Laurice Janette Dagum, F. J. Corpuz, M. Soriano, J. Jauod, E. Capili, R. J. Judilla
{"title":"将拼接算法应用于相机阵列图像,实现图巴塔哈礁接地伤痕的可视化","authors":"Laurice Janette Dagum, F. J. Corpuz, M. Soriano, J. Jauod, E. Capili, R. J. Judilla","doi":"10.1109/OCEANS.2014.7003154","DOIUrl":null,"url":null,"abstract":"This paper presents a unique system specifically made to capture and create image mosaics of flat, wide, and shallow coral reefs at the Tubbataha Reefs Natural Park to assist in the rapid assessment of the reef scars caused by the grounding of the USS Guardian last January 17, 2013. This system is composed of an array of underwater cameras coupled with a GPS and depth logging device, and a mosaicking algorithm to stitch the images. The algorithm color corrects the images before creating panoramic strips of images across cameras. Linear regression is applied to the pixel shifts to smoothen values overlooked by the cross correlation function. The strips are then stitched across time to form image mosaics using modified fast image labeling. With an overlap of at least 30% between image frames, strips formed from an array of three cameras cover a distance more than twice the distance covered by a single camera.","PeriodicalId":368693,"journal":{"name":"2014 Oceans - St. John's","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Stitching algorithm applied to camera array images for the visualization of Tubbataha reef grounding scars\",\"authors\":\"Laurice Janette Dagum, F. J. Corpuz, M. Soriano, J. Jauod, E. Capili, R. J. Judilla\",\"doi\":\"10.1109/OCEANS.2014.7003154\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a unique system specifically made to capture and create image mosaics of flat, wide, and shallow coral reefs at the Tubbataha Reefs Natural Park to assist in the rapid assessment of the reef scars caused by the grounding of the USS Guardian last January 17, 2013. This system is composed of an array of underwater cameras coupled with a GPS and depth logging device, and a mosaicking algorithm to stitch the images. The algorithm color corrects the images before creating panoramic strips of images across cameras. Linear regression is applied to the pixel shifts to smoothen values overlooked by the cross correlation function. The strips are then stitched across time to form image mosaics using modified fast image labeling. With an overlap of at least 30% between image frames, strips formed from an array of three cameras cover a distance more than twice the distance covered by a single camera.\",\"PeriodicalId\":368693,\"journal\":{\"name\":\"2014 Oceans - St. John's\",\"volume\":\"45 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 Oceans - St. John's\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/OCEANS.2014.7003154\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 Oceans - St. John's","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/OCEANS.2014.7003154","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Stitching algorithm applied to camera array images for the visualization of Tubbataha reef grounding scars
This paper presents a unique system specifically made to capture and create image mosaics of flat, wide, and shallow coral reefs at the Tubbataha Reefs Natural Park to assist in the rapid assessment of the reef scars caused by the grounding of the USS Guardian last January 17, 2013. This system is composed of an array of underwater cameras coupled with a GPS and depth logging device, and a mosaicking algorithm to stitch the images. The algorithm color corrects the images before creating panoramic strips of images across cameras. Linear regression is applied to the pixel shifts to smoothen values overlooked by the cross correlation function. The strips are then stitched across time to form image mosaics using modified fast image labeling. With an overlap of at least 30% between image frames, strips formed from an array of three cameras cover a distance more than twice the distance covered by a single camera.