Image-text dual neural network with decision strategy for small-sample image classification
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.02.099
Abstract: Abstract Small-sample classification is a challenging problem in computer vision. In this work, we show how to efficiently and effectively utilize semantic information of the annotations to improve the performance of small-sample classification. First, we… read more here.
Keywords: dual neural; image; text dual; classification ... See more keywords
Accelerated Dual Neural Network Controller for Visual Servoing of Flexible Endoscopic Robot With Tracking Error, Joint Motion, and RCM Constraints
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2021.3114674
Abstract: Aiming at the requirements for endoscope in minimally invasive surgery, a dual neural network (DNN) controller is designed for a flexible endoscopic robot (FER) with 10 DOF. First, the FER's kinematics model with remote center… read more here.
Keywords: neural network; rcm constraints; motion rcm; dual neural ... See more keywords
Deep Learning Dual Neural Networks in the Construction of Learning Models for Online Courses in Piano Education
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/4408288
Abstract: The use of deep learning (DL) and artificial intelligence (AI) in teaching children piano lessons promotes modern piano instruction and enhances the overall quality of education. To begin, a more thorough explanation of the teaching… read more here.
Keywords: neural networks; piano; learning dual; education ... See more keywords
Dual Neural Network Method for Solving Multiple Definite Integrals
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computation"
DOI: 10.1162/neco_a_01145
Abstract: This study, which examines a calculation method on the basis of a dual neural network for solving multiple definite integrals, addresses the problems of inefficiency, inaccuracy, and difficulty in finding solutions. First, the method offers… read more here.
Keywords: dual neural; network; definite integrals; method ... See more keywords