Machines are rapidly gaining the ability to perceive, interpret and interact with the visual world in ways that were once ...

2.2 YOLACT instance segmentation network Instance segmentation is a task in the field of computer vision that aims to identify the pixel-level segmentation of each object in an image and assign a ...

[Paper], [Supplementary Material], [Video] The Segment Object System (SOS) is an open-world instance segmentation system capable of segmenting arbitrary objects in scenes. It utilizes rich pre-trained ...

Video object segmentation has been applied to various computer vision tasks, such as video editing, autonomous driving, and human-robot interaction. However, the methods based on deep neural networks ...

Semantic segmentation can address the perceived needs of autonomous driving and micro-robots and is one of the challenging tasks in computer vision. From the application point of view, the difficulty ...

The world is composed of objects, the ground, and the sky. Visual perception of objects requires solving two fundamental challenges: 1) segmenting visual input into discrete units and 2) tracking ...