Using Structured Illumination to Enhance Video-Based Eye Tracking
Video-based eye tracking commonly relies on the positional difference between the pupil center and the first-surface corneal reflection of a light source (CR) to map the line of sight. In this paper, a new structured illumination configuration, utilizing an array of IREDs to illuminate the eye, is p...
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creator | Feng Li Kolakowski, S. Pelz, J. |
description | Video-based eye tracking commonly relies on the positional difference between the pupil center and the first-surface corneal reflection of a light source (CR) to map the line of sight. In this paper, a new structured illumination configuration, utilizing an array of IREDs to illuminate the eye, is proposed to address two common problems in current systems: 1) loss of CR during extreme eye movements, and 2) specular reflection artifacts being mistaken for the desired CR. The design provides reliable difference vectors even during extreme eye movements. The challenge of spurious specular reflections is solved by a two-stage processing approach. First, potential CRs and the pupil are isolated based on statistical information in an eye image. Second, genuine CRs are distinguished by a novel CR location prediction technique. A prototype implementation in the RIT lightweight eye tracker [Babcock, J., et al., 2004] is described. |
doi_str_mv | 10.1109/ICIP.2007.4378969 |
format | Conference Proceeding |
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In this paper, a new structured illumination configuration, utilizing an array of IREDs to illuminate the eye, is proposed to address two common problems in current systems: 1) loss of CR during extreme eye movements, and 2) specular reflection artifacts being mistaken for the desired CR. The design provides reliable difference vectors even during extreme eye movements. The challenge of spurious specular reflections is solved by a two-stage processing approach. First, potential CRs and the pupil are isolated based on statistical information in an eye image. Second, genuine CRs are distinguished by a novel CR location prediction technique. A prototype implementation in the RIT lightweight eye tracker [Babcock, J., et al., 2004] is described.</description><identifier>ISSN: 1522-4880</identifier><identifier>ISBN: 9781424414369</identifier><identifier>ISBN: 1424414369</identifier><identifier>EISSN: 2381-8549</identifier><identifier>EISBN: 9781424414376</identifier><identifier>EISBN: 1424414377</identifier><identifier>DOI: 10.1109/ICIP.2007.4378969</identifier><language>eng</language><publisher>IEEE</publisher><subject>Cameras ; Chromium ; Cornea ; corneal reflection ; eye movement ; Light sources ; Lighting ; Optical imaging ; Optical losses ; Optical reflection ; Prototypes ; pupil ; Tracking ; Video-based eye tracking</subject><ispartof>2007 IEEE International Conference on Image Processing, 2007, Vol.1, p.I - 373-I - 376</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/4378969$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>310,311,781,785,790,791,2059,27927,54922</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/4378969$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Feng Li</creatorcontrib><creatorcontrib>Kolakowski, S.</creatorcontrib><creatorcontrib>Pelz, J.</creatorcontrib><title>Using Structured Illumination to Enhance Video-Based Eye Tracking</title><title>2007 IEEE International Conference on Image Processing</title><addtitle>ICIP</addtitle><description>Video-based eye tracking commonly relies on the positional difference between the pupil center and the first-surface corneal reflection of a light source (CR) to map the line of sight. In this paper, a new structured illumination configuration, utilizing an array of IREDs to illuminate the eye, is proposed to address two common problems in current systems: 1) loss of CR during extreme eye movements, and 2) specular reflection artifacts being mistaken for the desired CR. The design provides reliable difference vectors even during extreme eye movements. The challenge of spurious specular reflections is solved by a two-stage processing approach. First, potential CRs and the pupil are isolated based on statistical information in an eye image. Second, genuine CRs are distinguished by a novel CR location prediction technique. A prototype implementation in the RIT lightweight eye tracker [Babcock, J., et al., 2004] is described.