A tool for fast ground truth generation for object detection and tracking from video

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Abstract

Object detection and tracking is one of the most important components in computer vision applications. To carefully evaluate the performance of detection and tracking algorithms, it is important to develop benchmark data sets. One of the most tedious and error-prone aspects when developing benchmarks, is the generation of the ground truth. This paper presents FAST-GT (FAst Semi-automatic Tool for Ground Truth generation), a new generic framework for the semiautomatic generation of ground truths. FAST-GT reduces the need for manual intervention thus speeding-up the ground-truthing process.
Original languageEnglish
Title of host publicationIEEE International Conference on Image Processing 2014 (ICIP 2014), 27-30 October 2014, Paris, France
Place of PublicationPiscataway
PublisherInstitute of Electrical and Electronics Engineers
Pages368-372
DOIs
Publication statusPublished - 2014
Event21st IEEE International Conference on Image Processing (ICIP 2014) - Paris, France
Duration: 27 Oct 201430 Oct 2014
Conference number: 21
http://www.icip2014.org/

Conference

Conference21st IEEE International Conference on Image Processing (ICIP 2014)
Abbreviated titleICIP 2014
Country/TerritoryFrance
CityParis
Period27/10/1430/10/14
Internet address

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