourceTypes: Publisher – sequence: 2 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 3 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 4 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database – sequence: 5 dbid: UNPAY name: Unpaywall url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/ sourceTypes: Open Access Repository – sequence: 6 dbid: 8FG name: ProQuest Technology Collection url: https://search.proquest.com/technologycollection1 sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Sciences (General) |
| EISSN | 1537-744X |
| Editor | Haber, R. Zhu, Y. Melin, P. |
| Editor_xml | – sequence: 1 givenname: R. surname: Haber fullname: Haber, R. – sequence: 2 givenname: P. surname: Melin fullname: Melin, P. – sequence: 3 givenname: Y. surname: Zhu fullname: Zhu, Y. |
| EndPage | 11 |
| ExternalDocumentID | oai_doaj_org_article_6a87e95a8883495aa81cfedf59ba0658 10.1155/2013/405645 PMC3806242 A386340413 24194681 10_1155_2013_405645 1032883 |
| Genre | Research Support, Non-U.S. Gov't Journal Article Comparative Study |
| GrantInformation_xml | – fundername: http://dx.doi.org/10.13039/501100001809 National Natural Science Foundation of China grantid: 61175006 – fundername: http://dx.doi.org/10.13039/501100001809 National Natural Science Foundation of China grantid: 61175015 |
| GroupedDBID | 0R~ 123 24P 4.4 53G 5VS 7X2 7X7 88E 8FE 8FG 8FH 8FI 8FJ AAFWJ AAHBH AAMMB AAWTL ABUWG ACCMX ADBBV ADDVE ADJCN ADMLS ADRAZ AEFGJ AEGXH AEUYN AFKRA AFKWF AFPKN AGXDD AHFXO AIDQK AIDYY ALMA_UNASSIGNED_HOLDINGS AOIJS APEBS ARAPS ATCPS BAWUL BCNDV BENPR BGLVJ BHPHI BPHCQ BVXVI CCPQU CS3 CWDGH DA7 DIK E3Z EBD EBS EJD EMOBN FAC FYUFA GROUPED_DOAJ GX1 H13 HCIFZ HMCUK HYE IAO IEP IGS INH INR IPNFZ ITC KQ8 M0K M1P M48 OK1 P62 PGMZT PHGZM PHGZT PIMPY PJZUB PPXIY PQGLB PQQKQ PROAC PSQYO PUEGO RIG RPM SV3 TUS UKHRP 3V. AAJEY ACHIH M~E RHU RHW RHX AAYXX CITATION CGR CUY CVF ECM EIF NPM 7QP 7TK 7TM 7XB 8FD 8FK AZQEC DWQXO FR3 K9. P64 PKEHL PQEST PQUKI PRINS RC3 7X8 5PM ADTOC UNPAY |
| ID | FETCH-LOGICAL-c572t-63bef6d9320d1825a1751d71b7699868cae17380133d802e644d8e9b702dc3013 |
| IEDL.DBID | M48 |
| ISSN | 2356-6140 1537-744X |
| IngestDate | Tue Oct 14 19:09:02 EDT 2025 Sun Oct 26 04:02:39 EDT 2025 Tue Sep 30 16:52:56 EDT 2025 Thu Oct 02 08:57:03 EDT 2025 Tue Oct 07 06:30:45 EDT 2025 Mon Oct 20 17:01:34 EDT 2025 Thu Apr 03 06:59:32 EDT 2025 Thu Apr 24 22:53:41 EDT 2025 Wed Oct 01 02:33:43 EDT 2025 Sun Jun 02 18:48:22 EDT 2024 Thu Sep 25 15:07:01 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 2013 |
| Language | English |
| License | This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. cc-by |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c572t-63bef6d9320d1825a1751d71b7699868cae17380133d802e644d8e9b702dc3013 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 ObjectType-Article-2 ObjectType-Feature-1 content type line 23 Academic Editors: R. Haber, P. Melin, and Y. Zhu |
| ORCID | 0000-0002-4198-8823 |
| OpenAccessLink | https://dx.doi.org/10.1155/2013/405645 |
| PMID | 24194681 |
| PQID | 2175225303 |
| PQPubID | 1136335 |
| PageCount | 11 |
| ParticipantIDs | doaj_primary_oai_doaj_org_article_6a87e95a8883495aa81cfedf59ba0658 unpaywall_primary_10_1155_2013_405645 pubmedcentral_primary_oai_pubmedcentral_nih_gov_3806242 proquest_miscellaneous_1449268231 proquest_journals_2175225303 gale_infotracacademiconefile_A386340413 pubmed_primary_24194681 crossref_primary_10_1155_2013_405645 crossref_citationtrail_10_1155_2013_405645 hindawi_primary_10_1155_2013_405645 emarefa_primary_1032883 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2013-01-01 |
| PublicationDateYYYYMMDD | 2013-01-01 |
| PublicationDate_xml | – month: 01 year: 2013 text: 2013-01-01 day: 01 |
| PublicationDecade | 2010 |
| PublicationPlace | Cairo, Egypt |
| PublicationPlace_xml | – name: Cairo, Egypt – name: United States – name: Cairo |
| PublicationTitle | TheScientificWorld |
| PublicationTitleAlternate | ScientificWorldJournal |
| PublicationYear | 2013 |
