Data · dataset · 2016
Face Recognition Using Eigen-Face Implemented On DSP Processor
Listed in DataCite
This paper focus to develop an automatic face recognition using holistic features extracted that use the globalfeatures represented by low frequency data from face image.
Description
Holistic features are extracted using Eigen-face method where a linear projection technique such as PCA is used to capture the important information in the image. Euclidean distance is used for matching process.
The propose method is tested using a benchmark ORL dataset that has 400 images of 40 persons. Euclidean distanceclassifier is tested using the TMS320C6713 digital signal processor (DSP). The computational time is less compared with the offline simulation using PC based.
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The best recognition rate is 95% when tested using 9 training images and 1 testing image represented with 35 PCA coefficients.
Links
Where it is published
- Repository landing page figshare.com/articles/dataset/Face_Recognition_Using_Eigen-Face_Implemented… ↗
landing page · from DataCite
- DOI doi.org/10.6084/m9.figshare.3573864.v3 ↗
DOI / persistent id · from DataCite
Documentation and papers
Catalogue records · 2
- DataCite API api.datacite.org/dois/10.6084/m9.figshare.3573864.v3 ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.3573864.v3 ↗
catalogue entry · from DataCite
Topics
- Stated by source
- Computer and information sciences · Psychology
- Inferred from text
- Image 75% · Simulation 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DataCite | 10.6084/m9.figshare.3573864.v3 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| byte_size | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].fos:computer-and-information-sciences | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].fos:psychology | source · DataCite | connector:datacite@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · DataCite | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:image | enrichment · DataCite | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · DataCite | connector:datacite@1.0.0 | |
| description | source · DataCite | connector:datacite@1.0.0 | /data/attributes/descriptions |
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| publication_date | source · DataCite | connector:datacite@1.0.0 | /data/attributes/dates |
| title | source · DataCite | connector:datacite@1.0.0 | /data/attributes/titles/0/title |
| updated_date | source · DataCite | connector:datacite@1.0.0 |