Overview of VeloxSeg. VeloxSeg employs an encoder-decoder architecture with Paired Window Attention (PWA) and Johnson-Lindenstrauss lemma-guided convolution (JLC) on the left, using 1x1 convolution as ...

Annotating regions of interest in medical images, a process known as segmentation, is often one of the first steps clinical researchers take when running a new study involving biomedical images.

1 The First Clinical Medical College, The Affiliated People’s Hospital of Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China 2 The Affiliated People’s Hospital of Fujian ...

Annotating regions of interest in medical images, a process known as segmentation, is often one of the first steps clinical ...

Abstract: Image segmentation stands as a pivotal challenge in the realm of computer vision. Although, in recent times, deep learning-based segmentation methods have emerged as front-runners in ...

Intelligent Grasping Based on Image Segmentation The core of this patent lies in utilizing image segmentation and object pose estimation technologies to achieve precise grasping of objects. In complex ...

Abstract: This study investigates the possibility of segmenting modeled images of optical vortices using neural networks. An original dataset was collected for the training and testing of neural ...