| Publisher | Hindawi Publishing Corporation John Wiley & Sons, Inc Wiley |
| Publisher_xml | – name: Hindawi Publishing Corporation – name: John Wiley & Sons, Inc – name: Wiley |
| References | (22) 2012; 12 (32) 2013; 46 (33) 2009; 31 2013, http://spams-devel.gforge.inria.fr (13) 2013; 40 Tran K. N. Kakadiaris I. A. Shah S. K. Modeling motion of body parts for action recognition Proceedings of the British Machine Vision Conference (BMVC '11) 2011 1 12 Willems G. Tuytelaars T. Van Gool L. An efficient dense and scale-invariant spatio-temporal interest point detector Proceedings of the Europen Conference on Computer Vision (ECCV '08) 2008 650 663 Klaser A. Marszalek M. Schmid C. A spatio-temporal descriptor based on 3D-gradients 2008 Proceedings of the British Machine Vision Conference (BMVC '08) (23) 2012; 116 (35) 2012; 19 (5) 2011; 115 (36) 2012; 45 Liu M. Yan S. Fu Y. Huang T. S. Flexible X-Y patches for face recognition Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '08) April 2008 2113 2116 2-s2.0-51449120709 10.1109/ICASSP.2008.4518059 (30) 2000; 290 (38) 2012; 21 Laptev I. Marszałek M. Schmid C. Rozenfeld B. Learning realistic human actions from movies Proceedings of the 26th IEEE Conference on Computer Vision and Pattern Recognition (CVPR '08) June 2008 1 8 2-s2.0-51949083365 10.1109/CVPR.2008.4587756 Lazebnik S. Schmid C. Ponce J. Beyond bags of features: spatial pyramid matching for recognizing natural scene categories Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '06) June 2006 2169 2178 2-s2.0-33845572523 10.1109/CVPR.2006.68 (1) 2013; 2013 Wang J. Locally linear embedding Geometric Structure of High-Dimensional Data and Dimensionality Reduction 2011 Berlin, Germany Springer 203 220 (12) 2012; 27 Yu K. Zhang T. Gong Y. Nonlinear learning using local coordinate coding Proceedings of the 23rd Annual Conference on Neural Information Processing Systems (NIPS '09) December 2009 2223 2231 2-s2.0-84858737688 Scovanner P. Ali S. Shah M. A 3-dimensional sift descriptor and its application to action recognition Proceedings of the 15th ACM International Conference on Multimedia (MM '07) September 2007 357 360 2-s2.0-37849037402 10.1145/1291233.1291311 Wu X. Xu D. Duan L. Luo J. Action recognition using context and appearance distribution features Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '11) June 2011 489 496 2-s2.0-80052908096 10.1109/CVPR.2011.5995624 Zhu G. Yang M. Yu K. Xu W. Gong Y. Detecting video events based on action recognition in complex scenes using spatio-temporal descriptor Proceedings of the 17th ACM International Conference on Multimedia (MM '09) October 2009 ACM 165 174 2-s2.0-72449171990 10.1145/1631272.1631297 (21) 2012; 116 Zhu Y. Zhao X. Fu Y. Sparse coding on local spatial-temporal volumes for human action recognition Proceedings of the Computer Vision (ACCV '10) 2010 Berlin, Germany Springer 660 671 (7) 2010; 4 (6) 2011; 43 Dollár P. Rabaud V. Cottrell G. Belongie S. Behavior recognition via sparse spatio-temporal features Proceedings of the 2nd Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (VS-PETS '05) October 2005 65 72 2-s2.0-33846622081 10.1109/VSPETS.2005.1570899 (8) 2013; 34 (10) 2012; 38 (3) 2008; 54 Wang J. Yang J. Yu K. Lv F. Huang T. Gong Y. Locality-constrained linear coding for image classification Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '10) June 2010 3360 3367 2-s2.0-77955996870 10.1109/CVPR.2010.5540018 (25) 2012; 34 (27) 1996; 381 (11) 2013; 24 (14) 2012; 33 (15) 2013; 99 (26) 2010; 32 (2) 2012; 30 e_1_2_7_5_2 e_1_2_7_4_2 e_1_2_7_3_2 e_1_2_7_2_2 e_1_2_7_9_2 e_1_2_7_8_2 e_1_2_7_7_2 e_1_2_7_6_2 e_1_2_7_19_2 e_1_2_7_18_2 e_1_2_7_17_2 e_1_2_7_16_2 e_1_2_7_15_2 e_1_2_7_1_2 e_1_2_7_14_2 e_1_2_7_40_2 e_1_2_7_13_2 e_1_2_7_12_2 e_1_2_7_11_2 e_1_2_7_10_2 e_1_2_7_26_2 e_1_2_7_27_2 e_1_2_7_28_2 e_1_2_7_29_2 e_1_2_7_25_2 e_1_2_7_24_2 e_1_2_7_30_2 e_1_2_7_23_2 e_1_2_7_31_2 e_1_2_7_22_2 e_1_2_7_32_2 e_1_2_7_21_2 e_1_2_7_33_2 e_1_2_7_20_2 e_1_2_7_34_2 e_1_2_7_35_2 e_1_2_7_36_2 e_1_2_7_37_2 e_1_2_7_38_2 e_1_2_7_39_2 19110489 - IEEE Trans Pattern Anal Mach Intell. 2009 Feb;31(2):210-27 8637596 - Nature. 1996 Jun 13;381(6583):607-9 20489229 - IEEE Trans Pattern Anal Mach Intell. 2010 Jul;32(7):1271-83 11125150 - Science. 2000 Dec 22;290(5500):2323-6 21724511 - IEEE Trans Image Process. 2012 Jan;21(1):316-26 23843739 - ScientificWorldJournal. 2013;2013:793013 22745001 - IEEE Trans Pattern Anal Mach Intell. 2012 Aug;34(8):1576-88 |
| References_xml | – reference: 2013, http://spams-devel.gforge.inria.fr/ – reference: Zhu G. Yang M. Yu K. Xu W. Gong Y. Detecting video events based on action recognition in complex scenes using spatio-temporal descriptor Proceedings of the 17th ACM International Conference on Multimedia (MM '09) October 2009 ACM 165 174 2-s2.0-72449171990 10.1145/1631272.1631297 – volume: 19 start-page: 439 issue: 7 year: 2012 end-page: 442 ident: 35 article-title: Action recognition using context-constrained linear coding – reference: Wang J. Locally linear embedding Geometric Structure of High-Dimensional Data and Dimensionality Reduction 2011 Berlin, Germany Springer 203 220 – volume: 54 start-page: 719 issue: 2 year: 2008 end-page: 726 ident: 3 article-title: A sequence-action recognition applying state machine for user interface – reference: Wu X. Xu D. Duan L. Luo J. Action recognition using context and appearance distribution features Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '11) June 2011 489 496 2-s2.0-80052908096 10.1109/CVPR.2011.5995624 – reference: Lazebnik S. Schmid C. Ponce J. Beyond bags of features: spatial pyramid matching for recognizing natural scene categories Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '06) June 2006 2169 2178 2-s2.0-33845572523 10.1109/CVPR.2006.68 – volume: 30 start-page: 1 issue: 1 year: 2012 end-page: 14 ident: 2 article-title: Structured learning of local features for human action classification and localization – volume: 116 start-page: 396 issue: 3 year: 2012 end-page: 410 ident: 23 article-title: Selective spatio-temporal interest points – reference: Liu M. Yan S. Fu Y. Huang T. S. Flexible X-Y patches for face recognition Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '08) April 2008 2113 2116 2-s2.0-51449120709 10.1109/ICASSP.2008.4518059 – volume: 31 start-page: 210 issue: 2 year: 2009 end-page: 227 ident: 33 article-title: Robust face recognition via sparse representation – volume: 115 start-page: 224 issue: 2 year: 2011 end-page: 241 ident: 5 article-title: A survey of vision-based methods for action representation, segmentation and recognition – reference: Zhu Y. Zhao X. Fu Y. Sparse coding on local spatial-temporal volumes for human action recognition Proceedings of the Computer Vision (ACCV '10) 2010 Berlin, Germany Springer 660 671 – volume: 116 start-page: 593 issue: 5 year: 2012 end-page: 605 ident: 21 article-title: Action recognition via bio-inspired features: the richness of center-surround interaction – volume: 12 start-page: 834 issue: 9 year: 2012 end-page: 834 ident: 22 article-title: Statistics of natural action structures and human action recognition – volume: 33 start-page: 438 issue: 4 year: 2012 end-page: 445 ident: 14 article-title: Human action segmentation and recognition via motion and shape analysis – volume: 43 issue: 3, article 16 year: 2011 ident: 6 article-title: Human activity analysis: a review – volume: 21 start-page: 316 issue: 1 year: 2012 end-page: 326 ident: 38 article-title: Human gait recognition using patch distribution feature and locality-constrained group sparse representation – volume: 24 start-page: 217 issue: 3 year: 2013 end-page: 231 ident: 11 article-title: Human action recognition employing negative space features – volume: 40 start-page: 6848 issue: 17 year: 2013 end-page: 6855 ident: 13 article-title: Human action recognition based on skeleton splitting – volume: 34 start-page: 1576 issue: 8 year: 2012 end-page: 1588 ident: 25 article-title: Learning sparse representations for human action recognition – volume: 45 start-page: 1220 