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Segmentation

Papers

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Showing 551–575 of 13072 papers

TitleStatusHype
High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous FlightCode1
MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning SegmentationCode1
Multi-Prototype Embedding Refinement for Semi-Supervised Medical Image SegmentationCode1
TriLiteNet: Lightweight Model for Multi-Task Visual PerceptionCode1
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisCode1
LuSeg: Efficient Negative and Positive Obstacles Segmentation via Contrast-Driven Multi-Modal Feature Fusion on the LunarCode1
A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR DataCode1
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
Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image SegmentationCode1
Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour AwarenessCode1
SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based EnhancementCode1
A synergistic CNN-transformer network with pooling attention fusion for hyperspectral image classificationCode1
SQ-GAN: Semantic Image Communications Using Masked Vector QuantizationCode1
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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