{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,4]],"date-time":"2022-04-04T12:07:45Z","timestamp":1649074065640},"reference-count":0,"publisher":"World Scientific Pub Co Pte Lt","issue":"01","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Patt. Recogn. Artif. Intell."],"published-print":{"date-parts":[[1992,4]]},"abstract":"<jats:p> This paper shows how visual reconstruction problems can be solved using analog networks resulting from the reformulation of the reconstruction problem into a series of coupled sub-problems. A novel analog implementation based upon Platt's constraint networks is suggested for neural network implementation and the effectiveness is demonstrated with examples. The complete approach bears a philosophical similarity to the Harris Coupled Depth-Slope model of visual reconstruction. Significant differences appear, though, in the Lagrangian formulation, the mixed finite element discretization, and the analog implementation. It is also shown that the resulting networks can be structurally different from those suggested by Harris. <\/jats:p>","DOI":"10.1142\/s0218001492000060","type":"journal-article","created":{"date-parts":[[2004,11,25]],"date-time":"2004-11-25T00:50:24Z","timestamp":1101343824000},"page":"113-129","source":"Crossref","is-referenced-by-count":0,"title":["MIXED FINITE ELEMENT BASED NEURAL NETWORKS IN VISUAL RECONSTRUCTION"],"prefix":"10.1142","volume":"06","author":[{"given":"D.","family":"SUTER","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Systems Engineering, Monash University, Clayton 3168, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2011,11,21]]},"container-title":["International Journal of Pattern Recognition and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218001492000060","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T02:15:12Z","timestamp":1565144112000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218001492000060"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1992,4]]},"references-count":0,"journal-issue":{"issue":"01","published-online":{"date-parts":[[2011,11,21]]},"published-print":{"date-parts":[[1992,4]]}},"alternative-id":["10.1142\/S0218001492000060"],"URL":"https:\/\/doi.org\/10.1142\/s0218001492000060","relation":{},"ISSN":["0218-0014","1793-6381"],"issn-type":[{"value":"0218-0014","type":"print"},{"value":"1793-6381","type":"electronic"}],"subject":[],"published":{"date-parts":[[1992,4]]}}}