{"id":191,"date":"2021-03-19T23:55:09","date_gmt":"2021-03-19T23:55:09","guid":{"rendered":"https:\/\/cse.unl.edu\/~rquinones\/?page_id=191"},"modified":"2025-02-24T10:16:09","modified_gmt":"2025-02-24T16:16:09","slug":"dissertation-research","status":"publish","type":"page","link":"https:\/\/cs.siue.edu\/~rquinon\/dissertation-research\/","title":{"rendered":"RESEARCH"},"content":{"rendered":"\n<p class=\"has-text-align-center\">Computer vision is a branch of computer science that replicates human visual capabilities by enabling machines to detect, interpret, and process visual data in images and videos. Early systems were limited, but breakthroughs in artificial intelligence\u2014especially in deep learning and neural networks\u2014have transformed the field. Today, these advancements allow computer vision systems to perform tasks like object detection and labeling with accuracy that often exceeds human performance.<\/p>\n\n\n\n<figure class=\"is-layout-flex wp-block-gallery-1 wp-block-gallery has-nested-images columns-default is-cropped\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"753\" height=\"477\" data-id=\"356\"  src=\"https:\/\/cse.unl.edu\/~rquinones\/wp-content\/uploads\/2022\/07\/word-image.png\" alt=\"\" class=\"wp-image-356\" srcset=\"https:\/\/cs.siue.edu\/~rquinon\/wp-content\/uploads\/2022\/07\/word-image.png 753w, https:\/\/cs.siue.edu\/~rquinon\/wp-content\/uploads\/2022\/07\/word-image-300x190.png 300w\" sizes=\"(max-width: 753px) 100vw, 753px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"624\" data-id=\"357\"  src=\"https:\/\/cse.unl.edu\/~rquinones\/wp-content\/uploads\/2022\/07\/The_Era-of-Computer-Vision-Is-Here-1024x624.png\" alt=\"\" class=\"wp-image-357\" srcset=\"https:\/\/cs.siue.edu\/~rquinon\/wp-content\/uploads\/2022\/07\/The_Era-of-Computer-Vision-Is-Here-1024x624.png 1024w, https:\/\/cs.siue.edu\/~rquinon\/wp-content\/uploads\/2022\/07\/The_Era-of-Computer-Vision-Is-Here-300x183.png 300w, https:\/\/cs.siue.edu\/~rquinon\/wp-content\/uploads\/2022\/07\/The_Era-of-Computer-Vision-Is-Here-768x468.png 768w, https:\/\/cs.siue.edu\/~rquinon\/wp-content\/uploads\/2022\/07\/The_Era-of-Computer-Vision-Is-Here-850x518.png 850w, https:\/\/cs.siue.edu\/~rquinon\/wp-content\/uploads\/2022\/07\/The_Era-of-Computer-Vision-Is-Here.png 1100w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"401\" height=\"217\" data-id=\"151\"  src=\"https:\/\/cs.siue.edu\/~rquinon\/wp-content\/uploads\/2021\/03\/Screen-Shot-2021-03-19-at-8.44.40-AM.png\" alt=\"\" class=\"wp-image-151\" srcset=\"https:\/\/cs.siue.edu\/~rquinon\/wp-content\/uploads\/2021\/03\/Screen-Shot-2021-03-19-at-8.44.40-AM.png 401w, https:\/\/cs.siue.edu\/~rquinon\/wp-content\/uploads\/2021\/03\/Screen-Shot-2021-03-19-at-8.44.40-AM-300x162.png 300w\" sizes=\"(max-width: 401px) 100vw, 401px\" \/><\/figure>\n<figcaption class=\"blocks-gallery-caption wp-element-caption\">These are sample imagery from multiple domains in computer vision.<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Computer vision is a branch of computer science that replicates human visual capabilities by enabling machines to detect, interpret, and process visual data in images and videos. Early systems were limited, but breakthroughs in artificial intelligence\u2014especially in deep learning and neural networks\u2014have transformed the field. Today, these advancements allow computer vision systems to perform tasks&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/cs.siue.edu\/~rquinon\/wp-json\/wp\/v2\/pages\/191"}],"collection":[{"href":"https:\/\/cs.siue.edu\/~rquinon\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cs.siue.edu\/~rquinon\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cs.siue.edu\/~rquinon\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cs.siue.edu\/~rquinon\/wp-json\/wp\/v2\/comments?post=191"}],"version-history":[{"count":22,"href":"https:\/\/cs.siue.edu\/~rquinon\/wp-json\/wp\/v2\/pages\/191\/revisions"}],"predecessor-version":[{"id":509,"href":"https:\/\/cs.siue.edu\/~rquinon\/wp-json\/wp\/v2\/pages\/191\/revisions\/509"}],"wp:attachment":[{"href":"https:\/\/cs.siue.edu\/~rquinon\/wp-json\/wp\/v2\/media?parent=191"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}