Image Segmentation

Image Segmentation is a computer vision task that involves dividing an image into multiple segments or regions, each of which corresponds to a different object or part of an object. The goal of image segmentation is to assign a unique label or category to each pixel in the image, so that pixels with similar attributes are grouped together.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3501–3525 of 5035 papers

Title	Date	Tasks	Status
Chan-Vese Reformulation for Selective Image Segmentation	Nov 21, 2018	Image SegmentationSegmentation	—Unverified
Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars	Aug 27, 2023	Brain Tumor SegmentationImage Segmentation	—Unverified
ChebMixer: Efficient Graph Representation Learning with MLP Mixer	Mar 25, 2024	Graph MiningGraph Representation Learning	—Unverified
Chest X-Ray Pneumothorax Segmentation with the Multistep Post-Processing	Jan 25, 2020	Image SegmentationSegmentation	—Unverified
CIDI-Lung-Seg: A Single-Click Annotation Tool for Automatic Delineation of Lungs from CT Scans	Jul 11, 2014	Computed Tomography (CT)Image Segmentation	—Unverified
ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation	Jun 10, 2022	Computed Tomography (CT)Contrastive Learning	—Unverified
Class-Aware Adversarial Transformers for Medical Image Segmentation	Jan 26, 2022	Image SegmentationMedical Image Analysis	—Unverified
Class Balanced PixelNet for Neurological Image Segmentation	Apr 23, 2022	Brain Tumor SegmentationImage Segmentation	—Unverified
Classroom Slide Narration System	Jan 21, 2022	Image SegmentationOptical Character Recognition	—Unverified
Clicking Matters:Towards Interactive Human Parsing	Nov 11, 2021	Human ParsingImage Segmentation	—Unverified
Clicks2Line: Using Lines for Interactive Image Segmentation	Apr 29, 2024	Image SegmentationInteractive Segmentation	—Unverified
ClickSAM: Fine-tuning Segment Anything Model using click prompts for ultrasound image segmentation	Feb 8, 2024	Image SegmentationSemantic Segmentation	—Unverified
Clickstream analysis for crowd-based object segmentation with confidence	Nov 25, 2016	Image SegmentationObject	—Unverified
CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor	Dec 12, 2023	Image SegmentationSegmentation	—Unverified
CLiSA: A Hierarchical Hybrid Transformer Model using Orthogonal Cross Attention for Satellite Image Cloud Segmentation	Nov 29, 2023	Cloud DetectionImage Segmentation	—Unverified
Closed-Form Training of Conditional Random Fields for Large Scale Image Segmentation	Mar 27, 2014	FormImage Segmentation	—Unverified
Closer to Ground Truth: Realistic Shape and Appearance Labeled Data Generation for Unsupervised Underwater Image Segmentation	Mar 20, 2025	Image SegmentationSegmentation	—Unverified
Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation	Mar 18, 2022	Federated LearningImage Segmentation	—Unverified
Clothing Co-Parsing by Joint Image Segmentation and Labeling	Feb 3, 2015	Image SegmentationSemantic Segmentation	—Unverified
Cloud Cover Nowcasting with Deep Learning	Sep 24, 2020	Deep LearningImage Segmentation	—Unverified
Cluster Entropy: Active Domain Adaptation in Pathological Image Segmentation	Apr 26, 2023	Domain AdaptationImage Segmentation	—Unverified
Clustering Approach Towards Image Segmentation: An Analytical Study	Jul 30, 2014	ClusteringImage Segmentation	—Unverified
Clustering evolving data using kernel-based methods	Nov 20, 2014	ClusteringCommunity Detection	—Unverified
Clustering on the Edge: Learning Structure in Graphs	May 5, 2016	ClusteringEntity Resolution	—Unverified
Clustering using Vector Membership: An Extension of the Fuzzy C-Means Algorithm	Dec 14, 2013	ClusteringImage Segmentation	—Unverified

Show:10 25 50

← PrevPage 141 of 202Next →

All datasets MSD (Mirror Segmentation Dataset)PMD MAS3K Pascal Panoptic Parts RMAS PASCAL VOC HuTu 80 MARIDA COCO val2017 ImageNet MSD Heart OxfordPets

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	IoU	0.92	—	Unverified
2	HetNet	IoU	0.83	—	Unverified
3	PMD	IoU	0.82	—	Unverified
4	SANet	IoU	0.8	—	Unverified
5	MirrorNet	IoU	0.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	IoU	0.73	—	Unverified
2	HetNet	IoU	0.69	—	Unverified
3	SANet	IoU	0.67	—	Unverified
4	PMD	IoU	0.66	—	Unverified
5	MirrorNet	IoU	0.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	mIoU	0.8	—	Unverified
2	MAS-SAM	mIoU	0.79	—	Unverified
3	MASNet	mIoU	0.74	—	Unverified
4	ZoomNet	mIoU	0.74	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HIPIE (ViT-H)	mIoUPartS	63.8	—	Unverified
2	PPS	mIoUPartS	58.6	—	Unverified
3	HIPIE (ResNet-50)	mIoUPartS	57.2	—	Unverified
4	JPPF	mIoUPartS	54.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MAS-SAM	mIoU	0.74	—	Unverified
2	SAM2-UNet	mIoU	0.74	—	Unverified
3	MASNet	mIoU	0.73	—	Unverified
4	ZoomNet	mIoU	0.73	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	OneNete,4-C	mIoU	63.6	—	Unverified
2	OneNete,4-S	mAP0.5	52.75	—	Unverified
3	OneNeted,4	mIoU	14.9	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UNetR	Dice	0.98	—	Unverified
2	PALED	Dice	0.98	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ResAttUNet	IoU	0.67	—	Unverified
2	UNet	IoU	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SynCo (ResNet-50) 200ep	mask AP	35.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MobileOne-S0	GFLOPs	0.28	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	OneNete,4	mIoU	6.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	OneNete,4-C	Dice Score	0.97	—	Unverified