Interactive Segmentation

Papers

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Showing 126–150 of 255 papers

Title	Date	Tasks	Status
Deep GrabCut for Object Selection	Jul 2, 2017	DecoderInstance Segmentation	—Unverified
Deep Interactive Region Segmentation and Captioning	Jul 26, 2017	Image CaptioningInteractive Segmentation	—Unverified
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy	Nov 23, 2023	Interactive SegmentationMedical Image Analysis	—Unverified
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain	Apr 24, 2024	Experimental DesignImage Segmentation	—Unverified
Dominant Sets for "Constrained" Image Segmentation	Jul 15, 2017	Image SegmentationInteractive Segmentation	—Unverified
DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer	Apr 13, 2023	DecoderInstance Segmentation	—Unverified
Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation	Apr 15, 2025	3D ReconstructionDecoder	—Unverified
Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images	Aug 6, 2021	Brain SegmentationImage Segmentation	—Unverified
Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity	Jul 16, 2020	Interactive SegmentationSemantic Segmentation	—Unverified
Embodied Uncertainty-Aware Object Segmentation	Aug 8, 2024	Instance SegmentationInteractive Segmentation	—Unverified
Error-tolerant Scribbles Based Interactive Image Segmentation	Jun 1, 2014	Image SegmentationInteractive Segmentation	—Unverified
Evidential Calibrated Uncertainty-Guided Interactive Segmentation paradigm for Ultrasound Images	Jan 2, 2025	DiagnosticImage Segmentation	—Unverified
FAIRS -- Soft Focus Generator and Attention for Robust Object Segmentation from Extreme Points	Apr 4, 2020	Interactive SegmentationSegmentation	—Unverified
Feature Decoupling-Recycling Network for Fast Interactive Segmentation	Aug 7, 2023	Image SegmentationInteractive Segmentation	—Unverified
FocalClick-XL: Towards Unified and High-quality Interactive Segmentation	Jun 17, 2025	Interactive Segmentation	—Unverified
GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting	Nov 12, 2024	3DGSgraph construction	—Unverified
Generalizing Interactive Backpropagating Refinement for Dense Prediction Networks	Jan 1, 2022	Depth EstimationImage Matting	—Unverified
Guided interactive image segmentation using machine learning and color based data set clustering	May 15, 2020	BIG-bench Machine LearningClustering	—Unverified
Guiding the Guidance: A Comparative Analysis of User Guidance Signals for Interactive Segmentation of Volumetric Images	Mar 13, 2023	AnatomyInteractive Segmentation	—Unverified
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images	Mar 17, 2021	Image SegmentationInteractive Segmentation	—Unverified
High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections	Nov 23, 2020	Interactive SegmentationSegmentation	—Unverified
IFSENet : Harnessing Sparse Iterations for Interactive Few-shot Segmentation Excellence	Mar 22, 2024	Interactive SegmentationSegmentation	—Unverified
Incorporating User Interaction and Topological Constraints within Contour Completion via Discrete Calculus	Jun 1, 2013	Interactive Segmentation	—Unverified
Insights From A Large-Scale Database of Material Depictions In Paintings	Nov 24, 2020	Domain AdaptationInteractive Segmentation	—Unverified
Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive	Jul 13, 2025	CPUInteractive 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