FPGA implementation of gaussian mixture model algorithm for 47 fps segmentation of 1080p video
Circuits and systems able to process high quality video in real time are fundamental in
nowadays imaging systems. The circuit proposed in the paper, aimed at the robust …
nowadays imaging systems. The circuit proposed in the paper, aimed at the robust …
An FPGA-based real-time background identification circuit for 1080p video
M Genovese, E Napoli - 2012 Eighth International Conference …, 2012 - ieeexplore.ieee.org
The paper proposes an improved hardware implementation of the OpenCV version of the
Gaussian Mixture Model (GMM) algorithm. Truncated binary multipliers and a ROM …
Gaussian Mixture Model (GMM) algorithm. Truncated binary multipliers and a ROM …
Real-Time Implementations of Background Subtraction for IoT Applications
Detection of moving objects is often the first stage in many computer vision applications
through the use of static or moving cameras. Subsequently, the separation process between …
through the use of static or moving cameras. Subsequently, the separation process between …
Hardware performance versus video quality trade-off for Gaussian mixture model based background identification systems
M Genovese, E Napoli, N Petra - … International Conference on …, 2014 - spiedigitallibrary.org
Background identification is a fundamental task in many video processing systems. The
Gaussian Mixture Model is a background identification algorithm that models the pixel …
Gaussian Mixture Model is a background identification algorithm that models the pixel …
Processor core for real time background identification of HD video based on OpenCV Gaussian mixture model algorithm
M Genovese, E Napoli - VLSI Circuits and Systems VI, 2013 - spiedigitallibrary.org
The identification of moving objects is a fundamental step in computer vision processing
chains. The development of low cost and lightweight smart cameras steadily increases the …
chains. The development of low cost and lightweight smart cameras steadily increases the …
[PDF][PDF] Hardware Implementation of Digital Signal Processing Algorithms
O Gustafsson - academia.edu
This work presents a new efficient parallel carrier recovery architecture suitable for ultrahigh
speed intradyne coherent optical receivers (eg,≥ 100 Gb/s) with quadrature amplitude …
speed intradyne coherent optical receivers (eg,≥ 100 Gb/s) with quadrature amplitude …
[PDF][PDF] Research Article FPGA Implementation of Gaussian Mixture Model Algorithm for 47fps Segmentation of 1080p Video
Circuits and systems able to process high quality video in real time are fundamental in
nowadays imaging systems. he circuit proposed in the paper, aimed at the robust …
nowadays imaging systems. he circuit proposed in the paper, aimed at the robust …