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Schizophrenia Prediction with the Adaboost Algorithm
This paper presents an adaBoost approach for schizophrenia relapse prediction. The data for the adaBoost are extracted from patients answers to Early Warning Signs questionnaires sent regularly via mobile phone messages. The perform...
JC - Počítačový hardware a software
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Fast and Energy Efficient AdaBoost Classifier
The paper presents a new concept of creating an energy and computation effective AdaBoost classifier systems. The presented method is mainly novel in the way how it divides and accelerates an AdaBoost classifier into two parts - a p...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2013 •
- D
Rok uplatnění
D - Stať ve sborníku
AdaBoost Engine
The paper focuses on design and implementation of high-performance AdaBoost classifier unit for image classification based on machine learning through AdaBoost. It discusses implementation in programmable hardware based on DSP Texas...
JC - Počítačový hardware a software
- 2007 •
- D
Rok uplatnění
D - Stať ve sborníku
GStreamer Adaboost plugin
AdaBoost algorithm allows detection of objects in the image. This implementation enables the integration of this algorithm to any program as a component of the GStreamer framework. Usage the algorithm is demonstrated on the problem of face d...
JC - Počítačový hardware a software
- 2010 •
- R
Rok uplatnění
R - Software
Boosting : From data to hardware using automatic implementation tool
A method of automatic implemention of a AdaBoost classifier into FPGA is desribed...
JD - Využití počítačů, robotika a její aplikace
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
AdaBoost with Totally Corrective Updates for Fast Face Detection
An extension of the AdaBoost learning algorithm is proposed and brought to bear on the face detection problem. In each weak classifier selection cycle, the novel totally detector of the Viola-Jones type is built using AdaBoost with ...
JD - Využití počítačů, robotika a její aplikace
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
Detection of Dogs in Video Using Statistical Classifiers
A common approach to pattern recognition and object detection is to use a statistical classifier. Widely used method is AdaBoost or its modifications which yields outstanding results in certain tasks like face detection. The aim of this work...
JC - Počítačový hardware a software
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
HW Adaboost Engine
THe software is intended for configuraiton of FPGA programmable chips and also for the DSP that is connected to the FPGA. This particular configuration is intended for DX64 board that contains DSP TI 320C6411 and FPGA Xilinx VIrtex II 250....
JC - Počítačový hardware a software
- 2007 •
- Gprot
Rok uplatnění
Gprot - Prototyp
Multiplatform Framework for Object Detection
Library for object detection using AdaBoost algorithm implemented primarly in C/C++ and languages for the target platform such as assembler languages. The library is designed for the PC platform (base and optimized implementation), embedded ...
JC - Počítačový hardware a software
- 2010 •
- R
Rok uplatnění
R - Software
Image detection using AdaBoost in VHDL
The software is written in VHDL and its purpose is to configure FPGA circuit so that it detect objects in video using WaldBoost method with scaled video. This implementation is a high-perfrmance one that works on a video stream on-the-fly without any...
JC - Počítačový hardware a software
- 2012 •
- R •
- Link
Rok uplatnění
R - Software
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