Video analytics evaluation – Survey of datasets, performance metrics and approaches

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Authors
  1. Gorodnichy, D.O.
  2. Laganiere, R.
  3. Macrini, D.
Corporate Authors
Defence Research and Development Canada, Centre for Security Science, Ottawa ON (CAN);Canada Border Services Agency, Ottawa ON (CAN);OTTAWA UNIV, OTTAWA ON (CAN) SCHOOL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE
Abstract
This report presents a survey of evaluation datasets, metrics and practices used by the scientific community pertaining to the evaluation of video analytics in the video surveillance context. The focus of the survey is on the task of visually tracking people in video, and its application to loitering and tailgating detection. The related key results from the TRECVID video analytic evaluation conducted by the National Institute of Standards and Technology (NIST) are presented.
Keywords
video-surveillance;video analytics;person tracking;loitering detection;tailgating detection;technology readiness;performance evaluation;datasets
Report Number
DRDC-RDDC-2014-C248 — Contract Report
Date of publication
01 Sep 2014
Number of Pages
57
DSTKIM No
CA039480
CANDIS No
800521
Format(s):
Electronic Document(PDF)

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