HARDWARE AND SOFTWARE COMPLEX OF AUGMENTATION COMMUNICATION SYSTEM ON THE BASIS OF EYETRACKING TECHNOLOGYS
Copyright policy )HARDWARE AND SOFTWARE COMPLEX OF AUGMENTATION COMMUNICATION SYSTEM ON THE BASIS OF EYETRACKING TECHNOLOGYS
В работе представлено описание разработанного АПК и реализованного алгоритма айтрекинга (с использованием сверточных нейронных сетей и методов математической морфологии), позволяющего людям, страдающим нарушениями двигательных функций и нервнопаралитическими синдромами, осуществлять процесс коммуникации с внешним миром, посредством управления компьютером и печати текста движением глаз. The paper presents a description of the developed APC and implemented the algorithm of EyeTracking (based on convolutional neural networks and morphological analysis), which allows people suffering from motor dysfunction and neuroparalytic syndromes to carry out the process of communication with the outside world through computer control and text printing by eye movement
- Kamchatka State University named after Vitus Bering Russian Federation
convolutional core, алгоритмы построения выпуклых оболочек, cascade classifiers, HSC, машинное зрение, Haar cascade, Medical applications (general), convolutional neural networks, OpenCV, YOLO, микроконтроллеры, сверточные нейронные сети, dnn, контурный анализ, Хааркаскад, Q, окулография, yolo, hsc, machine vision, erosion, haar cascade, каскадные классификаторы, dilation, алгоритм, jarvis algorithm, microcontrollers, Viola-Jones method, метод Виолы-Джонса, Science, дилатация, алгоритм Джарвиса, бинаризация, Eyetracking, morphological analysis, Jarvis algorithm, морфологический анализ, opencv, eyetracking, Artificial neural networks and deep learning, algorithm for constructing convex hulls, algorithm, deep neural network, contour analysis, эрозия, viola-jones method, АПК, oculography, айтрекинг, сверточное ядро, binarization
convolutional core, алгоритмы построения выпуклых оболочек, cascade classifiers, HSC, машинное зрение, Haar cascade, Medical applications (general), convolutional neural networks, OpenCV, YOLO, микроконтроллеры, сверточные нейронные сети, dnn, контурный анализ, Хааркаскад, Q, окулография, yolo, hsc, machine vision, erosion, haar cascade, каскадные классификаторы, dilation, алгоритм, jarvis algorithm, microcontrollers, Viola-Jones method, метод Виолы-Джонса, Science, дилатация, алгоритм Джарвиса, бинаризация, Eyetracking, morphological analysis, Jarvis algorithm, морфологический анализ, opencv, eyetracking, Artificial neural networks and deep learning, algorithm for constructing convex hulls, algorithm, deep neural network, contour analysis, эрозия, viola-jones method, АПК, oculography, айтрекинг, сверточное ядро, binarization
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