Interactive Segmentation

Papers

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Showing 101–150 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
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation	Jun 11, 2023	Image SegmentationInteractive Segmentation	CodeCode Available	1
R-MAE: Regions Meet Masked Autoencoders	Jun 8, 2023	Contrastive LearningInteractive Segmentation	CodeCode Available	1
AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation	Jun 1, 2023	Binary ClassificationInteractive Segmentation	CodeCode Available	1
BreastSAM: A Study of Segment Anything Model for Breast Tumor Detection in Ultrasound Images	May 21, 2023	DiagnosticInteractive Segmentation	—Unverified	0
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images	May 18, 2023	Active LearningDiagnostic	CodeCode Available	2
One-Prompt to Segment All Medical Images	May 17, 2023	AllImage Segmentation	CodeCode Available	1
PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation	Apr 23, 2023	Interactive SegmentationSegmentation	CodeCode Available	1
Segment Anything Model for Medical Image Analysis: an Experimental Study	Apr 20, 2023	Image SegmentationInteractive Segmentation	CodeCode Available	1
Segment Everything Everywhere All at Once	Apr 13, 2023	AllDecoder	CodeCode Available	1
DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer	Apr 13, 2023	DecoderInstance Segmentation	—Unverified	0
A Closer Look at the Explainability of Contrastive Language-Image Pre-training	Apr 12, 2023	Interactive SegmentationLanguage Modelling	CodeCode Available	1
InterFormer: Real-time Interactive Image Segmentation	Apr 6, 2023	Computational EfficiencyCPU	CodeCode Available	1
Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation	Mar 23, 2023	Interactive SegmentationSegmentation	CodeCode Available	1
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation	Mar 23, 2023	Interactive SegmentationMedical Image Analysis	—Unverified	0
ScribbleSeg: Scribble-based Interactive Image Segmentation	Mar 20, 2023	Image SegmentationInteractive Segmentation	—Unverified	0
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning	Mar 19, 2023	Image SegmentationInteractive Segmentation	—Unverified	0
Remote Task-oriented Grasp Area Teaching By Non-Experts through Interactive Segmentation and Few-Shot Learning	Mar 17, 2023	Few-Shot LearningInteractive Segmentation	CodeCode Available	0
Guiding the Guidance: A Comparative Analysis of User Guidance Signals for Interactive Segmentation of Volumetric Images	Mar 13, 2023	AnatomyInteractive Segmentation	—Unverified	0
CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation	Mar 9, 2023	Image AugmentationImage Segmentation	CodeCode Available	0
Interactive Segmentation as Gaussian Process Classification	Feb 28, 2023	Binary ClassificationClassification	CodeCode Available	1
Contour-based Interactive Segmentation	Feb 13, 2023	FormInteractive Segmentation	—Unverified	0
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical Cues	Jan 24, 2023	Interactive SegmentationLesion Segmentation	CodeCode Available	0
Interactive Segmentation As Gaussion Process Classification	Jan 1, 2023	Binary ClassificationClassification	CodeCode Available	1
Interactive Segmentation of Radiance Fields	Dec 27, 2022	Interactive SegmentationMixed Reality	—Unverified	0
An annotated instance segmentation XXL-CT data-set from a historic airplane	Dec 16, 2022	Instance 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