| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | sibgrapi.sid.inpe.br | |||
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH | |||
| Identifier | 8JMKD3MGPBW34M/3JMP3KB | |||
| Repository | sid.inpe.br/sibgrapi/2015/06.19.21.42 | |||
| Last Update | 2015:06.19.21.42.54 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/sibgrapi/2015/06.19.21.42.54 | |||
| Metadata Last Update | 2022:06.14.00.08.12 (UTC) administrator | |||
| DOI | 10.1109/SIBGRAPI.2015.19 | |||
| Citation Key | ChinoAvalRodrTrai:2015:DeFiSt | |||
| Title | BoWFire: detection of fire in still images by integrating pixel color and texture analysis  | |||
| Format | On-line | |||
| Year | 2015 | |||
| Access Date | 2024, Apr. 28 | |||
| Number of Files | 1 | |||
| Size | 1705 KiB | |||
| 2. Context | ||||
| Author | 1 Chino, Daniel Yashinobu Takada 2 Avalhais, Letricia Pereira Soares 3 Rodrigues Junior, Jose Fernando 4 Traina, Agma Juci Machado | |||
| Affiliation | 1 University of Sao Paulo 2 University of Sao Paulo 3 University of Sao Paulo 4 University of Sao Paulo | |||
| Editor | Papa, Joćo Paulo Sander, Pedro Vieira Marroquim, Ricardo Guerra Farrell, Ryan | |||
| e-Mail Address | letriciapsa@gmail.com | |||
| Conference Name | Conference on Graphics, Patterns and Images, 28 (SIBGRAPI) | |||
| Conference Location | Salvador, BA, Brazil | |||
| Date | 26-29 Aug. 2015 | |||
| Publisher | IEEE Computer Society | |||
| Publisher City | Los Alamitos | |||
| Book Title | Proceedings | |||
| Tertiary Type | Full Paper | |||
| History (UTC) | 2015-06-19 21:42:54 :: letriciapsa@gmail.com -> administrator :: 2022-06-14 00:08:12 :: administrator -> :: 2015 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | finaldraft | |||
| Keywords | fire detection still images pixel-color classification texture feature | |||
| Abstract | Emergency events involving fire are potentially harmful, demanding a fast and precise decision making. The use of crowdsourcing image and videos on crisis management systems can aid in these situations by providing more information than verbal/textual descriptions. Due to the usual high volume of data, automatic solutions need to discard non-relevant content without losing relevant information. There are several methods for fire detection on video using color-based models. However, they are not adequate for still image processing, because they can suffer on high false-positive results. These methods also suffer from parameters with little physical meaning, which makes fine tuning a difficult task. In this context, we propose a novel fire detection method for still images that uses classification based on color features combined with texture classification on superpixel regions. Our method uses a reduced number of parameters if compared to previous works, easing the process of fine tuning the method. Results show the effectiveness of our method of reducing false-positives while its precision remains compatible with the state-of-the-art methods. | |||
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2015 > BoWFire: detection of... | |||
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > BoWFire: detection of... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/8JMKD3MGPBW34M/3JMP3KB | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGPBW34M/3JMP3KB | |||
| Language | en | |||
| Target File | PID3758331_cameraReady.pdf | |||
| User Group | letriciapsa@gmail.com | |||
| Visibility | shown | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 | |||
| Next Higher Units | 8JMKD3MGPBW34M/3K24PF8 8JMKD3MGPEW34M/4742MCS | |||
| Citing Item List | sid.inpe.br/sibgrapi/2015/08.03.22.49 5 sid.inpe.br/banon/2001/03.30.15.38.24 1 | |||
| 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 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 | |||