IPL at CLEF 2016 Medical Task

نویسندگان

  • Leonidas Valavanis
  • Spyridon Stathopoulos
  • Theodore Kalamboukis
چکیده

In this paper we present the image classification techniques performed by the IPL Group for the subfigure classification subtask of ImageCLEF 2016 Medical Task. For the visual representation of images, various state-of-the-art visual features, such as, Bag of Visual Words computed with pyramid-histogram of-visual-words descriptors and quadtree bag-of-colors were adopted. We present the results of our runs and our extensive experiments applying early or late fusion on the results obtained from a multi-class linear kernel support vector machine. Our top run was ranked 3rd among 34 runs.

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تاریخ انتشار 2016