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Segmentation

Papers

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Showing 551–600 of 13072 papers

TitleStatusHype
High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous FlightCode1
Multi-Prototype Embedding Refinement for Semi-Supervised Medical Image SegmentationCode1
MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning SegmentationCode1
TriLiteNet: Lightweight Model for Multi-Task Visual PerceptionCode1
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisCode1
A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR DataCode1
LuSeg: Efficient Negative and Positive Obstacles Segmentation via Contrast-Driven Multi-Modal Feature Fusion on the LunarCode1
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-PriorCode1
GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI DataCode1
Tackling Few-Shot Segmentation in Remote Sensing via Inpainting Diffusion ModelCode1
Federated nnU-Net for Privacy-Preserving Medical Image SegmentationCode1
LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New DatasetCode1
From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image SegmentationCode1
Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation ModelCode1
Generative augmentations for improved cardiac ultrasound segmentation using diffusion modelsCode1
VesselSAM: Leveraging SAM for Aortic Vessel Segmentation with AtrousLoRACode1
AeroReformer: Aerial Referring Transformer for UAV-based Referring Image SegmentationCode1
A Reverse Mamba Attention Network for Pathological Liver SegmentationCode1
Lung-DDPM: Semantic Layout-guided Diffusion Models for Thoracic CT Image SynthesisCode1
SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography ImagesCode1
Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour AwarenessCode1
Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image SegmentationCode1
SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based EnhancementCode1
A synergistic CNN-transformer network with pooling attention fusion for hyperspectral image classificationCode1
Automated Muscle and Fat Segmentation in Computed Tomography for Comprehensive Body Composition AnalysisCode1
SQ-GAN: Semantic Image Communications Using Masked Vector QuantizationCode1
SASVi - Segment Any Surgical VideoCode1
Conditional diffusion model with spatial attention and latent embedding for medical image segmentationCode1
Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 ChallengeCode1
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic SegmentationCode1
Vision and Language Reference Prompt into SAM for Few-shot SegmentationCode1
Parameter Efficient Fine-Tuning of Segment Anything ModelCode1
ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation TransformerCode1
SeqSeg: Learning Local Segments for Automatic Vascular Model ConstructionCode1
CLISC: Bridging clip and sam by enhanced cam for unsupervised brain tumor segmentationCode1
Leveraging Textual Anatomical Knowledge for Class-Imbalanced Semi-Supervised Multi-Organ SegmentationCode1
Towards Accurate Unified Anomaly SegmentationCode1
MedicoSAM: Towards foundation models for medical image segmentationCode1
Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student AttentionCode1
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural NetworksCode1
The R-Vessel-X ProjectCode1
Learning Motion and Temporal Cues for Unsupervised Video Object SegmentationCode1
Unsupervised Speech Segmentation: A General Approach Using Speech Language ModelsCode1
LM-Net: A Light-weight and Multi-scale Network for Medical Image SegmentationCode1
KM-UNet KAN Mamba UNet for medical image segmentationCode1
Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss FunctionCode1
Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp SegmentationCode1
Plug-and-Play PPO: An Adaptive Point Prompt Optimizer Making SAM GreaterCode1
FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic SegmentationCode1
HCMA-UNet: A Hybrid CNN-Mamba UNet with Axial Self-Attention for Efficient Breast Cancer SegmentationCode1
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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