issue: 3 year: 2012 end-page: 1234 ident: 36 article-title: Fusing appearance and distribution information of interest points for action recognition – volume: 46 start-page: 1277 issue: 5 year: 2013 end-page: 1287 ident: 32 article-title: Locality-sensitive dictionary learning for sparse representation based classification – volume: 99 start-page: 144 issue: 1 year: 2013 end-page: 153 ident: 15 article-title: LF-EME: local features with elastic manifold embedding for human action recognition – reference: Tran K. N. Kakadiaris I. A. Shah S. K. Modeling motion of body parts for action recognition Proceedings of the British Machine Vision Conference (BMVC '11) 2011 1 12 – volume: 290 start-page: 2323 issue: 5500 year: 2000 end-page: 2326 ident: 30 article-title: Nonlinear dimensionality reduction by locally linear embedding – reference: Yu K. Zhang T. Gong Y. Nonlinear learning using local coordinate coding Proceedings of the 23rd Annual Conference on Neural Information Processing Systems (NIPS '09) December 2009 2223 2231 2-s2.0-84858737688 – reference: Dollár P. Rabaud V. Cottrell G. Belongie S. Behavior recognition via sparse spatio-temporal features Proceedings of the 2nd Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (VS-PETS '05) October 2005 65 72 2-s2.0-33846622081 10.1109/VSPETS.2005.1570899 – reference: Wang J. Yang J. Yu K. Lv F. Huang T. Gong Y. Locality-constrained linear coding for image classification Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '10) June 2010 3360 3367 2-s2.0-77955996870 10.1109/CVPR.2010.5540018 – volume: 2013 year: 2013 end-page: 13 ident: 1 article-title: Memory-based multiagent coevolution modeling for robust moving object tracking – volume: 38 start-page: 1177 issue: 5 year: 2012 end-page: 1185 ident: 10 article-title: Human typical action recognition using gray scale image of silhouette sequence – volume: 381 start-page: 607 issue: 6583 year: 1996 end-page: 609 ident: 27 article-title: Emergence of simple-cell receptive field properties by learning a sparse code for natural images – reference: Willems G. Tuytelaars T. Van Gool L. An efficient dense and scale-invariant spatio-temporal interest point detector Proceedings of the Europen Conference on Computer Vision (ECCV '08) 2008 650 663 – volume: 4 start-page: 486 issue: 6 year: 2010 end-page: 493 ident: 7 article-title: Tensor-based projection using ridge regression and its application to action classification – volume: 34 start-page: 1799 issue: 15 year: 2013 end-page: 1807 ident: 8 article-title: Silhouette-based Human action recognition using sequences of key poses – reference: Scovanner P. Ali S. Shah M. A 3-dimensional sift descriptor and its application to action recognition Proceedings of the 15th ACM International Conference on Multimedia (MM '07) September 2007 357 360 2-s2.0-37849037402 10.1145/1291233.1291311 – reference: Laptev I. Marszałek M. Schmid C. Rozenfeld B. Learning realistic human actions from movies Proceedings of the 26th IEEE Conference on Computer Vision and Pattern Recognition (CVPR '08) June 2008 1 8 2-s2.0-51949083365 10.1109/CVPR.2008.4587756 – reference: Klaser A. Marszalek M. Schmid C. A spatio-temporal descriptor based on 3D-gradients 2008 Proceedings of the British Machine Vision Conference (BMVC '08) – volume: 27 start-page: 96 issue: 1 year: 2012 end-page: 111 ident: 12 article-title: Human action recognition using Pose-based discriminant embedding – volume: 32 start-page: 1271 issue: 7 year: 2010 end-page: 1283 ident: 26 article-title: Visual word ambiguity – ident: e_1_2_7_4_2 doi: 10.1145/1631272.1631297 – ident: e_1_2_7_17_2 doi: 10.5244/C.22.99 – ident: e_1_2_7_8_2 doi: 10.1016/j.patrec.2013.01.021 – ident: e_1_2_7_34_2 doi: 10.1109/CVPR.2011.5995624 – ident: e_1_2_7_21_2 doi: 10.1016/j.cviu.2012.01.002 – ident: e_1_2_7_23_2 doi: 10.1016/j.cviu.2011.09.010 – ident: e_1_2_7_26_2 doi: 10.1109/TPAMI.2009.132 – ident: e_1_2_7_13_2 doi: 10.1016/j.eswa.2013.06.024 – ident: e_1_2_7_14_2 doi: 10.1016/j.patrec.2011.05.015 – ident: e_1_2_7_24_2 doi: 10.1007/978-3-642-19309-5_51 – ident: e_1_2_7_25_2 doi: 10.1109/TPAMI.2011.253 – ident: e_1_2_7_19_2 doi: 10.1007/978-3-540-88688-4_48 – ident: e_1_2_7_2_2 doi: 10.1016/j.imavis.2011.12.006 – ident: e_1_2_7_27_2 doi: 10.1038/381607a0 – ident: e_1_2_7_35_2 doi: 10.1109/LSP.2012.2191615 – ident: e_1_2_7_29_2 doi: 10.1109/CVPR.2010.5540018 – ident: e_1_2_7_16_2 doi: 10.1109/VSPETS.2005.1570899 – ident: e_1_2_7_22_2 doi: 10.1167/12.9.834 – ident: e_1_2_7_11_2 doi: 10.1016/j.jvcir.2012.12.001 – ident: e_1_2_7_12_2 doi: 10.1016/j.image.2011.05.002 – ident: e_1_2_7_20_2 doi: 10.1109/CVPR.2008.4587756 – ident: e_1_2_7_33_2 doi: 10.1109/TPAMI.2008.79 – ident: e_1_2_7_38_2 doi: 10.1109/TIP.2011.2160956 – ident: e_1_2_7_18_2 doi: 10.1145/1291233.1291311 – ident: e_1_2_7_6_2 doi: 10.1145/1922649.1922653 – ident: e_1_2_7_9_2 doi: 10.5244/C.25.64 – ident: e_1_2_7_30_2 doi: 10.1126/science.290.5500.2323 – ident: e_1_2_7_15_2 doi: 10.1016/j.neucom.2012.06.011 – ident: e_1_2_7_36_2 doi: 10.1016/j.patcog.2011.08.014 – ident: e_1_2_7_10_2 doi: 10.1016/j.compeleceng.2012.05.005 – ident: e_1_2_7_32_2 doi: 10.1016/j.patcog.2012.11.014 – ident: e_1_2_7_40_2 – ident: e_1_2_7_37_2 doi: 10.1109/CVPR.2006.68 – ident: e_1_2_7_3_2 doi: 10.1109/TCE.2008.4560153 – ident: e_1_2_7_31_2 doi: 10.1007/978-3-642-27497-8 – ident: e_1_2_7_28_2 – ident: e_1_2_7_1_2 doi: 10.1155/2013/793013 – ident: e_1_2_7_5_2 doi: 10.1016/j.cviu.2010.10.002 – ident: e_1_2_7_7_2 doi: 10.1049/iet-ipr.2009.0278 – ident: e_1_2_7_39_2 doi: 10.1109/ICASSP.2008.4518059 – reference: 20489229 - IEEE Trans Pattern Anal Mach Intell. 2010 Jul;32(7):1271-83 – reference: 21724511 - IEEE Trans Image Process. 2012 Jan;21(1):316-26 – reference: 22745001 - IEEE Trans Pattern Anal Mach Intell. 2012 Aug;34(8):1576-88 – reference: 11125150 - Science. 2000 Dec 22;290(5500):2323-6 – reference: 8637596 - Nature. 1996 Jun 13;381(6583):607-9 – reference: 23843739 - ScientificWorldJournal. 2013;2013:793013 – reference: 19110489 - IEEE Trans Pattern Anal Mach Intell. 2009 Feb;31(2):210-27 |
| SSID | ssj0038715 ssib053847956 |
| Score | 2.242272 |
| Snippet | We propose a Multiscale Locality-Constrained Spatiotemporal Coding (MLSC) method to improve the traditional bag of features (BoF) algorithm which ignores the... We propose a Multiscale Locality‐Constrained Spatiotemporal Coding (MLSC) method to improve the traditional bag of features (BoF) algorithm which ignores the... |
| SourceID | doaj unpaywall pubmedcentral proquest gale pubmed crossref hindawi emarefa |
| SourceType | Open Website Open Access Repository Aggregation Database Index Database Enrichment Source Publisher |
| StartPage | 1 |
| SubjectTerms | Algorithms Classification Codes Coding Dictionaries Feature recognition Human activity recognition Human motion Humans Image processing Information processing Methods Models, Theoretical Motor Activity Multiscale analysis Pattern recognition Pattern Recognition, Automated - methods Signal processing Software Spacetime Support Vector Machine Video data |
| SummonAdditionalLinks | – databaseName: Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1La9wwEBYlUNpLafp0mxaVpvQBJrb1Pm5CQyhtD00DuQnJkpvA4g3ZXUL-fWZkrdmlIb30aEtgSTOa-T5LM0PIbueN8lq4MsjOYwkzXppYdSUSH_DmdawqDBT-8VMenfBvp-J0rdQX3gkb0gMPC7cnnVbRCAdMjQGYd07XbRdDJ4x36D7R-lbarMjUYIMZ0ACRo_HAYQLDr9keQBOJUUtr_iel6U-xuA6e3WiW758hIb46vw12_n178sGyv3DXV246XXNNh4_Jo4wp6WSYyza5F_snZDvv2jn9lFNLf35K_qR42_IYBBPpd3RjAMJLLNqZSkXEQI_TDeucsGpKD2bo2ygg26E7Rci4vIx0H7xfoOkIgE5SbAT9tbqLNOufkZPDr78PjspcaqFshWoWpWQ-djIAmKsCMA7hAFXUQdVeSeBjUrcu1oqBN2Ms6KqJgKKCjsarqgkt2Aj2nGz1sz6-JNRz04H8W2kaxz3XjrdcisiY5ywoEQryZSUA2-Y85DjHqU18RAiL0rKDtAqyO3a-GNJv3N5tHyU5dsGc2ekFaJLNmmT_pUkFeZH1YO1TDKsxF-Qj6oXFPQ9DbV0OXYAJY_YsO2FaMl4BHijI-6w6dw93Z6VWNpuMuQVuCFhYAKQoyLuxGTY7nuC4Ps6Wc-BpmN8RT25hsIMWjt8BKGa41NCiNvRzY1E2W_rzs5RQHASLYUIF-TBq8l3Df_U_Vvs1edikyiL4N2uHbC0ul_EN4LuFf5u28g3fqEhO priority: 102 providerName: Directory of Open Access Journals – databaseName: Hindawi Publishing Open Access dbid: