Abstract: With the increasing use of Unmanned Aerial Vehicles (UAVs), improving the accuracy of semantic segmentation is becoming critical. Depth information preserves geometric structure, serving as ...

Abstract: Semantic segmentation of large-scale point clouds is an indispensable component of outdoor scene perception, providing essential 3D semantic insights for applications in scene reconstruction ...

4. The proposed model achieves excellent segmentation results on GLAS, ISIC, Brian Tumors and SIIM-ACR datasets. The proposed encoder is composed of two parts: a Context-rich connection module and a ...

In this paper, we propose using scribbles to annotate LiDAR point clouds and release ScribbleKITTI, the first scribble-annotated dataset for LiDAR semantic segmentation. Furthermore, we present a ...

Weakly-Supervised Semantic Segmentation (WSSS) aims to train segmentation models using image data with only image-level supervision. Since precise pixel-level annotations are not accessible, existing ...

The Knowledge Graph Market involves technologies and services that organize, connect, and analyze data into structured graphs, enhancing AI, search, ...

To verify the effectiveness of the proposed model, we conducted a comprehensive comparison with six other mainstream semantic segmentation models: FCN, PSPNet, SegFormer, DeepLabv3+, HRNet, and UNet.

Whale song can be as efficient as – and, in some cases, more efficient than – human communication, according to a new study in Science Advances ...

Snapdragon 8 Elite benchmark results are here! See how this flagship chip performs on AnTuTu, Geekbench, and other benchmarks.

Whale song can be as efficient as – and, in some cases, more efficient than – human communication, according to a new study in Science Advances. Meanwhile, new unrelated research in Science further ...

Despite major advances in artificial intelligence (AI) research for healthcare, the deployment and adoption of AI technologies remain limited in clinical practice. This paper describes the FUTURE-AI ...