Domain generalization for semantic segmentation: a survey

TH Rafi, R Mahjabin, E Ghosh, YW Ko… - Artificial Intelligence …, 2024 - Springer
Deep neural networks (DNNs) have proven explicit contributions in making autonomous
driving cars and related tasks such as semantic segmentation, motion tracking, object …

Image segmentation in foundation model era: A survey

T Zhou, F Zhang, B Chang, W Wang, Y Yuan… - arxiv preprint arxiv …, 2024 - arxiv.org
Image segmentation is a long-standing challenge in computer vision, studied continuously
over several decades, as evidenced by seminal algorithms such as N-Cut, FCN, and …

Multimodal 3D Reasoning Segmentation with Complex Scenes

X Jiang, L Lu, L Shao, S Lu - arxiv preprint arxiv:2411.13927, 2024 - arxiv.org
The recent development in multimodal learning has greatly advanced the research in 3D
scene understanding in various real-world tasks such as embodied AI. However, most …