ℹ️ Skipped - page is already crawled
| Filter | Status | Condition | Details |
|---|---|---|---|
| HTTP status | PASS | download_http_code = 200 | HTTP 200 |
| Age cutoff | PASS | download_stamp > now() - 6 MONTH | 1 months ago |
| History drop | PASS | isNull(history_drop_reason) | No drop reason |
| Spam/ban | PASS | fh_dont_index != 1 AND ml_spam_score = 0 | ml_spam_score=0 |
| Canonical | PASS | meta_canonical IS NULL OR = '' OR = src_unparsed | Not set |
| Property | Value |
|---|---|
| URL | https://scholar.rose-hulman.edu/rhumj/vol7/iss1/11/ |
| Last Crawled | 2026-03-21 05:30:05 (1 month ago) |
| First Indexed | 2019-03-26 09:23:00 (7 years ago) |
| HTTP Status Code | 200 |
| Meta Title | "Human Face Recognition Technology Using the Karhunen-Loeve Expansion T" by Anthony Giordano and Michael Uhrig |
| Meta Description | We will explore the area of face recognition using the partial singular value decomposition of a matrix and test some of its successes and limitations. We constructed a database consisting of 130 pictures of 65 individuals, and then used the Karhunen-Loéve (KL) Expansion method to relate pictures from outside the database to those in the database. While this method was generally very successful, we were able to test and define several of its limitations. |
| Meta Canonical | null |
| Boilerpipe Text | Abstract
We will explore the area of face recognition using the partial singular value decomposition of a matrix and test some of its successes and limitations. We constructed a database consisting of 130 pictures of 65 individuals, and then used the Karhunen-Loéve (KL) Expansion method to relate pictures from outside the database to those in the database. While this method was generally very successful, we were able to test and define several of its limitations.
Author Bio
Anthony Giordano is currently an undergraduate junior at Regis University, and is pursuing a double major in chemistry and mathematics. He truly enjoyed the opportunity to perform research at Regis University during the summer of 2005. Eventually, Anthony would like to pursue a doctorate in physical/organic chemistry, and work in a research environment where chemistry and mathematics meld together.
Michael Uhrig will be graduating in May 2006 from Regis University with a major in mathematics and a minor in philosophy. He plans to attend graduate school in mathematics.
Recommended Citation
Giordano, Anthony and Uhrig, Michael
(2006)
"Human Face Recognition Technology Using the Karhunen-Loeve Expansion Technique,"
Rose-Hulman Undergraduate Mathematics Journal
: Vol. 7:
Iss.
1, Article 11.
Available at:
https://scholar.rose-hulman.edu/rhumj/vol7/iss1/11
DOWNLOADS
Since January 15, 2017
COinS |
| Markdown | - [Home](https://scholar.rose-hulman.edu/ "Home")
- [Search](https://scholar.rose-hulman.edu/do/search/advanced/ "Search")
- [Browse Collections](https://scholar.rose-hulman.edu/communities.html "Browse")
- [My Account](https://scholar.rose-hulman.edu/cgi/myaccount.cgi?context= "My Account")
- [About](https://scholar.rose-hulman.edu/about.html "About")
- [ Digital Commons Network™](https://network.bepress.com/ "Digital Commons Network")
[Skip to main content](https://scholar.rose-hulman.edu/rhumj/vol7/iss1/11/#main)
[](https://scholar.rose-hulman.edu/rhumj "Rose-Hulman Undergraduate Mathematics Journal") [](https://www.rose-hulman.edu/ "Rose-Hulman Institute of Technology")
- [Home](https://scholar.rose-hulman.edu/ "Home")
- [About](https://scholar.rose-hulman.edu/about.html "About")
- [FAQ](https://scholar.rose-hulman.edu/faq.html "FAQ")
- [My Account](https://scholar.rose-hulman.edu/cgi/myaccount.cgi?context= "My Account")
[Home](https://scholar.rose-hulman.edu/) \> [RHUMJ](https://scholar.rose-hulman.edu/rhumj) \> [Vol. 7 (2006)](https://scholar.rose-hulman.edu/rhumj/vol7) \> [Iss. 1](https://scholar.rose-hulman.edu/rhumj/vol7/iss1)
# [Human Face Recognition Technology Using the Karhunen-Loeve Expansion Technique](https://scholar.rose-hulman.edu/cgi/viewcontent.cgi?article=1232&context=rhumj)
## Authors
[**Anthony Giordano**, *Regis University*](https://scholar.rose-hulman.edu/do/search/?q=%28author%3A%22Anthony%20Giordano%22%20AND%20-bp_author_id%3A%5B%2A%20TO%20%2A%5D%29%20OR%20bp_author_id%3A%28%22867f003b-4dd0-4bf7-8728-7d9cbf5a5124%22%29&start=0&context=4752797)[Follow](https://network.bepress.com/api/follow/subscribe?user=NTI0NmY5OTc4MmRiYzNjNQ%3D%3D&institution=MjRhMTUzODRiN2VkODY4Ng%3D%3D&format=html "Follow Anthony Giordano")
[**Michael Uhrig**, *Regis University*](https://scholar.rose-hulman.edu/do/search/?q=author%3A%22Michael%20Uhrig%22&start=0&context=4752797)
## Abstract
We will explore the area of face recognition using the partial singular value decomposition of a matrix and test some of its successes and limitations. We constructed a database consisting of 130 pictures of 65 individuals, and then used the Karhunen-Loéve (KL) Expansion method to relate pictures from outside the database to those in the database. While this method was generally very successful, we were able to test and define several of its limitations.
