In digital image processing and computer vision, image segmentation is the process of partitioning a digital image into multiple image segments, also known as image regions or image objects …

Aug 23, 2025 · Image segmentation is a computer vision technique that partitions an image into multiple meaningful regions or segments to simplify its representation and make analysis easier.

Image segmentation is a computer vision technique that partitions a digital image into discrete groups of pixels—image segments—to inform object detection and related tasks.

Mar 24, 2025 · What Is Image Segmentation? Image segmentation is a computer vision technique that divides an image into smaller groups of pixels based on characteristics like shape, …

Aug 16, 2024 · In an image classification task, the network assigns a label (or class) to each input image. However, suppose you want to know the shape of that object, which pixel belongs to …

Oct 6, 2023 · Image segmentation refers to the ability of computers (or more accurately models stored on computers) to take an image and assign each pixel in the image to a corresponding …

Aug 1, 2023 · Image segmentation is a fundamental task in computer vision that involves dividing an image into meaningful regions or segments. It plays a crucial role in various applications …

Image Segmentation divides an image into segments where each pixel in the image is mapped to an object. This task has multiple variants such as instance segmentation, panoptic …

Aug 11, 2025 · Image segmentation refers to the task of partitioning an image into multiple segments or regions to simplify the representation of an image or make it more meaningful for …

Feb 9, 2025 · In the field of computer vision, image segmentation is a crucial task that involves dividing an image into its constituent parts, such as objects, textures, or regions of interest.