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Sabanci-Okan system at ImageClef 2011: plant identication task

Yanıkoğlu, Berrin and Aptoula, Erchan and Tırkaz, Çağlar (2011) Sabanci-Okan system at ImageClef 2011: plant identication task. In: CLEF 2011 - Conference on Multilingual and Multimodal Information Access Evaluation, Amsterdam, Netherlands

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Official URL: http://clef2011.org/resources/proceedings/Yanikoglu_Clef2011.pdf

Abstract

We describe our participation in the plant identication task of ImageClef 2011. Our approach employs a variety of texture, shape as well as color descriptors. Due to the morphometric properties of plants, mathematical morphology has been advocated as the main methodology for texture characterization, supported by a multitude of contour-based shape and color features. We submitted a single run, where the focus has been almost exclusively on scan and scan-like images, due primarily to lack of time. Moreover, special care has been taken to obtain a fully automatic system, operating only on image data. While our photo results are low, we consider our submission successful, since besides being our rst attempt, our accuracy is the highest when considering the average of the scan and scan-like results, upon which we had concentrated our eorts.

Item Type:Papers in Conference Proceedings
Uncontrolled Keywords:Plant identication, mathematical morphology, morphological covariance, Fourier descriptors, Support Vector machines
Subjects:UNSPECIFIED
ID Code:18654
Deposited By:Berrin Yanıkoğlu
Deposited On:28 Dec 2011 21:24
Last Modified:28 Dec 2011 21:24

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