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Segmentation

Papers

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Showing 3701–3750 of 13072 papers

TitleStatusHype
Self-supervised Scene Text Segmentation with Object-centric Layered Representations Augmented by Text Regions—0
A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic SegmentationCode1
An investigation into the impact of deep learning model choice on sex and race bias in cardiac MR segmentation—0
Boosting Semantic Segmentation from the Perspective of Explicit Class EmbeddingsCode0
Less is More: Towards Efficient Few-shot 3D Semantic Segmentation via Training-free NetworksCode1
Robotic Scene Segmentation with Memory Network for Runtime Surgical Context InferenceCode0
FastSurfer-HypVINN: Automated sub-segmentation of the hypothalamus and adjacent structures on high-resolutional brain MRICode2
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation—0
PartSeg: Few-shot Part Segmentation via Part-aware Prompt Learning—0
Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation—0
IP-UNet: Intensity Projection UNet Architecture for 3D Medical Volume Segmentation—0
Panoptic-Depth Color Map for Combination of Depth and Image Segmentation—0
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
SPPNet: A Single-Point Prompt Network for Nuclei Image SegmentationCode1
Tumor-Centered Patching for Enhanced Medical Image Segmentation—0
Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image SegmentationCode1
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications—0
Anisotropic Hybrid Networks for liver tumor segmentation with uncertainty quantification—0
Segment Anything for Microscopy—0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation DatasetCode1
MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation—0
Dynamic Open Vocabulary Enhanced Safe-landing with Intelligence (DOVESEI)Code0
Semantic RGB-D Image Synthesis—0
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic SegmentationCode1
A three in one bottom-up framework for simultaneous semantic segmentation, instance segmentation and classification of multi-organ nuclei in digital cancer histology—0
Affordance segmentation of hand-occluded containers from exocentric imagesCode0
LCCo: Lending CLIP to Co-Segmentation—0
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding—0
How Much Temporal Long-Term Context is Needed for Action Segmentation?Code1
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images—0
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation—0
BundleSeg: A versatile, reliable and reproducible approach to white matter bundle segmentation—0
PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage—0
CVFC: Attention-Based Cross-View Feature Consistency for Weakly Supervised Semantic Segmentation of Pathology Images—0
Test-time augmentation-based active learning and self-training for label-efficient segmentationCode0
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders—0
SRFormer: Text Detection Transformer with Incorporated Segmentation and RegressionCode2
Unsupervised Dialogue Topic Segmentation in Hyperdimensional SpaceCode1
BAVS: Bootstrapping Audio-Visual Segmentation by Integrating Foundation Knowledge—0
EDDense-Net: Fully Dense Encoder Decoder Network for Joint Segmentation of Optic Cup and Disc—0
ASY-VRNet: Waterway Panoptic Driving Perception Model based on Asymmetric Fair Fusion of Vision and 4D mmWave RadarCode1
False Negative/Positive Control for SAM on Noisy Medical ImagesCode1
TSAR-MVS: Textureless-aware Segmentation and Correlative Refinement Guided Multi-View Stereo—0
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation—0
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation—0
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
EAVL: Explicitly Align Vision and Language for Referring Image Segmentation—0
SAMedOCT: Adapting Segment Anything Model (SAM) for Retinal OCT—0
A review of technical factors to consider when designing neural networks for semantic segmentation of Earth Observation imagery—0
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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