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 2451–2475 of 5035 papers

Title	Date	Tasks	Status
H²O: Heatmap by Hierarchical Occlusion	Sep 20, 2023	image-classificationImage Classification	CodeCode Available
A Geometric Flow Approach for Segmentation of Images with Inhomongeneous Intensity and Missing Boundaries	Sep 19, 2023	Image SegmentationSegmentation	—Unverified
Intelligent Debris Mass Estimation Model for Autonomous Underwater Vehicle	Sep 19, 2023	Contour DetectionImage Segmentation	—Unverified
Domain Generalization with Fourier Transform and Soft Thresholding	Sep 18, 2023	Domain GeneralizationImage Augmentation	CodeCode Available
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation	Sep 17, 2023	Brain Tumor SegmentationImage Segmentation	—Unverified
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels	Sep 16, 2023	AttributeContrastive Learning	—Unverified
Segment Anything Model for Brain Tumor Segmentation	Sep 15, 2023	Brain Tumor SegmentationImage Segmentation	—Unverified
Computational framework for the generation of one-dimensional vascular models accounting for uncertainty in networks extracted from medical images	Sep 15, 2023	Image SegmentationSemantic Segmentation	—Unverified
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement	Sep 14, 2023	Decision MakingImage Segmentation	—Unverified
Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation	Sep 12, 2023	Image SegmentationMedical Image Segmentation	—Unverified
Medical Image Segmentation with Belief Function Theory and Deep Learning	Sep 12, 2023	Deep LearningImage Segmentation	—Unverified
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation	Sep 12, 2023	AnatomyAnomaly Detection	—Unverified
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation	Sep 12, 2023	Domain AdaptationImage Segmentation	—Unverified
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing	Sep 12, 2023	Image SegmentationReal-Time Semantic Segmentation	—Unverified
MELAGE: A purely python based Neuroimaging software (Neonatal)	Sep 12, 2023	Deep LearningImage Segmentation	CodeCode Available
Learning Semantic Segmentation with Query Points Supervision on Aerial Images	Sep 11, 2023	Image SegmentationSegmentation	CodeCode Available
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel Segmentation	Sep 10, 2023	Computational EfficiencyImage Segmentation	CodeCode Available
Lung Diseases Image Segmentation using Faster R-CNNs	Sep 10, 2023	Image SegmentationRegion Proposal	—Unverified
Visual Material Characteristics Learning for Circular Healthcare	Sep 9, 2023	Image SegmentationPoint Tracking	CodeCode Available
SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image Segmentation	Sep 9, 2023	DecoderImage Segmentation	CodeCode Available
From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion Models	Sep 8, 2023	DenoisingImage Generation	CodeCode Available
AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation	Sep 8, 2023	Image SegmentationMedical Image Segmentation	—Unverified
Grouping Boundary Proposals for Fast Interactive Image Segmentation	Sep 8, 2023	Image SegmentationSegmentation	—Unverified
Towards Comparable Knowledge Distillation in Semantic Image Segmentation	Sep 7, 2023	Image SegmentationKnowledge Distillation	—Unverified
MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical Image Segmentation with Small Training Data	Sep 7, 2023	DecoderDenoising	—Unverified

Show:10 25 50

← PrevPage 99 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