RHX link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3da9swED_WwthexrpPb93QWMc-wMyOPiw_pmUljG0P7Qp5E5Ilt4XglCah7L_fnayYZi1lj4kOLPlOut_Pug-AvdbVldPS5l61jlqYibwORZsT8UFvXoaioEThn7_U5ER8n8ppCpBd3LzCR2-H9LzkXxFXKCG3YEsrCtw6mkzX5y1HyC9T5t0_4hu-Jpbkj3m3Fn_b4Qi-f0bk9-r8Noh5M1Lywaq7sH-u7Gx2zQ0dPoZHCT-yca_wHbgXuiewk3bogn1KZaQ_P4XTmFubH6MSAvtBLgsBd04NOmNbiODZcYymTsWpZuxgTn6MIYrtxRnBw9VlYPvo6TyLn_vZOOZBsKN13NG8ewYnh99-H0zy1FYhb2Q1WuaKu9Aqj8Ct8MgupEUEUfqqdJVC7qV0Y0NZcfRcnHtdjAIiJq9D7api5Bs8D_hz2O7mXXgJzIm6RV03qh5Z4YS2ohFKBs6d4L6SPoMvawWYJtUcpzXOTOQeUhrSlum1lcHeIHzRl9q4XWyfNDmIUH3s-AfajEnbzSirq1BLi_yeIwW0VpdNG3wra2cJdGXwItnBtUdx6rycwUeyC0P7G6fa2JSmgAumSllmzLXiokDfn8H7ZDp3T3d3bVYmHQ8LgzwQca9E-JDBu2EYNzbd1tguzFcL5GRUy5FuaXGyvRUOz0HYVQulcaTasM-Nl7I50p2fxeLhqFhKCcrgw2DJd03_1X8t8jU8HMU2IfRpahe2l5er8AbB2tK9jXv1L8QdNMk priority: 102 providerName: Hindawi Publishing – databaseName: ProQuest Central dbid: BENPR link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1ba9RAFB7qFtEXsV6jVUasqIWwSeaSyYPIbmkpoou0FvoWJplJW1iSdS8U_73nTCZxF8s-JjNsJntu38nM-Q4hB1WRpYUSOjSyKrCFGQ8zG1UhJj4QzWMbRVgo_GMiTy_4t0txuUMmXS0MHqvsfKJz1KYp8Rv5EKAzQAUBHvfr7HeIXaNwd7VroaF9awXzxVGM3SO7CTJjDcju-Hjy86zTMLBunmbIHtP6agbpgnDt54SEJIpHvoIPfmQIkZENAc5IrHRai1mO2t_V72q41r0rv3-NSfTtzV1Q9f8Tlw9W9Uz_udXT6Vo4O3lMHnkcSket4uyRHVs_IXve0hf0k6ej_vyUXLka3fAchGnpdwx9ANxDbPTp2ktYQ8_dqWxPcjWlRw3GQwpouJ1OEWau5paOIWIa6rYN6MjVU9Cz7vxSUz8jFyfHv45OQ9-eISxFmixDyQpbSQMAMDKQpQgNEopNGhephBxOqlLbOGUQARkzKkosIC-jbFakUWJK8CvsORnUTW1fElrwrAKdKWWWaF5wpXnJpbCMFZyZVJiAHHYCyEvPXY7vOM1dDiNEjtLKW2kF5KCfPGspO-6eNkZJ9lOQZ9vdaOZXuTfbXGqV2kxopRSDVFJrFZeVNZXICo3gLSAvvB6sPYphB-eAfES9yNFPwFJL7csd4IWRcSsfMSUZjwBDBOS9V53ty93v1Cr3bmaR_zOKgLzrh8FB4K6Prm2zWkBuh5yQuNsLi221sH8OwLeMSwUj6YZ-bvwpmyP1zbUjIQfBYmlRQD70mrxt-a-2L_81eZi4PiP4bWufDJbzlX0DaG9ZvPUm_BfrBEtg priority: 102 providerName: ProQuest – databaseName: Unpaywall dbid: UNPAY link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3bbtQwELXKVghegHINFGREERcp2yS-xBFP24qqQlAhykqLhBTZsUNLV8lqL1rBE5_AN_IljB0n2oWqQjwm9iZjZzxzZu05g9BOqbJUCSZDzUtlS5jRMDNRGdrAB7x5bKLIJgq_O-KHQ_pmxEYb6FWbC6MtRXwt9ax_YmPS5amz1n5eZ7vz2fIrxOsx2QWgwSnrT3R5CW1yBkC8hzaHR-8HnxqG1DRMKR250nKMQ4BEI5-dBw509Qlr_sjR9rvcXAnXsjPTl70w58HQv09TXllUE_ltKcfjFVd1cB19bgfZnFA56y_mql98_4P_8T9n4Qa65iEsHjQ6t4U2THUTbXkjMcPPPZP1i1vozKX3_vrx8xg0weC31m8C6ocbtk6oq05hND52h7o9R9YY79fWnWIA080PsEWpi6nBe-BwNXa7Dnjg0jHwh_b4U13dRsOD1x_3D0Nf3SEsWJrMQ06UKbkG_BhpCHKYBCAT6zRWKYcQkItCmjgl4EAJ0SJKDAA3LUym0ijRBZglcgf1qroy9xBWNCtB5QqeJZIqKiQtKGeGEEWJTpkO0Mv2G-eFpz63YxznLgRiLLeTmTeTGaCdrvOkYfw4v9ueVZaui6Xpdjfq6Zfcr_qcS5GajEkhBIFIVEoRF6XRJcuUtNgvQHe9qq28itgC0AF6ZlUvt2YGRC2kz5aAAVvCrnxABCc0AggSoCdeSS4Wd7vV3LzVoxzCUYDfDFBMgB53zWBf7KaRrEy9mEFoaCkl7WYxCNsoevceQH8Z5QJa0rUlsDYp6y3V6YnjMIcPazOTAvS0WywXiX__H_s9QFcTV6_E_ke2jXrz6cI8BNQ4V4-8dfgNZ7BnNA priority: 102 providerName: Unpaywall |
| Title | Multi-Scale Locality-Constrained Spatiotemporal Coding for Local Feature Based Human Action Recognition |
| URI | https://search.emarefa.net/detail/BIM-1032883 https://dx.doi.org/10.1155/2013/405645 https://www.ncbi.nlm.nih.gov/pubmed/24194681 https://www.proquest.com/docview/2175225303 https://www.proquest.com/docview/1449268231 https://pubmed.ncbi.nlm.nih.gov/PMC3806242 https://downloads.hindawi.com/journals/tswj/2013/405645.pdf https://doaj.org/article/6a87e95a8883495aa81cfedf59ba0658 |
| UnpaywallVersion | publishedVersion |
| Volume | 2013 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAFT databaseName: Open Access Digital Library customDbUrl: eissn: 1537-744X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: KQ8 dateStart: 20010101 isFulltext: true titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html providerName: Colorado Alliance of Research Libraries – providerCode: PRVAFT databaseName: Open Access Digital Library customDbUrl: eissn: 1537-744X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: KQ8 dateStart: 20110101 isFulltext: true titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html providerName: Colorado Alliance of Research Libraries – providerCode: PRVAFT databaseName: Open Access Digital Library customDbUrl: eissn: 1537-744X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: KQ8 dateStart: 20120103 isFulltext: true titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html providerName: Colorado Alliance of Research Libraries – providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 1537-744X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: DOA dateStart: 20010101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVEBS databaseName: Inspec with Full Text customDbUrl: eissn: 1537-744X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: ADMLS dateStart: 20120101 isFulltext: true titleUrlDefault: https://www.ebsco.com/products/research-databases/inspec-full-text providerName: EBSCOhost – providerCode: PRVBFR databaseName: Free Medical Journals customDbUrl: eissn: 1537-744X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: DIK dateStart: 20000101 isFulltext: true titleUrlDefault: http://www.freemedicaljournals.com providerName: Flying Publisher – providerCode: PRVFQY databaseName: GFMER Free Medical Journals customDbUrl: eissn: 1537-744X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: GX1 dateStart: 0 isFulltext: true titleUrlDefault: http://www.gfmer.ch/Medical_journals/Free_medical.php providerName: Geneva Foundation for Medical Education and Research – providerCode: PRVAQN databaseName: PubMed Central customDbUrl: eissn: 1537-744X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: RPM dateStart: 20000101 isFulltext: true titleUrlDefault: https://www.ncbi.nlm.nih.gov/pmc/ providerName: National Library of Medicine – providerCode: PRVPQU databaseName: Health & Medical Collection customDbUrl: eissn: 1537-744X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: 7X7 dateStart: 20120101 isFulltext: true titleUrlDefault: https://search.proquest.com/healthcomplete providerName: ProQuest – providerCode: PRVPQU databaseName: Middle East & Africa Database customDbUrl: eissn: 1537-744X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: CWDGH dateStart: 20120101 isFulltext: true titleUrlDefault: https://search.proquest.com/middleeastafrica providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: http://www.proquest.com/pqcentral?accountid=15518 eissn: 1537-744X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: BENPR dateStart: 20120101 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Technology Collection customDbUrl: eissn: 1537-744X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: 8FG dateStart: 20120101 isFulltext: true titleUrlDefault: https://search.proquest.com/technologycollection1 providerName: ProQuest – providerCode: PRVFZP databaseName: Scholars Portal Journals: Open Access customDbUrl: eissn: 1537-744X dateEnd: 20250131 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: M48 dateStart: 20011201 isFulltext: true titleUrlDefault: http://journals.scholarsportal.info providerName: Scholars Portal – providerCode: PRVFZP databaseName: Scholars Portal Journals: Open Access customDbUrl: eissn: 1537-744X dateEnd: 20140228 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: M48 dateStart: 20110801 isFulltext: true titleUrlDefault: http://journals.scholarsportal.info providerName: Scholars Portal – providerCode: PRVWIB databaseName: Wiley Online Library Open Access customDbUrl: eissn: 1537-744X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0038715 issn: 1537-744X databaseCode: 24P dateStart: 20000101 isFulltext: true titleUrlDefault: https://authorservices.wiley.com/open-science/open-access/browse-journals.html providerName: Wiley-Blackwell |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3ra9swEBd9MLYvY93TWxc01rEHeLOjpz-MkY5mYdBQygLZJyNbclsITpcHXf_73cmKabasXwyOFCT77nS_n6W7I-SgKjJVaGFiK6sCS5jxOHNJFSPxAW-euiTBQOHjoRyM-PexGG-RVTHO8ALnG6kd1pMazSYff_-6_gIG_9kbvBDA31P2CYCH5GKb7IKLyrCGwzFvtxMYsAIRgvP--gMmA-ZA5KVO1zyTT-Dvo3QN3Jt2wb5zjlT56mITIP33XOXdZX1prq_MZHLDafUfkPsBbdJeox57ZMvVD8lesOc5fReSTr9_RM58JG48B5E56h0cwPO4RPSIRSScpXN_9jqksprQcopejwLmbbrTyvkcoRT9oqW-9h9toiZoe0ppWj8mo_7Rj6-DOBRhiEuhuotYssJV0gLMSyxwEWEAb6RWpYWSwNSkLo1LFQM_x5jVSdcBvrLaZYVKuraE1YM9ITv1tHbPCC14VoFmlDLrGl5wbXjJpXCMFZxZJWxEPqwEkJchQzk-4yT3TEWIHAWXN4KLyEHb-bJJzLG52yFKsu2C2bT9D9PZWR6MM5dGK5cJo7VmQBiN0WlZOVuJrDAI0SLyNOjBjaEY1mmOyFvUixz1E6ZamhDUAA-MebXyHtOS8QSQQkReB9W5fbr7K7XKV7aQA2sElCwAbETkVdsMywDu7ZjaTZdzYHCY-RH3dGGyjRa246wUPCJqTT_XXsp6S31x7lONg2AxgCgib1pNvm36z_879gtyr-sLieDHq32ys5gt3UuAc4uiQ7bVWMFV9791yO7h0fDktOM_jXS8EcP1dDCGltHwpPfzD6IYSVQ |
