Evolving Automatic Target Detection Algorithms by LogicallyCombining Decision Spaces

K Benson
<span title="">2000</span> <i title="British Machine Vision Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6bfo5625nvdfvbgyf7ldi5wmfe" style="color: black;">Procedings of the British Machine Vision Conference 2000</a> </i> &nbsp;
In this paper a novel approach to performing classification is presented. Discriminant functions are constructed by combining selected features from the feature set with simple mathematical functions such as · ¢ ¤ Ñ Ü Ñ Ò. These discriminant functions are capable of forming nonlinear discontinuous hypersurfaces . For multimodal data more than one discriminant function may be combined with logical operators before classification is performed. An algorithm capable of making decisions as to
more &raquo; ... a combination of discriminant functions is needed to classify a data sample, or whether a single discriminant function will suffice, is developed. The algorithms used to perform classification are not written by a human. The algorithms are learnt, or rather evolved, using Evolutionary Computing techniques.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5244/c.14.69">doi:10.5244/c.14.69</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/bmvc/Benson00.html">dblp:conf/bmvc/Benson00</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/agil23mabfeppkei2pdq27gm6a">fatcat:agil23mabfeppkei2pdq27gm6a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130528171616/http://www.bmva.org/bmvc/2000/papers/p69.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f2/b3/f2b32d2a53d322ef2d6db9d1d50e20fd961d28c2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5244/c.14.69"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>