{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,3,2]],"date-time":"2024-03-02T06:00:57Z","timestamp":1709359257237},"reference-count":0,"publisher":"IGI Global","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,4,1]]},"abstract":"

In this paper, the authors propose an adaptive Elastic Net method for edge linking of images. Edge linking is a fundamental computer-vision task, which is a constrained optimization problem. In the proposed method, an adaptive dynamic parameter strategy and a stochastic noise strategy are introduced into the Elastic Net, which enables the network to have superior ability for escaping from local minima and converge sooner to optimal or near-optimal solutions. Simulations confirm that the proposed method could produce more meaningful contours than the original Elastic Net in shorter time.<\/p>","DOI":"10.4018\/ijitn.2015040101","type":"journal-article","created":{"date-parts":[[2015,6,29]],"date-time":"2015-06-29T19:50:04Z","timestamp":1435607404000},"page":"7-19","source":"Crossref","is-referenced-by-count":1,"title":["An Adaptive Elastic Net Method for Edge Linking of Images"],"prefix":"10.4018","volume":"7","author":[{"given":"Junyan","family":"Yi","sequence":"first","affiliation":[{"name":"Zhejiang University of Technology, Beijing, China"}]},{"given":"Gang","family":"Yang","sequence":"additional","affiliation":[{"name":"Renmin University of China, Beijing, China"}]},{"given":"Xiaoxuan","family":"Ma","sequence":"additional","affiliation":[{"name":"Beijing University of Civil Engineering and Architecture, Beijing, China"}]},{"given":"Xiaoyun","family":"Shen","sequence":"additional","affiliation":[{"name":"Beijing University of Civil Engineering and Architecture, Beijing, China"}]}],"member":"2432","container-title":["International Journal of Interdisciplinary Telecommunications and Networking"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=132666","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T21:45:25Z","timestamp":1654119925000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJITN.2015040101"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2015,4,1]]},"references-count":0,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2015,4]]}},"URL":"https:\/\/doi.org\/10.4018\/ijitn.2015040101","relation":{},"ISSN":["1941-8663","1941-8671"],"issn-type":[{"value":"1941-8663","type":"print"},{"value":"1941-8671","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,4,1]]}}}