Interactive Segmentation

18 papers with code • 10 benchmarks • 5 datasets

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Greatest papers with code

Deep Extreme Cut: From Extreme Points to Object Segmentation

scaelles/DEXTR-PyTorch CVPR 2018

This paper explores the use of extreme points in an object (left-most, right-most, top, bottom pixels) as input to obtain precise object segmentation for images and videos.

Instance Segmentation Interactive Segmentation +2

f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation

saic-vul/fbrs_interactive_segmentation CVPR 2020

We propose f-BRS (feature backpropagating refinement scheme) that solves an optimization problem with respect to auxiliary variables instead of the network inputs, and requires running forward and backward pass just for a small part of a network.

Interactive Segmentation

Getting to 99% Accuracy in Interactive Segmentation

MarcoForte/FBA-Matting 17 Mar 2020

We propose a novel interactive architecture and a novel training scheme that are both tailored to better exploit the user workflow.

Interactive Segmentation

Few-Shot Segmentation Propagation with Guided Networks

shelhamer/revolver 25 May 2018

Learning-based methods for visual segmentation have made progress on particular types of segmentation tasks, but are limited by the necessary supervision, the narrow definitions of fixed tasks, and the lack of control during inference for correcting errors.

Interactive Segmentation Semantic Segmentation +2

Reviving Iterative Training with Mask Guidance for Interactive Segmentation

saic-vul/ritm_interactive_segmentation 12 Feb 2021

We find that the models trained on a combination of COCO and LVIS with diverse and high-quality annotations show performance superior to all existing models.

Interactive Segmentation

Interactive Image Segmentation With Latent Diversity

intel-isl/Intseg CVPR 2018

The first is trained to synthesize a diverse set of plausible segmentations that conform to the user's input.

Interactive Segmentation Semantic Segmentation

Deep Interactive Object Selection

intel-isl/Intseg CVPR 2016

Interactive object selection is a very important research problem and has many applications.

Interactive Segmentation

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

taigw/geodesic_distance 3 Jul 2017

We propose a deep learning-based interactive segmentation method to improve the results obtained by an automatic CNN and to reduce user interactions during refinement for higher accuracy.

Brain Tumor Segmentation Interactive Segmentation +2

DISIR: Deep Image Segmentation with Interactive Refinement

delair-ai/DISIR 31 Mar 2020

Starting from an initial output based on the image only, our network then interactively refines this segmentation map using a concatenation of the image and user annotations.

Interactive Segmentation Remote Sensing Image Classification +1