Actualités

IEEE4 a
Image Segmentation Algorithm for Semantic Segmentation with Sharp Boundaries using Image Processing and Deep Neural Network
Abstract: Deep neural network (DNN)-based image segmentation has the endemic problems caused by iterative sampling, i.e., inaccurate and uncertain boundaries. On the other hand, conventional image ...
PNAS6 mois
Image segmentation with traveling waves in an exactly solvable recurrent neural network
Neural networks are powerful tools for processing ... consider segmentation for the case of complete object overlap here, and instead focus on the cases where objects can be separated based on ...
IEEE5 a
Image segmentation based on bat algorithm and pulse coupled neural network
Abstract: Image segmentation plays an important role in image processing and computer vision. The pulse coupled neural network has been applied in image segmentation. The pulse coupled neural network ...
Frontiers1 a
Spiking neural networks fine-tuning for brain image segmentation
Introduction: The field of machine learning has undergone a significant transformation with the progress of deep artificial neural ... in SNN networks and conduct an empirical evaluation of their ...
University of Waterloo5 a
Accelerating the Training of Convolutional Neural Networks for Image Segmentation with Deep Active Learning
Image semantic segmentation is an important problem in computer vision. However, Training a deep neural network for semantic segmentation in supervised learning requires expensive manual labeling.