Mersenne twister: a 623-dimensionally equidistributed uniform pseudo-random number generator
ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special issue on uniform random number generation
CONDENSATION—Conditional Density Propagation forVisual Tracking
International Journal of Computer Vision
Video object tracking using adaptive Kalman filter
Journal of Visual Communication and Image Representation
Scalable Parallel Programming with CUDA
Queue - GPU Computing
Particle Swarm Optimization Based Object Tracking
Fundamenta Informaticae - Swarm Intelligence
Robust online appearance models for visual tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face tracking using adaptive appearance models and convolutional neural network
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Parallel appearance-adaptive models for real-time object tracking using particle swarm optimization
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
Particle Swarm Optimization and Differential Evolution for model-based object detection
Applied Soft Computing
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This paper demonstrates how CUDA-capable Graphics Processor Unit can be effectively used to accelerate a tracking algorithm based on adaptive appearance models. The object tracking is achieved by particle swarm optimization algorithm. Experimental results show that the GPU implementation of the algorithm exhibits a more than 40-fold speed-up over the CPU implementation.