Now showing items 1-4 of 4

    • Fire detection in video using LMS based active learning 

      Günay, O.; Taşdemir K.; Töreyin, B. U.; Çetin, A. Enis (Springer, 2009)
      In this paper, a video based algorithm for fire and flame detection is developed. In addition to ordinary motion and color clues, flame flicker is distinguished from motion of flame colored moving objects using Markov ...
    • Online adaptive hierarchical space partitioning classifier 

      Kılıç, O. Fatih; Vanlı, N. D.; Özkan, Hüseyin; Delibalta, İ.; Kozat, Süleyman Serdar (IEEE, 2016)
      We introduce an on-line classification algorithm based on the hierarchical partitioning of the feature space which provides a powerful performance under the defined empirical loss. The algorithm adaptively partitions the ...
    • A tree-based solution to nonlinear regression problem 

      Demir, Oğuzhan; Neyshabouri, Mohammadreza Mohaghegh; Delibalta, İ.; Kozat, Süleyman Serdar (IEEE, 2016)
      In this paper, we offer and examine a new algorithm for sequential nonlinear regression problem. In this architecture, we use piecewise adaptive linear functions to find the nonlinear regression model sequentially. For ...
    • Video based wildfire detection at night 

      Günay, O.; Taşdemir K.; Töreyin, B. U.; Çetin, A. Enis (ELSEVIER, 2009-05-06)
      There has been an increasing interest in the study of video based fire detection algorithms as video based surveillance systems become widely available for indoor and outdoor monitoring applications. A novel method explicitly ...