Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 226–250 of 255 papers

Title	Date	Tasks	Status
The 2018 DAVIS Challenge on Video Object Segmentation	Mar 1, 2018	Interactive SegmentationObject	—Unverified
Deep Extreme Cut: From Extreme Points to Object Segmentation	Nov 24, 2017	Instance SegmentationInteractive Segmentation	CodeCode Available
Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning	Oct 11, 2017	Image SegmentationInteractive Segmentation	—Unverified
Regional Interactive Image Segmentation Networks	Oct 1, 2017	Image SegmentationInteractive Segmentation	—Unverified
Deep Interactive Region Segmentation and Captioning	Jul 26, 2017	Image CaptioningInteractive Segmentation	—Unverified
Dominant Sets for "Constrained" Image Segmentation	Jul 15, 2017	Image SegmentationInteractive Segmentation	—Unverified
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation	Jul 3, 2017	Brain Tumor SegmentationImage Segmentation	CodeCode Available
Deep GrabCut for Object Selection	Jul 2, 2017	DecoderInstance Segmentation	—Unverified
Interactive Outlining of Pancreatic Cancer Liver Metastases in Ultrasound Images	Apr 18, 2017	Interactive SegmentationSegmentation	—Unverified
Seeded Laplaican: An Eigenfunction Solution for Scribble Based Interactive Image Segmentation	Feb 3, 2017	Image SegmentationInteractive Segmentation	—Unverified
PetroSurf3D - A Dataset for high-resolution 3D Surface Segmentation	Oct 6, 2016	Interactive SegmentationSegmentation	—Unverified
An Interactive Segmentation Tool for Quantifying Fat in Lumbar Muscles using Axial Lumbar-Spine MRI	Sep 9, 2016	Interactive SegmentationVariable Selection	—Unverified
Deep Active Contours	Jul 18, 2016	Interactive Segmentation	—Unverified
Interactive Image Segmentation From A Feedback Control Perspective	Jun 26, 2016	Image SegmentationInteractive Segmentation	—Unverified
Interactive Segmentation on RGBD Images via Cue Selection	Jun 1, 2016	Image RetrievalImage Segmentation	—Unverified
Deep Interactive Object Selection	Mar 13, 2016	Interactive SegmentationObject	CodeCode Available
US-Cut: Interactive Algorithm for rapid Detection and Segmentation of Liver Tumors in Ultrasound Acquisitions	Mar 2, 2016	Interactive SegmentationSegmentation	—Unverified
Neutro-Connectedness Cut	Dec 19, 2015	Image SegmentationInteractive Segmentation	—Unverified
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications to Parallel Machine Learning and Multi-Label Image Segmentation	Oct 29, 2015	ClusteringDistributed Optimization	—Unverified
SemanticPaint: A Framework for the Interactive Segmentation of 3D Scenes	Oct 13, 2015	Interactive SegmentationSegmentation	—Unverified
Interactive multiclass segmentation using superpixel classification	Oct 12, 2015	ClassificationGeneral Classification	—Unverified
Quality Control in Crowdsourced Object Segmentation	May 1, 2015	Interactive SegmentationObject	—Unverified
MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation	Jun 1, 2014	Image SegmentationInteractive Segmentation	—Unverified
Error-tolerant Scribbles Based Interactive Image Segmentation	Jun 1, 2014	Image SegmentationInteractive Segmentation	—Unverified
A Compact Linear Programming Relaxation for Binary Sub-modular MRF	Apr 9, 2014	Interactive SegmentationSegmentation	—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