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HPC in Asia
:
(RP18) Real-Time Fire Detection Using CUDA
Research Poster Authors
Event Type
HPC in Asia
Passes
Tags
Parallel Algorithms
Parallel Applications
Performance Analysis and Optimization
TimeWednesday, June 19th10:10am - 11am
LocationAnalog 1, 2
DescriptionIn this research, a high-resolution real-time fire detection system was implemented. NVIDIA CUDA framework was used to parallelize a serial version that was implemented using OpenCV. The algorithm relies on color thresholding with other de-noising image processing techniques applied to track the fire. Both implementations of the fire detection algorithm were compared, and the reported results show that the parallel implementation achieved a 60% speedup over the serial version.