| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | sibgrapi.sid.inpe.br | |||
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH | |||
| Identifier | 8JMKD3MGPAW/3PFRTUH | |||
| Repository | sid.inpe.br/sibgrapi/2017/08.22.00.52 | |||
| Last Update | 2017:08.22.00.52.58 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/sibgrapi/2017/08.22.00.52.58 | |||
| Metadata Last Update | 2022:06.14.00.09.02 (UTC) administrator | |||
| DOI | 10.1109/SIBGRAPI.2017.42 | |||
| Citation Key | CasagrandeMaSaTuHaMo:2017:PrNeNe | |||
| Title | Probabilistic Neural Network and Wavelet Transform for Mapping of Phragmites australis Using Low Altitude Remote Sensing  | |||
| Format | On-line | |||
| Year | 2017 | |||
| Access Date | 2025, May 11 | |||
| Number of Files | 1 | |||
| Size | 26422 KiB | |||
| 2. Context | ||||
| Author | 1 Casagrande, Luan 2 Machado, Gustavo Mello 3 Samiappan, Sathishkumar 4 Turnage, Gray 5 Hathcock, Lee 6 Moorhead, Robert | |||
| Affiliation | 1 Department of Computer Engineering, Universidade Federal de Santa Catarina, Ararangua, SC, Brazil; 2 Department of Computer Engineering, Universidade Federal de Santa Catarina, Ararangua, SC, Brazil; 3 Geosystems Research Institute, Mississippi State University, Starkville, MS, USA 4 Geosystems Research Institute, Mississippi State University, Starkville, MS, USA 5 Geosystems Research Institute, Mississippi State University, Starkville, MS, USA 6 Geosystems Research Institute, Mississippi State University, Starkville, MS, USA | |||
| Editor | Torchelsen, Rafael Piccin Nascimento, Erickson Rangel do Panozzo, Daniele Liu, Zicheng Farias, Mylène Viera, Thales Sacht, Leonardo Ferreira, Nivan Comba, João Luiz Dihl Hirata, Nina Schiavon Porto, Marcelo Vital, Creto Pagot, Christian Azambuja Petronetto, Fabiano Clua, Esteban Cardeal, Flávio | |||
| e-Mail Address | luanccasagrande@gmail.com | |||
| Conference Name | Conference on Graphics, Patterns and Images, 30 (SIBGRAPI) | |||
| Conference Location | Niterói, RJ, Brazil | |||
| Date | 17-20 Oct. 2017 | |||
| Publisher | IEEE Computer Society | |||
| Publisher City | Los Alamitos | |||
| Book Title | Proceedings | |||
| Tertiary Type | Full Paper | |||
| History (UTC) | 2017-08-22 00:52:58 :: luanccasagrande@gmail.com -> administrator :: 2022-06-14 00:09:02 :: administrator -> :: 2017 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | finaldraft | |||
| Keywords | Probablistic neural networks Wavelets Image texture classification Wetlands Phragmites | |||
| Abstract | Phragmites australis (common reed) commonly found in the coastal wetlands can rapidly alter the ecology of these systems by outcompeting native plant species for resources. Identifying and mapping Phragmites can help resource managers to restore affected wetlands. In this work, we use probabilistic neural network with wavelet texture features for mapping regions with Phragmites in visible spectrum imagery acquired at low altitude with small unmanned aerial system. Evaluation study was conducted with imagery acquired in the delta of the Pearl River located in southeastern Louisiana and southwestern Mississippi, United States of America. In comparison to state-of-the-art, our approach presented improvements in several statistical variables such as overall accuracy and kappa value. Furthermore, we show that the remaining omission and commission errors with this technique are generally located along boundaries of patches with Phragmites, which reduces unnecessary efforts for resource managers while searching for nonexistent patches. | |||
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2017 > Probabilistic Neural Network... | |||
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Probabilistic Neural Network... | |||
| 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/8JMKD3MGPAW/3PFRTUH | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGPAW/3PFRTUH | |||
| Language | en | |||
| Target File | paper.pdf | |||
| User Group | luanccasagrande@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 | 8JMKD3MGPAW/3PKCC58 8JMKD3MGPEW34M/4742MCS | |||
| Citing Item List | sid.inpe.br/sibgrapi/2017/09.12.13.04 51 sid.inpe.br/sibgrapi/2022/06.10.21.49 5 sid.inpe.br/banon/2001/03.30.15.38.24 4 | |||
| 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 | |||