| linkProvider | Scholars Portal |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lc9MwENaUdJhyAcrTUEAMLa8ZN45lyfaBQ5pSUpr20MfQm5Etue2QcUIekyk_ir_CX2JXlkMCndx64JhYY8vSt7vfWvsgZD1P4zCNuHSVyFNsYRa4sfZyFx0fsOYN7XmYKLx_INonwedTfrpEfla5MBhWWelEo6hVL8Nv5HWgzkAVOGhcG0G5py8n4J8NP-xuw2Zu-P7Ox-NW27UtBNyMh_7IFSzVuVBAUjwFTJpLuEtDhY00FOBniCiTuhEy0NKMqcjzNbADFek4DT1fZYB9Bvd93f_uYpcqPM21LTtukGXAecOvkeXWl-1P7QrBoD2CMMbqNKUtYOCOcNPejgtw0gLPZgiCEa-D5WV1oEsCM6lmbKJpHWDygyX8llNTcfMcnfTJxVVU-N-IzpVx0ZeXE9ntzpjLnTvkV7XQZZTMt83xKN3MfvxVg_L_2Ym75LZl7rRZitoqWdLFPbJqdeOQvrUFvN_dJ2cmq9k9Avhr2kGyAK6Oi61RTUMOreiRiWO3ZcG6tNVDBkHBfyiHUyTm44GmW8AxFDUHLbRpMlDoYRXx1SsekJNrWYOHpFb0Cv2Y0DSIc5CyTMS-DNIgkkEWCK4ZSwOmQq4c8r6CVJLZau_4jt3EeH2cJ4i_pMSfQ9ang_tlkZOrh20hNqdDsDK5-aM3OEusokuEjEIdcxlFEQPnW8qokeVa5TxOJdJdhzyyyJ55FMOe1w55g0hPULPCVDNpE0TghbFGWdJkkWCBB6zLIa-sMCye7lqF38Qq5mHyB7wOeTm9DCoVz8lkoXvjIXjDWEUTz8dhsqVcTZ8DhDcORARXwjmJm1uU-SvFxbkp2w4bi8lYDtmYyuai6T9ZPP0XZKV9vN9JOrsHe0_JLd90acEvg2ukNhqM9TPgyqP0uVVQlHy9buH8DaqPwkk |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9QwELZKKx4XoDwDBYxoxUNKNxvHjnNAqO1StrRUiFLRW7Bjp61YZcs-VJWfxl_hzzDjOMsWqt564LhrK7bjmW--iT0zhCyWOku15Co0otRYwiwJMxuVITo-YM3bNoowUPjDtujuJu_3-N4M-dnEwuC1ygYTHVCbfoHfyFtAnYEqcEDcVumvRXzsrL85-h5iBSk8aW3KadQismlPjsF9G77e6MBeL8Xx-tvPa93QVxgIC57Go1AwbUthgMNEBog2VzBI26RtnQpwQ4QslG2nDECcMSOj2AJ5MNJmOo1iU4BqMHjuJTInRSoAFObWvnTedRtpBiRJ0gwz1dR2gYFrwl2pOy7AYUsiHy0IBr0FVpi1gDoJjKqaso-ujICLFVbwW03MxuUDdNiPD8-ixf_e7rw6ro7UybHq9aZM5_oN8qt56fWNmW_L45FeLn78lY_y_9yVm-S6Z_R0pVbBeTJjq1tk3mPmkL7wib1f3ib7Lto53AG1sHQLSQS4QCGWTHWFOqyhO-5-u08X1qNrfWQWFPyKujtFwj4eWLoK3MNQdwBDV1xkCv3U3ATrV3fI7oUs-C6ZrfqVvU-oTrIStK8QWawSnUiVFIngljGdMJNyE5BXjXjlhc8Cj2vs5c4b5DxHWcxrWQzI4qTzUZ385Oxuqyinky6Ysdz90R_s5x4Ac6FkajOupJQMnHKlZLsorSl5phXS4IDc81I-NRTDWtgBeY5SnyPiwlQL5QNHYMGYuyxfYVKwJAI2FpBnXjHOn-5CI8u5B-xh_keQA_J00gxQi-dnqrL98RC8ZMyuiefmMNlaxybjABHOEiGhJT2lfadeyumW6vDApXOHjcUgrYAsTfT0vOk_OH_6T8gV0MB8a2N78yG5FrviLfjBcIHMjgZj-wgo9Eg_9lhFydeLVsTfFzDLEQ |
| linkToUnpaywall | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3bbtQwELXKVghegHINFGREERcp2yS-xBFP24qqQlAhykqLhBTZsUNLV8lqL1rBE5_AN_IljB0n2oWqQjwm9iZjZzxzZu05g9BOqbJUCSZDzUtlS5jRMDNRGdrAB7x5bKLIJgq_O-KHQ_pmxEYb6FWbC6MtRXwt9ax_YmPS5amz1n5eZ7vz2fIrxOsx2QWgwSnrT3R5CW1yBkC8hzaHR-8HnxqG1DRMKR250nKMQ4BEI5-dBw509Qlr_sjR9rvcXAnXsjPTl70w58HQv09TXllUE_ltKcfjFVd1cB19bgfZnFA56y_mql98_4P_8T9n4Qa65iEsHjQ6t4U2THUTbXkjMcPPPZP1i1vozKX3_vrx8xg0weC31m8C6ocbtk6oq05hND52h7o9R9YY79fWnWIA080PsEWpi6nBe-BwNXa7Dnjg0jHwh_b4U13dRsOD1x_3D0Nf3SEsWJrMQ06UKbkG_BhpCHKYBCAT6zRWKYcQkItCmjgl4EAJ0SJKDAA3LUym0ijRBZglcgf1qroy9xBWNCtB5QqeJZIqKiQtKGeGEEWJTpkO0Mv2G-eFpz63YxznLgRiLLeTmTeTGaCdrvOkYfw4v9ueVZaui6Xpdjfq6Zfcr_qcS5GajEkhBIFIVEoRF6XRJcuUtNgvQHe9qq28itgC0AF6ZlUvt2YGRC2kz5aAAVvCrnxABCc0AggSoCdeSS4Wd7vV3LzVoxzCUYDfDFBMgB53zWBf7KaRrEy9mEFoaCkl7WYxCNsoevceQH8Z5QJa0rUlsDYp6y3V6YnjMIcPazOTAvS0WywXiX__H_s9QFcTV6_E_ke2jXrz6cI8BNQ4V4-8dfgNZ7BnNA |
| 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=Multi-scale+locality-constrained+spatiotemporal+coding+for+local+feature+based+human+action+recognition&rft.jtitle=TheScientificWorld&rft.au=Wang%2C+Bin&rft.au=Liu%2C+Yu&rft.au=Wang%2C+Wei&rft.au=Xu%2C+Wei&rft.date=2013-01-01&rft.eissn=1537-744X&rft.volume=2013&rft.spage=405645&rft_id=info:doi/10.1155%2F2013%2F405645&rft_id=info%3Apmid%2F24194681&rft.externalDocID=24194681 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2356-6140&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2356-6140&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2356-6140&client=summon |