Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–225 of 255 papers

Title	Date	Tasks	Status
FAIRS -- Soft Focus Generator and Attention for Robust Object Segmentation from Extreme Points	Apr 4, 2020	Interactive SegmentationSegmentation	—Unverified
DISIR: Deep Image Segmentation with Interactive Refinement	Mar 31, 2020	Image SegmentationInteractive Segmentation	CodeCode Available
f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation	Jan 28, 2020	Interactive SegmentationSegmentation	CodeCode Available
Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections	Nov 28, 2019	Interactive SegmentationObject	—Unverified
MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations From Minimal User Input	Oct 1, 2019	DiversityImage Segmentation	—Unverified
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems	Sep 1, 2019	Image SegmentationInteractive Segmentation	CodeCode Available
Content-Aware Multi-Level Guidance for Interactive Instance Segmentation	Jun 1, 2019	Instance SegmentationInteractive Segmentation	—Unverified
Interactive Image Segmentation via Backpropagating Refinement Scheme	Jun 1, 2019	Image SegmentationInteractive Segmentation	—Unverified
Large-scale interactive object segmentation with human annotators	Mar 26, 2019	Instance SegmentationInteractive Segmentation	—Unverified
Interactive segmentation of medical images through fully convolutional neural networks	Mar 19, 2019	Computed Tomography (CT)Diagnostic	—Unverified
Interactive Image Segmentation using Label Propagation through Complex Networks	Jan 9, 2019	Image SegmentationInteractive Segmentation	—Unverified
SwipeCut: Interactive Segmentation with Diversified Seed Proposals	Dec 18, 2018	DiversityImage Segmentation	—Unverified
Scale-aware multi-level guidance for interactive instance segmentation	Dec 7, 2018	Instance SegmentationInteractive Segmentation	—Unverified
Interactive Full Image Segmentation by Considering All Regions Jointly	Dec 5, 2018	AllImage Segmentation	—Unverified
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network	Nov 30, 2018	Interactive SegmentationLung Nodule Segmentation	CodeCode Available
Interactive Binary Image Segmentation with Edge Preservation	Sep 10, 2018	Image SegmentationInteractive Segmentation	—Unverified
Content-based Propagation of User Markings for Interactive Segmentation of Patterned Images	Sep 6, 2018	ClassificationClustering	CodeCode Available
Interactive Boundary Prediction for Object Selection	Sep 1, 2018	DecoderImage Segmentation	—Unverified
Iterative Interaction Training for Segmentation Editing Networks	Jul 23, 2018	Interactive SegmentationSegmentation	—Unverified
Interactive Image Segmentation With Latent Diversity	Jun 1, 2018	DiversityImage Segmentation	CodeCode Available
SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation	Jun 1, 2018	Deep Reinforcement LearningInteractive Segmentation	—Unverified
Few-Shot Segmentation Propagation with Guided Networks	May 25, 2018	Interactive SegmentationSegmentation	CodeCode Available
SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting	May 9, 2018	Image GenerationImage Inpainting	CodeCode Available
Normalized Cut Loss for Weakly-supervised CNN Segmentation	Apr 4, 2018	Interactive SegmentationSegmentation	—Unverified
ClickBAIT-v2: Training an Object Detector in Real-Time	Mar 27, 2018	image-classificationImage Classification	—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