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The video images of a test structure recorded by a smartphone camera are processed using the state\u2010of\u2010the\u2010art subset\u2010based digital image correlation (DIC) algorithm to extract the vertical image displacement of discrete calculation points defined on the test object. The measured vertical image displacement can be converted to deflection (vertical displacement) by easy\u2010to\u2010implement scaling factor determination approaches. For accuracy validation, laboratory experiments using a cantilever beam subjected to external loadings were performed. The deflection and inherent frequency of the test cantilever beam measured by the proposed smartphone\u2010based vision system were compared with those measured by conventional dial gauges and a dynamic strain gauge. The relative errors were estimated as 1% and 0.15% for deflection and inherent frequency, respectively. Outdoor real bridge deflection monitoring tests were also carried out on an overpass with subway passing by, and the measured deflection\u2010time curves agree well with actual situations. The cost\u2010effective, ultraportable, and easy\u2010to\u2010use smartphone\u2010based vision system not only greatly decreases the hardware investment and complexity in deflection measurement system construction, but also increases the convenience and efficiency of deflection monitoring of engineering structures.<\/jats:p>","DOI":"10.1155\/2021\/8843857","type":"journal-article","created":{"date-parts":[[2021,4,5]],"date-time":"2021-04-05T19:20:42Z","timestamp":1617650442000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Cost\u2010Effective and Ultraportable Smartphone\u2010Based Vision System for Structural Deflection Monitoring"],"prefix":"10.1155","volume":"2021","author":[{"given":"Long","family":"Tian","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaohong","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9103-8703","authenticated-orcid":false,"given":"Bing","family":"Pan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2021,4,5]]},"reference":[{"key":"e_1_2_10_1_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2004.12.001"},{"key":"e_1_2_10_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.protcy.2012.05.140"},{"key":"e_1_2_10_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.engstruct.2004.10.013"},{"key":"e_1_2_10_4_2","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/7103039"},{"key":"e_1_2_10_5_2","doi-asserted-by":"publisher","DOI":"10.1007\/s13349-017-0261-4"},{"key":"e_1_2_10_6_2","doi-asserted-by":"publisher","DOI":"10.1680\/istbu.1999.31257"},{"key":"e_1_2_10_7_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.engstruct.2007.03.012"},{"key":"e_1_2_10_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-460X(03)00202-5"},{"key":"e_1_2_10_9_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ndteint.2006.10.007"},{"key":"e_1_2_10_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/0141-0296(93)90054-8"},{"key":"e_1_2_10_11_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0263-2241(99)00006-8"},{"key":"e_1_2_10_12_2","doi-asserted-by":"publisher","DOI":"10.1088\/0964-1726\/12\/5\/016"},{"key":"e_1_2_10_13_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11340-006-6124-2"},{"key":"e_1_2_10_14_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ndteint.2005.12.003"},{"key":"e_1_2_10_15_2","doi-asserted-by":"publisher","DOI":"10.12989\/sss.2013.12.3_4.363"},{"key":"e_1_2_10_16_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.engstruct.2014.04.051"},{"key":"e_1_2_10_17_2","doi-asserted-by":"publisher","DOI":"10.3390\/s150716557"},{"key":"e_1_2_10_18_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ndteint.2015.12.006"},{"key":"e_1_2_10_19_2","doi-asserted-by":"publisher","DOI":"10.3390\/s16091344"},{"key":"e_1_2_10_20_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2016.11.021"},{"key":"e_1_2_10_21_2","doi-asserted-by":"crossref","unstructured":"EllenbergA. 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