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 2576–2600 of 5035 papers

Title	Date	Tasks	Status
Swin UNETR segmentation with automated geometry filtering for biomechanical modeling of knee joint cartilage	Jul 8, 2024	Image SegmentationSegmentation	—Unverified
SwipeCut: Interactive Segmentation with Diversified Seed Proposals	Dec 18, 2018	DiversityImage Segmentation	—Unverified
Switched auxiliary loss for robust training of transformer models for histopathological image segmentation	Aug 21, 2023	Image SegmentationSemantic Segmentation	—Unverified
SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching	Sep 9, 2024	Image SegmentationImage Stitching	—Unverified
SydneyScapes: Image Segmentation for Australian Environments	Apr 10, 2025	Autonomous VehiclesBenchmarking	—Unverified
Symmetry-invariant optimization in deep networks	Nov 5, 2015	Computational EfficiencyImage Segmentation	—Unverified
Synchronizing Vision and Language: Bidirectional Token-Masking AutoEncoder for Referring Image Segmentation	Nov 29, 2023	Image SegmentationSemantic Segmentation	—Unverified
Synchronous Image-Label Diffusion Probability Model with Application to Stroke Lesion Segmentation on Non-contrast CT	Jul 4, 2023	Image SegmentationLesion Segmentation	—Unverified
Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation	Nov 7, 2024	Image SegmentationMedical Image Segmentation	—Unverified
SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation	Oct 26, 2023	Brain Tumor SegmentationDecoder	—Unverified
SynNet: Structure-Preserving Fully Convolutional Networks for Medical Image Synthesis	Jun 29, 2018	Image GenerationImage Segmentation	—Unverified
Generative Synthetic Augmentation using Label-to-Image Translation for Nuclei Image Segmentation	Apr 21, 2020	Image SegmentationSegmentation	—Unverified
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter	Jan 24, 2024	Dataset GenerationImage Segmentation	—Unverified
Synthetic Data for Semantic Image Segmentation of Imagery of Unmanned Spacecraft	Nov 22, 2022	Image Segmentationobject-detection	—Unverified
Synthetic Poisoning Attacks: The Impact of Poisoned MRI Image on U-Net Brain Tumor Segmentation	Feb 6, 2025	Brain Tumor SegmentationData Augmentation	—Unverified
Synthetic-to-real Composite Semantic Segmentation in Additive Manufacturing	Oct 14, 2022	Dataset GenerationDomain Adaptation	—Unverified
SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data	Apr 11, 2025	DecoderImage Segmentation	—Unverified
Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application	Aug 21, 2021	Image SegmentationMedical Image Segmentation	—Unverified
Systematic review of image segmentation using complex networks	Jan 5, 2024	Community DetectionEdge Detection	—Unverified
TAGS: 3D Tumor-Adaptive Guidance for SAM	May 21, 2025	AnatomyImage Segmentation	—Unverified
Taming Mambas for Voxel Level 3D Medical Image Segmentation	Oct 20, 2024	Image SegmentationMamba	—Unverified
Tangles and Hierarchical Clustering	Mar 16, 2022	ClusteringImage Segmentation	—Unverified
Task-Aware Low-Rank Adaptation of Segment Anything Model	Mar 16, 2024	DecoderImage Segmentation	—Unverified
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation	May 21, 2019	Brain Tumor SegmentationImage Segmentation	—Unverified
Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation	Jun 11, 2018	AnatomyDomain Adaptation	—Unverified

Show:10 25 50

← PrevPage 104 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