Image classification via convolutional sparse coding

• Published in: The Visual computer Vol. 39; no. 5; pp. 1731 - 1744
• Main Authors: Nozaripour, Ali, Soltanizadeh, Hadi
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.05.2023; Springer Nature B.V
• Subjects: Algorithms; Artificial Intelligence; Classification; Coding; Computer Graphics; Computer Science; Image classification; Image processing; Image Processing and Computer Vision; Image reconstruction; Methods; Original Article; Training; Sparse representation; Filters; Feature map; Convolutional sparse coding; Image classification

The Convolutional Sparse Coding (CSC) model has recently attracted a lot of attention in the signal and image processing communities. Since, in traditional sparse coding methods, a significant assumption is that all input samples are independent, so it is not well for most dependent works. In such c...