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Segmentation

Papers

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Showing 1151–1200 of 13072 papers

TitleStatusHype
DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion DelineationCode1
NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic SegmentationCode1
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and SegmentationCode1
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain ImagesCode1
NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological ImagesCode1
CartiMorph: a framework for automated knee articular cartilage morphometricsCode1
LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware AlignmentCode1
UGainS: Uncertainty Guided Anomaly Instance SegmentationCode1
Dynamic Token Pruning in Plain Vision Transformers for Semantic SegmentationCode1
CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip FusionCode1
Synthetic Instance Segmentation from Semantic Image Segmentation MasksCode1
Boundary Difference Over Union Loss For Medical Image SegmentationCode1
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D NetworksCode1
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class EmbeddingCode1
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 ChallengesCode1
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic SegmentationCode1
LOTUS: Learning to Optimize Task-based US representationsCode1
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic SegmentationCode1
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image SegmentationCode1
Towards Deeply Unified Depth-aware Panoptic Segmentation with Bi-directional Guidance LearningCode1
Clustering based Point Cloud Representation Learning for 3D AnalysisCode1
Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free ApproachCode1
Human-centric Scene Understanding for 3D Large-scale ScenariosCode1
Multi-modal Learning with Missing Modality via Shared-Specific Feature ModellingCode1
Spectrum-guided Multi-granularity Referring Video Object SegmentationCode1
PlaneRecTR++: Unified Query Learning for Joint 3D Planar Reconstruction and Pose EstimationCode1
GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo LabelersCode1
Optical Flow boosts Unsupervised Localization and SegmentationCode1
Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical GuidelinesCode1
Unmasking Anomalies in Road-Scene SegmentationCode1
Learning Dynamic Query Combinations for Transformer-based Object Detection and SegmentationCode1
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image SegmentationCode1
Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image SegmentationCode1
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic GroupingCode1
Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough SpaceCode1
A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer RadiotherapyCode1
Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image SegmentationCode1
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image SegmentationCode1
Cascaded multitask U-Net using topological loss for vessel segmentation and centerline extractionCode1
Learning to Segment from Noisy Annotations: A Spatial Correction ApproachCode1
FEDD -- Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy ClassificationCode1
Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image SegmentationCode1
TwinLiteNet: An Efficient and Lightweight Model for Driveable Area and Lane Segmentation in Self-Driving CarsCode1
Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive LearningCode1
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic SegmentationCode1
MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point CloudsCode1
Online Self-Supervised Thermal Water Segmentation for Aerial VehiclesCode1
Frequency-mixed Single-source Domain Generalization for Medical Image SegmentationCode1
Disentangle then Parse:Night-time Semantic Segmentation with Illumination DisentanglementCode1
On Point Affiliation in Feature UpsamplingCode1
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified