top of page

News to help your R&D in artificial intelligence, machine learning, robotics, computer vision, smart hardware

As an Amazon Associate I earn

from qualifying purchases

Writer's picturemorrislee

Improved object segmentation using feature and mask guidance with IS-Net

Improved object segmentation using feature and mask guidance with IS-Net


Highly Accurate Dichotomous Image Segmentation

arXiv paper abstract https://arxiv.org/abs/2203.03041



... present a systematic study on a new task called dichotomous image segmentation (DIS) , which aims to segment highly accurate objects from natural images.


... collected the first large-scale DIS dataset, called DIS5K, ... covering camouflaged, salient, or meticulous objects in various backgrounds.


... introduce a simple intermediate supervision baseline (IS-Net) using both feature-level and mask-level guidance for DIS model training.


IS-Net outperforms various cutting-edge baselines on the proposed DIS5K, making it a general self-learned supervision network that can facilitate future research in DIS.


... design a new metric called human correction efforts (HCE) which approximates the number of mouse clicking operations required to correct the false positives and false negatives.


... conduct the largest-scale benchmark, evaluating 16 representative segmentation models ...



Please like and share this post if you enjoyed it using the buttons at the bottom!


Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact

Web site with my other posts by category https://morrislee1234.wixsite.com/website



111 views0 comments

Comentários


ClickBank paid link

bottom of page