## Author Bio
Anthony Giordano is currently an undergraduate junior at Regis University, and is pursuing a double major in chemistry and mathematics. He truly enjoyed the opportunity to perform research at Regis University during the summer of 2005. Eventually, Anthony would like to pursue a doctorate in physical/organic chemistry, and work in a research environment where chemistry and mathematics meld together.
Michael Uhrig will be graduating in May 2006 from Regis University with a major in mathematics and a minor in philosophy. He plans to attend graduate school in mathematics.
## Faculty Sponsor
Jim Seibert
## Recommended Citation
Giordano, Anthony and Uhrig, Michael (2006) "Human Face Recognition Technology Using the Karhunen-Loeve Expansion Technique," *Rose-Hulman Undergraduate Mathematics Journal*: Vol. 7: Iss. 1, Article 11.
Available at: https://scholar.rose-hulman.edu/rhumj/vol7/iss1/11
[Download](https://scholar.rose-hulman.edu/cgi/viewcontent.cgi?article=1232&context=rhumj "PDF (540 KB) opens in new window")
DOWNLOADS
Since January 15, 2017
## Share
COinS
- [Journal Home](https://scholar.rose-hulman.edu/rhumj "Rose-Hulman Undergraduate Mathematics Journal")
- [Editorial Board](https://scholar.rose-hulman.edu/rhumj/editorialboard.html "Editorial Board")
- [Submission Guidelines and Policies](https://scholar.rose-hulman.edu/rhumj/policies.html "Rose-Hulman Undergraduate Mathematics Journal Policies")
- [Sponsor Guidelines](https://scholar.rose-hulman.edu/rhumj/sponsor_guidelines.html "Sponsor Guidelines")
- [Final Manuscript Preparation Guidelines](https://scholar.rose-hulman.edu/rhumj/styleguide.html "Final Manuscript Preparation Guidelines")
- [Submit a Paper](https://scholar.rose-hulman.edu/cgi/submit.cgi?context=rhumj "Submit a Paper to Rose-Hulman Undergraduate Mathematics Journal")
- [Receive Email Notices or RSS](https://scholar.rose-hulman.edu/rhumj/announcements.html "Receive notifications of new content")
## Search
[Advanced Search](https://scholar.rose-hulman.edu/do/search/advanced/?fq=virtual_ancestor_link:%22https://scholar.rose-hulman.edu/rhumj%22)
[*Elsevier - Digital Commons*](https://www.elsevier.com/solutions/digital-commons "Elsevier - Digital Commons")
[Home](https://scholar.rose-hulman.edu/ "Home page") \| [About](https://scholar.rose-hulman.edu/about.html "About") \| [FAQ](https://scholar.rose-hulman.edu/faq.html "FAQ") \| [My Account](https://scholar.rose-hulman.edu/cgi/myaccount.cgi?context= "My Account Page") \| [Accessibility Statement](https://scholar.rose-hulman.edu/accessibility.html "Accessibility Statement")
[Privacy](http://www.bepress.com/privacy.html "Privacy Policy") [Copyright](http://www.bepress.com/copyright_infringement.html "Copyright Policy") |
| Readable Markdown | null |
| Shard | 96 (laksa) |
| Root Hash | 1958369652824360096 |
| Unparsed URL | edu,rose-hulman!scholar,/rhumj/vol7/iss1/11/ s443 |