Open AccessCENTRAL PROCESSING UNIT-GRAPHICS PROCESSING UNIT COMPUTING SCHEME FOR MULTI-OBJECT TRACKING IN SURVEILLANCE
Author(s) -
Ankush Rai,
Jagadeesh Kannan R
Publication year - 2017
Publication title -
asian journal of pharmaceutical and clinical research
Language(s) - English
Resource type - Journals
eISSN - 2455-3891
pISSN - 0974-2441
DOI - 10.22159/ajpcr.2017.v10s1.19651
Subject(s) - graphics processing unit , computer science , central processing unit , parallel processing , computation , graphics , scheme (mathematics) , object (grammar) , video tracking , general purpose computing on graphics processing units , tracking (education) , real time computing , computer hardware , parallel computing , computer graphics (images) , artificial intelligence , algorithm , psychology , mathematical analysis , pedagogy , mathematics
This research work presents a novel central processing unit-graphics processing unit (CPU-GPU) computing scheme for multiple object trackingduring a surveillance operation. This facilitates nonlinear computational jobs to avail completion of computation in minimal processing time for tracking function. The work is divided into two essential objectives. First is to dynamically divide the processing operations into parallel units, and second is to reduce the communication between CPU-GPU processing units.