| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | sibgrapi.sid.inpe.br |
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
| Identifier | 6qtX3pFwXQZG2LgkFdY/UMHj2 |
| Repository | sid.inpe.br/sibgrapi@80/2008/07.17.16.53 |
| Last Update | 2008:07.17.16.53.50 (UTC) administrator |
| Metadata Repository | sid.inpe.br/sibgrapi@80/2008/07.17.16.53.52 |
| Metadata Last Update | 2022:06.14.00.13.43 (UTC) administrator |
| DOI | 10.1109/SIBGRAPI.2008.25 |
| Citation Key | SantosMori:2008:PeDeUn |
| Title | People detection under occlusion in multiple camera views  |
| Format | Printed, On-line. |
| Year | 2008 |
| Access Date | 2024, Apr. 28 |
| Number of Files | 1 |
| Size | 2446 KiB |
| 2. Context | |
| Author | 1 Santos, Thiago Teixeira 2 Morimoto, Carlos Hitoshi |
| Affiliation | 1 Institute of Mathematics and Statistics - University of São Paulo 2 Institute of Mathematics and Statistics - University of São Paulo |
| Editor | Jung, Cláudio Rosito Walter, Marcelo |
| Conference Name | Brazilian Symposium on Computer Graphics and Image Processing, 21 (SIBGRAPI) |
| Conference Location | Campo Grande, MS, Brazil |
| Date | 12-15 Oct. 2008 |
| Publisher | IEEE Computer Society |
| Publisher City | Los Alamitos |
| Book Title | Proceedings |
| Tertiary Type | Full Paper |
| History (UTC) | 2008-07-17 16:53:52 :: thsant@ime.usp.br -> administrator :: 2009-08-13 20:38:51 :: administrator -> thsant@ime.usp.br :: 2010-08-28 20:03:21 :: thsant@ime.usp.br -> administrator :: 2022-06-14 00:13:43 :: administrator -> :: 2008 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Version Type | finaldraft |
| Keywords | detection surveillance multiple view video |
| Abstract | This paper proposes a method to locate people on a reference plane using multiple cameras. Previous works rely on people trajectories and color models to solve occlusion. This new approach solves people detection under occlusion by accumulating evidence from multiple views instantaneously and does not rely on previous segmentation of individuals in foreground data or any tracking information. First, foreground data from one view, segmented using background subtraction, is projected onto the ground plane or reference image. The projected foreground of a second view overlaps the first projected foreground only on the points where the foreground intersects the ground plane. Thus, by accumulating the evidence from multiple views, people can be located by detecting local maxima on the accumulated reference image. Experimental results using publicly available data from PETS06 [9] show that the method robustly locates people in very challenging situations with occlusion in most of the views. The locations on the ground plane can further be used for segmentation and tracking on each camera view under severe occlusion. |
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2008 > People detection under... |
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > People detection under... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| data URL | http://urlib.net/ibi/6qtX3pFwXQZG2LgkFdY/UMHj2 |
| zipped data URL | http://urlib.net/zip/6qtX3pFwXQZG2LgkFdY/UMHj2 |
| Language | en |
| Target File | santos-PeopleDetectionOcclusion.pdf |
| User Group | thsant@ime.usp.br administrator |
| Visibility | shown |
| 5. Allied materials | |
| Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 |
| Next Higher Units | 8JMKD3MGPEW34M/46SG4TH 8JMKD3MGPEW34M/4742MCS |
| Citing Item List | sid.inpe.br/sibgrapi/2022/05.14.04.55 2 |
| Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage e-mailaddress edition electronicmailaddress group isbn issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url volume |