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        <datestamp>2023-07-11</datestamp>
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          <dc:contributor>Hoiem, Derek W.</dc:contributor>
          <dc:creator>Li, Peng</dc:creator>
          <dc:date>2018-09-04T20:36:51Z</dc:date>
          <dc:date>2018-09-04T20:36:51Z</dc:date>
          <dc:date>2020-09-05T09:15:29Z</dc:date>
          <dc:date>2018-04-24</dc:date>
          <dc:date>2018-05</dc:date>
          <dc:description>Sorting commingled human skeletal remains is one of the most time-consuming jobs for forensic anthropologists. Multiple measurements must be taken from each bone by hand. 3D scanners are an unfeasible alternative because they are expensive and difficult to transport. This thesis presents a software tool that automatically takes multiple measurements on bones using 2D images. Results show that this method takes significantly less time and performs as accurately as standard measurement methods in the field of anthropology. This technology has implications for streamlining data collection practices and, by extension, forensic analyses, and procedures.</dc:description>
          <dc:description>Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2020-05-01</dc:description>
          <dc:description>The student, Peng Li, accepted the attached license on 2018-04-23 at 16:21.</dc:description>
          <dc:description>The student, Peng Li, submitted this Thesis for approval on 2018-04-23 at 16:41.</dc:description>
          <dc:description>This Thesis was approved for publication on 2018-04-24 at 08:37.</dc:description>
          <dc:description>DSpace SAF Submission Ingestion Package generated from Vireo submission #12432 on 2018-08-31 at 17:21:17</dc:description>
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Thesis-Masters-LI PENG_1.docx: 1852904 bytes, checksum: 9723a07ff7c897c73275e331e29ba1b0 (MD5)
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  Previous issue date: 2018-04-24</dc:description>
          <dc:description>Embargo set by: Seth Robbins for item 107295
Lift date: 2020-09-04T20:37:00Z
Reason: Author requested U of Illinois access only (OA after 2yrs) in Vireo ETD system</dc:description>
          <dc:description>Embargo set by: Seth Robbins for item 107295
Lift date: 2020-09-04T20:42:08Z
Reason: Author requested U of Illinois access only (OA after 2yrs) in Vireo ETD system</dc:description>
          <dc:description>U of I Only Restriction Lifted for Item 107295 on 2020-09-05T09:15:29Z.</dc:description>
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          <dc:identifier>http://hdl.handle.net/2142/101211</dc:identifier>
          <dc:language>en</dc:language>
          <dc:rights>© 2018 Peng Li. All Rights Reserved.</dc:rights>
          <dc:subject>computer vision</dc:subject>
          <dc:subject>anthropology</dc:subject>
          <dc:subject>forensic</dc:subject>
          <dc:subject>human limb bone</dc:subject>
          <dc:subject>automatic measurement</dc:subject>
          <dc:title>An automated tool for measuring human limb bones</dc:title>
          <dc:type>text</dc:type>
          <dc:type>text</dc:type>
          <degree>
            <department>Computer Science</department>
            <discipline>Computer Science</discipline>
            <grantor>University of Illinois at Urbana-Champaign</grantor>
            <level>Thesis</level>
            <name>M.S.</name>
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