David Etter, PhD
David Etter is a Machine Learning Scientist with 20+ years experience in research and development. His research interests include Machine Learning/ Deep Learning, Computer Vision, Natural Language Processing (NLP), and Information Retrieval.
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MY LATEST RESEARCH
Aerial Video Processing
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Research and development of big data analytics for object detection and summarization in aerial video.
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Designed an adaptive thresholding algorithm for video summarization which adjust keyframe extraction rates based on a deep learning feedback loop.
Text Localization and Extraction in Video
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Research and development of big data analytics for text spotting and extraction in videos.
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Developed a text localization algorithm using Gaussian Mixture-based background subtraction with blob detection.
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Applied deep learning to classify the image regions and generate character sequence output.
