Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–225 of 255 papers

Title	Date	Tasks	Status
Interactive multiclass segmentation using superpixel classification	Oct 12, 2015	ClassificationGeneral Classification	—Unverified
Interactive Object Segmentation with Dynamic Click Transform	Jun 19, 2021	Interactive SegmentationObject	—Unverified
Interactive Outlining of Pancreatic Cancer Liver Metastases in Ultrasound Images	Apr 18, 2017	Interactive SegmentationSegmentation	—Unverified
Interactive Segmentation and Report Generation for CT Images	Mar 5, 2025	AttributeDiagnostic	—Unverified
Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT scans	Oct 3, 2021	Interactive SegmentationSegmentation	—Unverified
Interactive segmentation of medical images through fully convolutional neural networks	Mar 19, 2019	Computed Tomography (CT)Diagnostic	—Unverified
Interactive Segmentation of Radiance Fields	Dec 27, 2022	Interactive SegmentationMixed Reality	—Unverified
Interactive Segmentation on RGBD Images via Cue Selection	Jun 1, 2016	Image RetrievalImage Segmentation	—Unverified
Interactive segmentation using U-Net with weight map and dynamic user interactions	Nov 18, 2021	Interactive SegmentationSegmentation	—Unverified
Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces	Oct 25, 2021	Image SegmentationInteractive Segmentation	—Unverified
RadioActive: 3D Radiological Interactive Segmentation Benchmark	Nov 12, 2024	Interactive SegmentationSegmentation	—Unverified
iSeg: Interactive 3D Segmentation via Interactive Attention	Apr 4, 2024	Interactive SegmentationSegmentation	—Unverified
iSegMan: Interactive Segment-and-Manipulate 3D Gaussians	May 17, 2025	3DGSInteractive Segmentation	—Unverified
Iterative Interaction Training for Segmentation Editing Networks	Jul 23, 2018	Interactive SegmentationSegmentation	—Unverified
Large-scale interactive object segmentation with human annotators	Mar 26, 2019	Instance SegmentationInteractive Segmentation	—Unverified
Learning from Exemplars for Interactive Image Segmentation	Jun 17, 2024	Image SegmentationInteractive Segmentation	—Unverified
Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches	Jan 31, 2025	Image SegmentationInteractive Segmentation	—Unverified
LIMIS: Towards Language-based Interactive Medical Image Segmentation	Oct 22, 2024	Image SegmentationInteractive Segmentation	—Unverified
Localized Interactive Instance Segmentation	Oct 18, 2020	Instance SegmentationInteractive Segmentation	—Unverified
M2N2V2: Multi-Modal Unsupervised and Training-free Interactive Segmentation	Mar 20, 2025	Interactive Segmentation	—Unverified
MAIS: Memory-Attention for Interactive Segmentation	May 12, 2025	Interactive SegmentationSegmentation	—Unverified
MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation	Jun 1, 2014	Image SegmentationInteractive Segmentation	—Unverified
Minimally Interactive Segmentation of Soft-Tissue Tumors on CT and MRI using Deep Learning	Feb 12, 2024	Interactive SegmentationSegmentation	—Unverified
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications to Parallel Machine Learning and Multi-Label Image Segmentation	Oct 29, 2015	ClusteringDistributed Optimization	—Unverified
MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection	Apr 30, 2025	Instance SegmentationInteractive Segmentation	—Unverified

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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