Interactive Segmentation

Papers

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Showing 151–200 of 255 papers

Title	Date	Tasks	Status	Hype
RAIS: Robust and Accurate Interactive Segmentation via Continual Learning	Oct 20, 2022	Continual LearningImage Segmentation	—Unverified	0
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers	Oct 20, 2022	Image SegmentationInteractive Segmentation	CodeCode Available	2
EISeg: An Efficient Interactive Segmentation Tool based on PaddlePaddle	Oct 17, 2022	Image SegmentationInteractive Segmentation	CodeCode Available	0
Transforming the Interactive Segmentation for Medical Imaging	Aug 20, 2022	DecoderInteractive Segmentation	—Unverified	0
FastGeodis: Fast Generalised Geodesic Distance Transform	Jul 26, 2022	CPUGPU	CodeCode Available	1
Self-Supervised Interactive Object Segmentation Through a Singulation-and-Grasping Approach	Jul 19, 2022	Instance SegmentationInteractive Segmentation	—Unverified	0
Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel Images	Apr 21, 2022	GPUImage Segmentation	CodeCode Available	1
Interactive Object Segmentation in 3D Point Clouds	Apr 14, 2022	3D Instance SegmentationImage Segmentation	CodeCode Available	1
FocalClick: Towards Practical Interactive Image Segmentation	Apr 6, 2022	Image SegmentationInteractive Segmentation	CodeCode Available	2
Cascaded Sparse Feature Propagation Network for Interactive Segmentation	Mar 10, 2022	Foreground SegmentationInteractive Segmentation	CodeCode Available	0
ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation	Jan 12, 2022	Interactive SegmentationSegmentation	CodeCode Available	1
A Baseline Statistical Method For Robust User-Assisted Multiple Segmentation	Jan 8, 2022	BenchmarkingImage Segmentation	CodeCode Available	0
Generalizing Interactive Backpropagating Refinement for Dense Prediction Networks	Jan 1, 2022	Depth EstimationImage Matting	—Unverified	0
FocusCut: Diving Into a Focus View in Interactive Segmentation	Jan 1, 2022	Image SegmentationInteractive Segmentation	CodeCode Available	1
iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images	Dec 21, 2021	DecoderImage Segmentation	CodeCode Available	1
Interactive segmentation using U-Net with weight map and dynamic user interactions	Nov 18, 2021	Interactive SegmentationSegmentation	—Unverified	0
Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration	Nov 15, 2021	Image SegmentationInteractive Segmentation	—Unverified	0
Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces	Oct 25, 2021	Image SegmentationInteractive Segmentation	—Unverified	0
Scaling up instance annotation via label propagation	Oct 5, 2021	Interactive SegmentationObject	—Unverified	0
Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT scans	Oct 3, 2021	Interactive SegmentationSegmentation	—Unverified	0
EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow	Sep 20, 2021	Image SegmentationInteractive Segmentation	CodeCode Available	1
UCP-Net: Unstructured Contour Points for Instance Segmentation	Sep 15, 2021	Instance SegmentationInteractive Segmentation	—Unverified	0
Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input	Aug 30, 2021	DiagnosticInteractive Segmentation	—Unverified	0
Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images	Aug 6, 2021	Brain SegmentationImage Segmentation	—Unverified	0
Probabilistic Attention for Interactive Segmentation	Jun 23, 2021	Interactive SegmentationSegmentation	CodeCode Available	1
Quality-Aware Memory Network for Interactive Volumetric Image Segmentation	Jun 20, 2021	Active LearningImage Segmentation	CodeCode Available	1
Interactive Object Segmentation with Dynamic Click Transform	Jun 19, 2021	Interactive SegmentationObject	—Unverified	0
Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning	Jun 8, 2021	Deep Reinforcement LearningImage Segmentation	CodeCode Available	0
MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning	Apr 25, 2021	Image SegmentationInteractive Segmentation	CodeCode Available	1
Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps	Apr 21, 2021	Interactive SegmentationInteractive Video Object Segmentation	CodeCode Available	1
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images	Mar 17, 2021	Image SegmentationInteractive Segmentation	—Unverified	0
Reviving Iterative Training with Mask Guidance for Interactive Segmentation	Feb 12, 2021	Interactive SegmentationSegmentation	CodeCode Available	1
A Deep Learning-Based Approach to Extracting Periosteal and Endosteal Contours of Proximal Femur in Quantitative CT Images	Feb 3, 2021	Interactive SegmentationSegmentation	—Unverified	0
Rethinking Interactive Image Segmentation: Feature Space Annotation	Jan 12, 2021	Foreground SegmentationImage Segmentation	CodeCode Available	0
Conditional Diffusion for Interactive Segmentation	Jan 1, 2021	Interactive SegmentationSegmentation	—Unverified	0
Insights From A Large-Scale Database of Material Depictions In Paintings	Nov 24, 2020	Domain AdaptationInteractive Segmentation	—Unverified	0
High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections	Nov 23, 2020	Interactive SegmentationSegmentation	—Unverified	0
Color Image Segmentation Metrics	Oct 19, 2020	Decision MakingImage Segmentation	—Unverified	0
Multi-Stage Fusion for One-Click Segmentation	Oct 19, 2020	Instance SegmentationInteractive Segmentation	—Unverified	0
Localized Interactive Instance Segmentation	Oct 18, 2020	Instance SegmentationInteractive Segmentation	—Unverified	0
Medical Image Segmentation Using Deep Learning: A Survey	Sep 28, 2020	Data AugmentationDeep Learning	CodeCode Available	0
PhraseClick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click	Aug 1, 2020	AttributeInteractive Segmentation	—Unverified	0
Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity	Jul 16, 2020	Interactive SegmentationSemantic Segmentation	—Unverified	0
Interactive Image Segmentation With First Click Attention	Jun 1, 2020	Image SegmentationInteractive Segmentation	CodeCode Available	0
Interactive Object Segmentation With Inside-Outside Guidance	Jun 1, 2020	Instance SegmentationInteractive Segmentation	CodeCode Available	1
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images	May 29, 2020	Instance SegmentationInteractive Segmentation	CodeCode Available	1
Guided interactive image segmentation using machine learning and color based data set clustering	May 15, 2020	BIG-bench Machine LearningClustering	—Unverified	0
Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans	Apr 17, 2020	Computed Tomography (CT)Interactive Segmentation	—Unverified	0
FAIRS -- Soft Focus Generator and Attention for Robust Object Segmentation from Extreme Points	Apr 4, 2020	Interactive SegmentationSegmentation	—Unverified	0
DISIR: Deep Image Segmentation with Interactive Refinement	Mar 31, 2020	Image SegmentationInteractive Segmentation	CodeCode Available	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