| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | sibgrapi.sid.inpe.br | |||
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH | |||
| Identifier | 8JMKD3MGPAW/3M5KNG8 | |||
| Repository | sid.inpe.br/sibgrapi/2016/07.22.23.07 | |||
| Last Update | 2016:07.22.23.49.45 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/sibgrapi/2016/07.22.23.07.43 | |||
| Metadata Last Update | 2022:06.14.00.08.39 (UTC) administrator | |||
| DOI | 10.1109/SIBGRAPI.2016.037 | |||
| Citation Key | CardenasCháv:2016:NeApDy | |||
| Title | A new Approach for Dynamic Gesture Recognition using Skeleton Trajectory Representation and Histograms of Cumulative Magnitudes  | |||
| Format | On-line | |||
| Year | 2016 | |||
| Access Date | 2024, Apr. 27 | |||
| Number of Files | 1 | |||
| Size | 1177 KiB | |||
| 2. Context | ||||
| Author | 1 Cardenas, Edwin Jonathan Escobedo 2 Chávez, Guillermo Cámara | |||
| Affiliation | 1 Federal University of Ouro Preto 2 Federal University of Ouro Preto | |||
| Editor | Aliaga, Daniel G. Davis, Larry S. Farias, Ricardo C. Fernandes, Leandro A. F. Gibson, Stuart J. Giraldi, Gilson A. Gois, João Paulo Maciel, Anderson Menotti, David Miranda, Paulo A. V. Musse, Soraia Namikawa, Laercio Pamplona, Mauricio Papa, João Paulo Santos, Jefersson dos Schwartz, William Robson Thomaz, Carlos E. | |||
| e-Mail Address | edu.escobedo88@gmail.com | |||
| Conference Name | Conference on Graphics, Patterns and Images, 29 (SIBGRAPI) | |||
| Conference Location | São José dos Campos, SP, Brazil | |||
| Date | 4-7 Oct. 2016 | |||
| Publisher | IEEE Computer Society´s Conference Publishing Services | |||
| Publisher City | Los Alamitos | |||
| Book Title | Proceedings | |||
| Tertiary Type | Full Paper | |||
| History (UTC) | 2016-07-22 23:49:45 :: edu.escobedo88@gmail.com -> administrator :: 2016 2022-06-14 00:08:39 :: administrator -> :: 2016 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | finaldraft | |||
| Keywords | hand gesture recognition spherical coordinate system keyframes global and local features direction cosines histogram of cumulative magnitudes | |||
| Abstract | In this paper, we present a new approach for dynamic hand gesture recognition that uses intensity, depth, and skeleton joint data captured by Kinect sensor. This method integrates global and local information of a dynamic gesture. First, we represent the skeleton 3D trajectory in spherical coordinates. Then, we select the most relevant points in the hand trajectory with our proposed method for keyframe detection. After, we represent the joint movements by spatial, temporal and hand position changes information. Next, we use the direction cosines definition to describe the body positions by generating histograms of cumulative magnitudes from the depth data which were converted in a point-cloud. We evaluate our approach with different public gesture datasets and a sign language dataset created by us. Our results outperformed state-of-the-art methods and highlight the smooth and fast processing for feature extraction being able to be implemented in real time. | |||
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2016 > A new Approach... | |||
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > A new Approach... | |||
| doc Directory Content | access | |||
| source Directory Content |
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| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/8JMKD3MGPAW/3M5KNG8 | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGPAW/3M5KNG8 | |||
| Language | en | |||
| Target File | PID4373341.pdf | |||
| User Group | edu.escobedo88@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/3M2D4LP 8JMKD3MGPEW34M/4742MCS | |||
| Citing Item List | sid.inpe.br/sibgrapi/2016/07.02.23.50 3 | |||
| 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 | |||