Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–250 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
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