M
M.L. Hilton
Researcher at University of South Carolina
Publications - 3
Citations - 445
M.L. Hilton is an academic researcher from University of South Carolina. The author has contributed to research in topics: Computer science & Deep learning. The author has an hindex of 1, co-authored 1 publications receiving 434 citations.
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Journal ArticleDOI
Wavelet and wavelet packet compression of electrocardiograms
TL;DR: Pilot data from a blind evaluation of compressed ECG's by cardiologists suggest that the clinically useful information present in original ECG signals is preserved by 8:1 compression, and in most cases 16:1 compressed ECGs are clinically useful.
Journal ArticleDOI
Utility of machine learning for segmenting camera trap time‐lapse recordings
TL;DR: In this article , the authors presented a new suite of software tools that reduce the amount of human effort needed to segment time-lapse, camera trap recordings in preparation for analysis, using a convolutional neural network trained to detect a focal species and to generate a video segmentation indicating the ranges of time when the focal species is present.
Journal ArticleDOI
An Image Processing Pipeline for Camera Trap Time-Lapse Recordings
TL;DR: A new open-source image processing pipeline for analyzing camera trap time-lapse recordings is described, which includes machine learning models to assist human-in-the-loop video segmentation and animal reidentification.