Research
Communication | Open Access
Volume 2022 | Communication ID 1970
Volume 2022 | Communication ID 1970
Convolutional Neural Networks Architectures using in imagery |
Meryem Ameur, Najlae Idrissi, Cherki Daoui
Received |
Accepted |
Published |
May 15, 12:27 |
July 01, 2022 |
July 15, 2022 |
Abstract: Here, we present some Convolutional Neural Networks Architectures using in imagery, we use two architectures one called by SegNet and another named U-Net, these architectures are used to segment some color images. In addition, we use the Hidden Makov Model: Hidden Markov Chain, we compare the three models SegNet, U-Net and Hidden Markov Chain in term of quality and execution time. The obtained results, demonstrate that SegNet, U-Net and Hidden Markov Chain provide the same results quality. But Convolutional Neural Networks segments the images fast then Hidden Markov Chain. In generally, the ...