Entrenamiento de una red neuronal para el reconocimiento de imagenes de lengua de senas capturadas con sensores de profundidad

التفاصيل البيبلوغرافية
العنوان: Entrenamiento de una red neuronal para el reconocimiento de imagenes de lengua de senas capturadas con sensores de profundidad
المؤلفون: E., Rivas P. Pedro, Omar, Velarde-Anaya, Samuel, Gonzalez-Lopez, Pablo, Rivas P., Angelica, Alvarez-Torres Norma
سنة النشر: 2018
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Computation and Language
الوصف: Due to the growth of the population with hearing problems, devices have been developed that facilitate the inclusion of deaf people in society, using technology as a communication tool, such as vision systems. Then, a solution to this problem is presented using neural networks and autoencoders for the classification of American Sign Language images. As a result, 99.5% accuracy and an error of 0.01684 were obtained for image classification
Comment: 5 pages, in Spanish, 10 figures, 1 table
نوع الوثيقة: Working Paper
اللغة: Spanish; Castilian
الوصول الحر: http://arxiv.org/abs/1804.00508Test
رقم الانضمام: edsarx.1804.00508
قاعدة البيانات: arXiv