A survey on deep learning-based architectures for semantic segmentation on 2d images

I Ulku, E Akagündüz - Applied Artificial Intelligence, 2022 - Taylor & Francis
Semantic segmentation is the pixel-wise labeling of an image. Boosted by the extraordinary
ability of convolutional neural networks (CNN) in creating semantic, high-level and …

Visual semantic segmentation based on few/zero-shot learning: An overview

W Ren, Y Tang, Q Sun, C Zhao… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
Visual semantic segmentation aims at separating a visual sample into diverse blocks with
specific semantic attributes and identifying the category for each block, and it plays a crucial …