Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–250 of 255 papers

Title	Date	Tasks	Status	Hype
Getting to 99% Accuracy in Interactive Segmentation	Mar 17, 2020	Deep LearningInteractive Segmentation	CodeCode Available	1
f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation	Jan 28, 2020	Interactive SegmentationSegmentation	CodeCode Available	0
Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections	Nov 28, 2019	Interactive SegmentationObject	—Unverified	0
MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations From Minimal User Input	Oct 1, 2019	DiversityImage Segmentation	—Unverified	0
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems	Sep 1, 2019	Image SegmentationInteractive Segmentation	CodeCode Available	0
Content-Aware Multi-Level Guidance for Interactive Instance Segmentation	Jun 1, 2019	Instance SegmentationInteractive Segmentation	—Unverified	0
Interactive Image Segmentation via Backpropagating Refinement Scheme	Jun 1, 2019	Image SegmentationInteractive Segmentation	—Unverified	0
Large-scale interactive object segmentation with human annotators	Mar 26, 2019	Instance SegmentationInteractive Segmentation	—Unverified	0
Interactive segmentation of medical images through fully convolutional neural networks	Mar 19, 2019	Computed Tomography (CT)Diagnostic	—Unverified	0
Interactive Image Segmentation using Label Propagation through Complex Networks	Jan 9, 2019	Image SegmentationInteractive Segmentation	—Unverified	0
SwipeCut: Interactive Segmentation with Diversified Seed Proposals	Dec 18, 2018	DiversityImage Segmentation	—Unverified	0
Scale-aware multi-level guidance for interactive instance segmentation	Dec 7, 2018	Instance SegmentationInteractive Segmentation	—Unverified	0
Interactive Full Image Segmentation by Considering All Regions Jointly	Dec 5, 2018	AllImage Segmentation	—Unverified	0
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network	Nov 30, 2018	Interactive SegmentationLung Nodule Segmentation	CodeCode Available	0
Interactive Binary Image Segmentation with Edge Preservation	Sep 10, 2018	Image SegmentationInteractive Segmentation	—Unverified	0
Content-based Propagation of User Markings for Interactive Segmentation of Patterned Images	Sep 6, 2018	ClassificationClustering	CodeCode Available	0
Interactive Boundary Prediction for Object Selection	Sep 1, 2018	DecoderImage Segmentation	—Unverified	0
Iterative Interaction Training for Segmentation Editing Networks	Jul 23, 2018	Interactive SegmentationSegmentation	—Unverified	0
SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation	Jun 1, 2018	Deep Reinforcement LearningInteractive Segmentation	—Unverified	0
Interactive Image Segmentation With Latent Diversity	Jun 1, 2018	DiversityImage Segmentation	CodeCode Available	0
Few-Shot Segmentation Propagation with Guided Networks	May 25, 2018	Interactive SegmentationSegmentation	CodeCode Available	0
Iteratively Trained Interactive Segmentation	May 11, 2018	Interactive SegmentationObject	CodeCode Available	1
SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting	May 9, 2018	Image GenerationImage Inpainting	CodeCode Available	0
Normalized Cut Loss for Weakly-supervised CNN Segmentation	Apr 4, 2018	Interactive SegmentationSegmentation	—Unverified	0
ClickBAIT-v2: Training an Object Detector in Real-Time	Mar 27, 2018	image-classificationImage Classification	—Unverified	0
The 2018 DAVIS Challenge on Video Object Segmentation	Mar 1, 2018	Interactive SegmentationObject	—Unverified	0
Deep Extreme Cut: From Extreme Points to Object Segmentation	Nov 24, 2017	Instance SegmentationInteractive Segmentation	CodeCode Available	0
Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning	Oct 11, 2017	Image SegmentationInteractive Segmentation	—Unverified	0
Regional Interactive Image Segmentation Networks	Oct 1, 2017	Image SegmentationInteractive Segmentation	—Unverified	0
Deep Interactive Region Segmentation and Captioning	Jul 26, 2017	Image CaptioningInteractive Segmentation	—Unverified	0
Dominant Sets for "Constrained" Image Segmentation	Jul 15, 2017	Image SegmentationInteractive Segmentation	—Unverified	0
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation	Jul 3, 2017	Brain Tumor SegmentationImage Segmentation	CodeCode Available	0
Deep GrabCut for Object Selection	Jul 2, 2017	DecoderInstance Segmentation	—Unverified	0
Interactive Outlining of Pancreatic Cancer Liver Metastases in Ultrasound Images	Apr 18, 2017	Interactive SegmentationSegmentation	—Unverified	0
Seeded Laplaican: An Eigenfunction Solution for Scribble Based Interactive Image Segmentation	Feb 3, 2017	Image SegmentationInteractive Segmentation	—Unverified	0
PetroSurf3D - A Dataset for high-resolution 3D Surface Segmentation	Oct 6, 2016	Interactive SegmentationSegmentation	—Unverified	0
An Interactive Segmentation Tool for Quantifying Fat in Lumbar Muscles using Axial Lumbar-Spine MRI	Sep 9, 2016	Interactive SegmentationVariable Selection	—Unverified	0
Deep Active Contours	Jul 18, 2016	Interactive Segmentation	—Unverified	0
Interactive Image Segmentation From A Feedback Control Perspective	Jun 26, 2016	Image SegmentationInteractive Segmentation	—Unverified	0
Interactive Segmentation on RGBD Images via Cue Selection	Jun 1, 2016	Image RetrievalImage Segmentation	—Unverified	0
Deep Interactive Object Selection	Mar 13, 2016	Interactive SegmentationObject	CodeCode Available	0
US-Cut: Interactive Algorithm for rapid Detection and Segmentation of Liver Tumors in Ultrasound Acquisitions	Mar 2, 2016	Interactive SegmentationSegmentation	—Unverified	0
Neutro-Connectedness Cut	Dec 19, 2015	Image SegmentationInteractive Segmentation	—Unverified	0
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	0
SemanticPaint: A Framework for the Interactive Segmentation of 3D Scenes	Oct 13, 2015	Interactive SegmentationSegmentation	—Unverified	0
Interactive multiclass segmentation using superpixel classification	Oct 12, 2015	ClassificationGeneral Classification	—Unverified	0
Quality Control in Crowdsourced Object Segmentation	May 1, 2015	Interactive SegmentationObject	—Unverified	0
MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation	Jun 1, 2014	Image SegmentationInteractive Segmentation	—Unverified	0
Error-tolerant Scribbles Based Interactive Image Segmentation	Jun 1, 2014	Image SegmentationInteractive Segmentation	—Unverified	0
A Compact Linear Programming Relaxation for Binary Sub-modular MRF	Apr 9, 2014	Interactive SegmentationSegmentation	—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