no code implementations • 9 May 2024 • Naimul Khan, Boujemaa Guermazi
Our work tackles the fundamental challenge of image segmentation in computer vision, which is crucial for diverse applications.
no code implementations • 17 Mar 2024 • Boujemaa Guermazi, Riadh Ksantini, Naimul Khan
This work presents an improved version of an unsupervised Convolutional Neural Network (CNN) based algorithm that uses a constant weight factor to balance between the segmentation criteria of feature similarity and spatial continuity, and it requires continuous manual adjustment of parameters depending on the degree of detail in the image and the dataset.