</description><subject>Cameras</subject><subject>Chromium</subject><subject>Cornea</subject><subject>corneal reflection</subject><subject>eye movement</subject><subject>Light sources</subject><subject>Lighting</subject><subject>Optical imaging</subject><subject>Optical losses</subject><subject>Optical reflection</subject><subject>Prototypes</subject><subject>pupil</subject><subject>Tracking</subject><subject>Video-based eye tracking</subject><issn>1522-4880</issn><issn>2381-8549</issn><isbn>9781424414369</isbn><isbn>1424414369</isbn><isbn>9781424414376</isbn><isbn>1424414377</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2007</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNpVkMlOwzAYhM0mEZU8AOLiF3Dw8ns7lqiFSJVAouVaGccGQ5qgLIe-PZHohdNI883MYRC6ZbRgjNr7qqxeCk6pLkBoY5U9Q7nVhgEHYLOlzlHGhWHESLAX_5iylyhjknMCxtBrlA_DF6WUaTVTmqHlbkjtB34d-8mPUx9qXDXNdEitG1PX4rHDq_bTtT7gt1SHjjy4Yc6sjgFve-e_5-4NuoquGUJ-0gXarVfb8olsnh-rcrkhiQMbiQSIQkupODM6Ol5H8D56zyko7q2KunZaxZpZZwTEqDS8Syk8ix64kE4s0N3fbgoh7H_6dHD9cX86RPwC6OdOxg</recordid><startdate>200709</startdate><enddate>200709</enddate><creator>Feng Li</creator><creator>Kolakowski, S.</creator><creator>Pelz, J.</creator><general>IEEE</general><scope>6IE</scope><scope>6IH</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIO</scope></search><sort><creationdate>200709</creationdate><title>Using Structured Illumination to Enhance Video-Based Eye Tracking</title><author>Feng Li ; Kolakowski, S. ; Pelz, J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i241t-544f375562187fa2df4ccfcc20462c96f7da76fd19a834ff674b553c1fc4235a3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2007</creationdate><topic>Cameras</topic><topic>Chromium</topic><topic>Cornea</topic><topic>corneal reflection</topic><topic>eye movement</topic><topic>Light sources</topic><topic>Lighting</topic><topic>Optical imaging</topic><topic>Optical losses</topic><topic>Optical reflection</topic><topic>Prototypes</topic><topic>pupil</topic><topic>Tracking</topic><topic>Video-based eye tracking</topic><toplevel>online_resources</toplevel><creatorcontrib>Feng Li</creatorcontrib><creatorcontrib>Kolakowski, S.</creatorcontrib><creatorcontrib>Pelz, J.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan (POP) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Xplore</collection><collection>IEEE Proceedings Order Plans (POP) 1998-present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Feng Li</au><au>Kolakowski, S.</au><au>Pelz, J.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Using Structured Illumination to Enhance Video-Based Eye Tracking</atitle><btitle>2007 IEEE International Conference on Image Processing</btitle><stitle>ICIP</stitle><date>2007-09</date><risdate>2007</risdate><volume>1</volume><spage>I - 373</spage><epage>I - 376</epage><pages>I - 373-I - 376</pages><issn>1522-4880</issn><eissn>2381-8549</eissn><isbn>9781424414369</isbn><isbn>1424414369</isbn><eisbn>9781424414376</eisbn><eisbn>1424414377</eisbn><abstract>Video-based eye tracking commonly relies on the positional difference between the pupil center and the first-surface corneal reflection of a light source (CR) to map the line of sight. In this paper, a new structured illumination configuration, utilizing an array of IREDs to illuminate the eye, is proposed to address two common problems in current systems: 1) loss of CR during extreme eye movements, and 2) specular reflection artifacts being mistaken for the desired CR. The design provides reliable difference vectors even during extreme eye movements. The challenge of spurious specular reflections is solved by a two-stage processing approach. First, potential CRs and the pupil are isolated based on statistical information in an eye image. Second, genuine CRs are distinguished by a novel CR location prediction technique. A prototype implementation in the RIT lightweight eye tracker [Babcock, J., et al., 2004] is described.</abstract><pub>IEEE</pub><doi>10.1109/ICIP.2007.4378969</doi></addata></record> |
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source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Cameras Chromium Cornea corneal reflection eye movement Light sources Lighting Optical imaging Optical losses Optical reflection Prototypes pupil Tracking Video-based eye tracking |
title | Using Structured Illumination to Enhance Video-Based Eye Tracking |
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