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  • The design of an aquatic insect imaging device as part of a system to automate insect classification for biomonitoring

    Creator:
    Sarpola, Matt J.
    Abstract:
    Population counts of aquatic insects are a valuable tool for monitoring the water quality of rivers and streams. However, the handling of samples in the lab for species identification is time consuming. An aquatic insect imaging device was designed as part of a system to automate aquatic insect classification and...
    Resource Type:
    Masters Thesis

  • Motion detection algorithm using wavelet transform

    Creator:
    Lee, Jeongmin
    Abstract:
    This thesis presents an algorithm that estimates motion in image sequence using wavelet transform. The motion detection is performed under unfavorable conditions of background movement, change of brightness, and noise. The algorithm is tolerant to brightness changes, noise, and small movement in the background. The false alarm rate of motion...
    Resource Type:
    Masters Thesis
    Full Text:
    algorithm is data-based, and can detect only reference patterns. Letang et al.5 use the reference pattern

  • Simultaneous segmentation and classification of bird song using CNN

    Creator:
    Narasimhan, Revathy
    Abstract:
    In bioacoustics, automatic animal voice detection and recognition from audio recordings is an emerging topic for animal preservation. Our research focuses on bird bioacoustics, where the goal is to segment bird syllables from the recording and predict the bird species for the syllables. Traditional methods for this task addresses the...
    Resource Type:
    Masters Thesis
    Full Text:
    -Decoder Convolutional Neural Network . . . . . . . . . . . . . . . 13 4.3.1 Post processing