Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 101–125 of 255 papers

Title	Date	Tasks	Status	Hype
Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts	Jan 1, 2024	Image SegmentationInteractive Segmentation	CodeCode Available	2
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts	Dec 28, 2023	AllAnatomy	CodeCode Available	2
SplatMesh: Interactive 3D Segmentation and Editing Using Mesh-Based Gaussian Splatting	Dec 26, 2023	Interactive SegmentationSegmentation	CodeCode Available	0
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image	Dec 12, 2023	Image SegmentationInteractive Segmentation	CodeCode Available	2
SqueezeSAM: User friendly mobile interactive segmentation	Dec 11, 2023	Data AugmentationInteractive Segmentation	—Unverified	0
A dynamic interactive learning framework for automated 3D medical image segmentation	Dec 11, 2023	Image RegistrationImage Segmentation	—Unverified	0
SAMBA: A Trainable Segmentation Web-App with Smart Labelling	Dec 7, 2023	Interactive SegmentationSegmentation	CodeCode Available	1
The Contemporary Art of Image Search: Iterative User Intent Expansion via Vision-Language Model	Dec 4, 2023	Image RetrievalInteractive Segmentation	—Unverified	0
Segment Any 3D Gaussians	Dec 1, 2023	Interactive SegmentationScene Understanding	—Unverified	0
VILLS -- Video-Image Learning to Learn Semantics for Person Re-Identification	Nov 27, 2023	Interactive SegmentationPerson Re-Identification	—Unverified	0
Sliding Window FastEdit: A Framework for Lesion Annotation in Whole-body PET Images	Nov 24, 2023	Interactive SegmentationSegmentation	CodeCode Available	1
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy	Nov 23, 2023	Interactive SegmentationMedical Image Analysis	—Unverified	0
Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts	Nov 13, 2023	Image SegmentationInteractive Segmentation	CodeCode Available	0
Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V	Oct 17, 2023	Interactive SegmentationReferring Expression	CodeCode Available	4
Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentation	Oct 16, 2023	DecoderImage Segmentation	CodeCode Available	0
DEEPBEAS3D: Deep Learning and B-Spline Explicit Active Surfaces	Sep 5, 2023	Deep LearningInteractive Segmentation	—Unverified	0
Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images	Sep 4, 2023	Change DetectionInteractive Segmentation	CodeCode Available	2
SAM-Med2D	Aug 30, 2023	DecoderImage Segmentation	CodeCode Available	3
Deep learning-based interactive segmentation in remote sensing	Aug 25, 2023	Deep LearningInteractive Segmentation	CodeCode Available	0
TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-Shot	Aug 12, 2023	DiagnosticInteractive Segmentation	CodeCode Available	1
Scene-Generalizable Interactive Segmentation of Radiance Fields	Aug 9, 2023	Interactive SegmentationSegmentation	—Unverified	0
Feature Decoupling-Recycling Network for Fast Interactive Segmentation	Aug 7, 2023	Image SegmentationInteractive Segmentation	—Unverified	0
Interactive Segmentation for Diverse Gesture Types Without Context	Jul 20, 2023	Interactive SegmentationSegmentation	CodeCode Available	0
Interactive Image Segmentation with Cross-Modality Vision Transformers	Jul 5, 2023	Image SegmentationInteractive Segmentation	CodeCode Available	0
CGAM: Click-Guided Attention Module for Interactive Pathology Image Segmentation via Backpropagating Refinement	Jul 3, 2023	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