Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 226–250 of 255 papers

Title	Date	Tasks	Status
Rethinking Interactive Image Segmentation: Feature Space Annotation	Jan 12, 2021	Foreground SegmentationImage Segmentation	CodeCode Available
MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation	Jan 9, 2024	BenchmarkingInteractive Segmentation	CodeCode Available
Medical Image Segmentation Using Deep Learning: A Survey	Sep 28, 2020	Data AugmentationDeep Learning	CodeCode Available
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result Fusion	Dec 11, 2024	GPUImage Segmentation	CodeCode Available
Leveraging AI Predicted and Expert Revised Annotations in Interactive Segmentation: Continual Tuning or Full Training?	Feb 29, 2024	Interactive Segmentation	CodeCode Available
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation	Jul 3, 2017	Brain Tumor SegmentationImage Segmentation	CodeCode Available
Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning	Jun 8, 2021	Deep Reinforcement LearningImage Segmentation	CodeCode Available
SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus	Jun 23, 2025	Image SegmentationInteractive Segmentation	CodeCode Available
WSESeg: Introducing a Dataset for the Segmentation of Winter Sports Equipment with a Baseline for Interactive Segmentation	Jul 12, 2024	Instance SegmentationInteractive Segmentation	CodeCode Available
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network	Nov 30, 2018	Interactive SegmentationLung Nodule Segmentation	CodeCode Available
Deep learning-based interactive segmentation in remote sensing	Aug 25, 2023	Deep LearningInteractive Segmentation	CodeCode Available
Interactive Segmentation for Diverse Gesture Types Without Context	Jul 20, 2023	Interactive SegmentationSegmentation	CodeCode Available
SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting	May 9, 2018	Image GenerationImage Inpainting	CodeCode Available
CoDA: Interactive Segmentation and Morphological Analysis of Dendroid Structures Exemplified on Stony Cold-Water Corals	Jun 26, 2024	Instance SegmentationInteractive Segmentation	CodeCode Available
CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation	Mar 9, 2023	Image AugmentationImage Segmentation	CodeCode Available
Structured Click Control in Transformer-based Interactive Segmentation	May 7, 2024	Interactive SegmentationSegmentation	CodeCode Available
VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI Segmentation	Dec 20, 2024	Image SegmentationInteractive Segmentation	CodeCode Available
Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts	Nov 13, 2023	Image SegmentationInteractive Segmentation	CodeCode Available
Interactive Image Segmentation With Latent Diversity	Jun 1, 2018	DiversityImage Segmentation	CodeCode Available
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems	Sep 1, 2019	Image SegmentationInteractive Segmentation	CodeCode Available
Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection Engine	Nov 29, 2024	Interactive SegmentationMedical Image Analysis	CodeCode Available
CellPilot	Nov 23, 2024	DiagnosticInteractive Segmentation	CodeCode Available
Interactive Image Segmentation With First Click Attention	Jun 1, 2020	Image SegmentationInteractive Segmentation	CodeCode Available
Interactive Image Segmentation with Cross-Modality Vision Transformers	Jul 5, 2023	Image SegmentationInteractive Segmentation	CodeCode Available
A Baseline Statistical Method For Robust User-Assisted Multiple Segmentation	Jan 8, 2022	BenchmarkingImage Segmentation	CodeCode Available

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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