Artificial intelligence (AI) is evolving towards artificial general intelligence, which refers to the ability of an AI system to perform a wide range of tasks and exhibit a level of intelligence …
Abstract The Segment Anything Model (SAM), a foundation model for general image segmentation, has demonstrated impressive zero-shot performance across numerous …
Recently, the first foundation model developed specifically for image segmentation tasks was developed, termed the" Segment Anything Model"(SAM). SAM can segment objects in …
W Yue, J Zhang, K Hu, Y Xia, J Luo… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
The Segment Anything Model (SAM) is a powerful foundation model that has revolutionised image segmentation. To apply SAM to surgical instrument segmentation, a common …
Y Zhang, Z Shen, R Jiao - Computers in Biology and Medicine, 2024 - Elsevier
Due to the inherent flexibility of prompting, foundation models have emerged as the predominant force in the fields of natural language processing and computer vision. The …
J Liu, Y Wang, C Ju, C Ma… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract The objective of Audio-Visual Segmentation (AVS) is to localise the sounding objects within visual scenes by accurately predicting pixel-wise segmentation masks. To …
Interactive segmentation is a crucial research area in medical image analysis aiming to boost the efficiency of costly annotations by incorporating human feedback. This feedback …
Abstract The Segment Anything Model (SAM) has garnered significant attention for its versatile segmentation abilities and intuitive prompt-based interface. However its application …
B Cui, M Islam, L Bai, H Ren - International Journal of Computer Assisted …, 2024 - Springer
Purpose Depth estimation in robotic surgery is vital in 3D reconstruction, surgical navigation and augmented reality visualization. Although the foundation model exhibits outstanding …