Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 76–100 of 255 papers

Title	Date	Tasks	Status	Hype
PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation	Apr 23, 2023	Interactive SegmentationSegmentation	CodeCode Available	1
PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound	Aug 9, 2024	Interactive SegmentationPlacenta Segmentation	CodeCode Available	1
Error-tolerant Scribbles Based Interactive Image Segmentation	Jun 1, 2014	Image SegmentationInteractive Segmentation	—Unverified	0
Embodied Uncertainty-Aware Object Segmentation	Aug 8, 2024	Instance SegmentationInteractive Segmentation	—Unverified	0
Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity	Jul 16, 2020	Interactive SegmentationSemantic Segmentation	—Unverified	0
An Interactive Segmentation Tool for Quantifying Fat in Lumbar Muscles using Axial Lumbar-Spine MRI	Sep 9, 2016	Interactive SegmentationVariable Selection	—Unverified	0
An annotated instance segmentation XXL-CT data-set from a historic airplane	Dec 16, 2022	Instance SegmentationInteractive Segmentation	—Unverified	0
Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images	Aug 6, 2021	Brain SegmentationImage Segmentation	—Unverified	0
Clicks2Line: Using Lines for Interactive Image Segmentation	Apr 29, 2024	Image SegmentationInteractive Segmentation	—Unverified	0
Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation	Apr 15, 2025	3D ReconstructionDecoder	—Unverified	0
Click-Gaussian: Interactive Segmentation to Any 3D Gaussians	Jul 16, 2024	Interactive SegmentationSegmentation	—Unverified	0
Interactive Segmentation on RGBD Images via Cue Selection	Jun 1, 2016	Image RetrievalImage Segmentation	—Unverified	0
DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer	Apr 13, 2023	DecoderInstance Segmentation	—Unverified	0
Dominant Sets for "Constrained" Image Segmentation	Jul 15, 2017	Image SegmentationInteractive Segmentation	—Unverified	0
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain	Apr 24, 2024	Experimental DesignImage Segmentation	—Unverified	0
ClickBAIT-v2: Training an Object Detector in Real-Time	Mar 27, 2018	image-classificationImage Classification	—Unverified	0
Interactive segmentation of medical images through fully convolutional neural networks	Mar 19, 2019	Computed Tomography (CT)Diagnostic	—Unverified	0
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy	Nov 23, 2023	Interactive SegmentationMedical Image Analysis	—Unverified	0
CGAM: Click-Guided Attention Module for Interactive Pathology Image Segmentation via Backpropagating Refinement	Jul 3, 2023	Image SegmentationInteractive Segmentation	—Unverified	0
Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT scans	Oct 3, 2021	Interactive SegmentationSegmentation	—Unverified	0
Interactive Image Segmentation via Backpropagating Refinement Scheme	Jun 1, 2019	Image SegmentationInteractive Segmentation	—Unverified	0
Interactive Image Segmentation using Label Propagation through Complex Networks	Jan 9, 2019	Image SegmentationInteractive Segmentation	—Unverified	0
Active spline model: A shape based model-interactive segmentation	Feb 26, 2014	Interactive Segmentationmodel	—Unverified	0
Deep Interactive Region Segmentation and Captioning	Jul 26, 2017	Image CaptioningInteractive Segmentation	—Unverified	0
Interactive Image Segmentation From A Feedback Control Perspective	Jun 26, 2016	Image SegmentationInteractive Segmentation	—Unverified	0

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All datasets GrabCut DAVIS Berkeley SBD DAVIS-585 PASCAL VOC Rooftop Cityscapes val COCO (Common Objects in Context)COCO minival DRIONS-DB PASCAL2COCO(Unseen)

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	DOS w/o GC	NoC@90	12.59	—	Unverified
2	DOS with GC	NoC@90	6.08	—	Unverified
3	RIS-Net	NoC@90	5	—	Unverified
4	Latent diversity	NoC@90	4.79	—	Unverified
5	BRS	NoC@90	3.6	—	Unverified
6	CM guidance	NoC@90	3.58	—	Unverified
7	IA+SA	NoC@90	3.07	—	Unverified
8	UCP-Net	NoC@90	2.76	—	Unverified
9	f-BRS-B (ResNet-34)	NoC@90	2.46	—	Unverified
10	RITM (HRNet18, SBD)	NoC@90	2.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DOS w/o GC	NoC@90	17.11	—	Unverified
2	DOS with GC	NoC@90	12.58	—	Unverified
3	Latent diversity	NoC@90	9.57	—	Unverified
4	BRS	NoC@90	8.24	—	Unverified
5	f-BRS-B (ResNet-101)	NoC@90	7.41	—	Unverified
6	EdgeFlow	NoC@90	5.77	—	Unverified
7	RITM (HRNet18, SBD)	NoC@90	5.74	—	Unverified
8	SimpleClick (ViT-H, SBD)	NoC@90	5.34	—	Unverified
9	RITM (HRNet-32, C+L)	NoC@90	5.34	—	Unverified
10	IA-FP-Net	NoC@90	5.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CM guidance	NoC@90	5.6	—	Unverified
2	BRS	NoC@90	5.08	—	Unverified
3	IA+SA	NoC@90	4.94	—	Unverified
4	f-BRS-B (ResNet-50)	NoC@90	4.34	—	Unverified
5	RITM (HRNet18, SBD)	NoC@90	3.22	—	Unverified
6	UCP-Net	NoC@90	2.7	—	Unverified
7	EdgeFlow	NoC@90	2.4	—	Unverified
8	RITM (HRNet18, C+L)	NoC@90	2.26	—	Unverified
9	IA-FP-Net(HRNet, C+L)	NoC@90	2.12	—	Unverified
10	SimpleClick (ViT-H, SBD)	NoC@90	2.09	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DOS w/o GC	NoC@90	16.79	—	Unverified
2	DOS with GC	NoC@90	12.8	—	Unverified
3	Latent diversity	NoC@90	10.78	—	Unverified
4	BRS	NoC@90	9.78	—	Unverified
5	f-BRS-B (ResNet-101)	NoC@90	7.73	—	Unverified
6	RIS-Net	NoC@85	6.03	—	Unverified
7	FocalClick	NoC@90	5.59	—	Unverified
8	RITM (HRNet18, SBD)	NoC@90	5.43	—	Unverified
9	FocusCut	NoC@90	5.31	—	Unverified
10	IA-FP-Net(HRNet,SBD)	NoC@90	5.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FocalClick-B3-S2	NoC@90	2.76	—	Unverified
2	ViT-B+MST+CL	NoC@90	2.29	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EdgeFlow	NoC@85	2.5	—	Unverified
2	ICL CFR-1 (ViT-H, C+L)	NoC@95	2.45	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	94	—	Unverified
2	IA+SA	NoC@80	3.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	83.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	85.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ViT-B+MST+CL	NoC@85	2.08	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IA+SA	NoC@90	3.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ViT-B+MST+CL	NoC@85	1.69	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	83.7	—	Unverified