SOTAVerified

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

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Showing 3201–3250 of 5035 papers

TitleStatusHype
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation—0
SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting—0
SAM on Medical Images: A Comprehensive Study on Three Prompt Modes—0
Sampling of Planar Curves: Theory and Fast Algorithms—0
SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning—0
SAMVG: A Multi-stage Image Vectorization Model with the Segment-Anything Model—0
SAR image segmentation algorithms based on I-divergence-TV model—0
Scalable Neural Architecture Search for 3D Medical Image Segmentation—0
Scalable Semantic 3D Mapping of Coral Reefs with Deep Learning—0
Scalable Variational Inference in Log-supermodular Models—0
Scale-aware Super-resolution Network with Dual Affinity Learning for Lesion Segmentation from Medical Images—0
Scale-Equivariant UNet for Histopathology Image Segmentation—0
Scale-wise Bidirectional Alignment Network for Referring Remote Sensing Image Segmentation—0
Scaling up Image Segmentation across Data and Tasks—0
Scene Labeling with Contextual Hierarchical Models—0
Scene Labeling With LSTM Recurrent Neural Networks—0
Scene Understanding for Autonomous Manipulation with Deep Learning—0
Schema matching using Gaussian mixture models with Wasserstein distance—0
SCOPE: Structural Continuity Preservation for Medical Image Segmentation—0
Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions—0
Screen Content Image Segmentation Using Robust Regression and Sparse Decomposition—0
Screen Content Image Segmentation Using Sparse Decomposition and Total Variation Minimization—0
Screen Content Image Segmentation Using Sparse-Smooth Decomposition—0
Screen Content Image Segmentation Using Least Absolute Deviation Fitting—0
ScribbleSeg: Scribble-based Interactive Image Segmentation—0
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision—0
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation—0
SCRNet: a Retinex Structure-based Low-light Enhancement Model Guided by Spatial Consistency—0
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation—0
SDF4CHD: Generative Modeling of Cardiac Anatomies with Congenital Heart Defects—0
S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation—0
Sea ice detection using concurrent multispectral and synthetic aperture radar imagery—0
Sea Ice Extraction via Remote Sensed Imagery: Algorithms, Datasets, Applications and Challenges—0
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction—0
Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation—0
SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation for Nasopharyngeal Carcinoma—0
Secure 3D medical Imaging—0
Seeded Laplaican: An Eigenfunction Solution for Scribble Based Interactive Image Segmentation—0
Seeking multi-thresholds for image segmentation with Learning Automata—0
See-Through-Text Grouping for Referring Image Segmentation—0
Seg4Reg+: Consistency Learning between Spine Segmentation and Cobb Angle Regression—0
SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation—0
SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis—0
Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks—0
SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging—0
SegLoc: Learning Segmentation-Based Representations for Privacy-Preserving Visual Localization—0
SEGMENT3D: A Web-based Application for Collaborative Segmentation of 3D images used in the Shoot Apical Meristem—0
Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels—0
Segmentação de imagens utilizando competição e cooperação entre partículas—0
Segment Any Architectural Facades (SAAF):An automatic segmentation model for building facades, walls and windows based on multimodal semantics guidance—0
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All datasetsMSD (Mirror Segmentation Dataset)PMDMAS3KPascal Panoptic PartsRMASPASCAL VOCHuTu 80MARIDACOCO val2017ImageNetMSD HeartOxfordPets

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetIoU0.92—Unverified
2HetNetIoU0.83—Unverified
3PMDIoU0.82—Unverified
4SANetIoU0.8—Unverified
5MirrorNetIoU0.79—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetIoU0.73—Unverified
2HetNetIoU0.69—Unverified
3SANetIoU0.67—Unverified
4PMDIoU0.66—Unverified
5MirrorNetIoU0.59—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetmIoU0.8—Unverified
2MAS-SAMmIoU0.79—Unverified
3MASNetmIoU0.74—Unverified
4ZoomNetmIoU0.74—Unverified
#ModelMetricClaimedVerifiedStatus
1HIPIE (ViT-H)mIoUPartS63.8—Unverified
2PPSmIoUPartS58.6—Unverified
3HIPIE (ResNet-50)mIoUPartS57.2—Unverified
4JPPFmIoUPartS54.4—Unverified
#ModelMetricClaimedVerifiedStatus
1MAS-SAMmIoU0.74—Unverified
2SAM2-UNetmIoU0.74—Unverified
3MASNetmIoU0.73—Unverified
4ZoomNetmIoU0.73—Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4-CmIoU63.6—Unverified
2OneNete,4-SmAP0.552.75—Unverified
3OneNeted,4mIoU14.9—Unverified
#ModelMetricClaimedVerifiedStatus
1UNetRDice0.98—Unverified
2PALEDDice0.98—Unverified
#ModelMetricClaimedVerifiedStatus
1ResAttUNetIoU0.67—Unverified
2UNetIoU0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1SynCo (ResNet-50) 200epmask AP35.4—Unverified
#ModelMetricClaimedVerifiedStatus
1MobileOne-S0GFLOPs0.28—Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4mIoU6.6—Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4-CDice Score0.97—Unverified