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Segmentation

Papers

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Showing 5951–6000 of 13072 papers

TitleStatusHype
A Multi-Scale Recurrent Framework for Motion Segmentation With Event CameraCode0
Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass SegmentationCode0
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative NormalizationCode0
TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR imagesCode0
Adaptive Segmentation Network for Scene Text Detection—0
A Weakly Supervised Segmentation Network Embedding Cross-scale Attention Guidance and Noise-sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors—0
One-shot Joint Extraction, Registration and Segmentation of Neuroimaging DataCode0
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud SegmentationCode0
Deepfake Image Generation for Improved Brain Tumor Segmentation—0
Improving existing segmentators performance with zero-shot segmentatorsCode0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy—0
Pre-Training with Diffusion models for Dental Radiography segmentation—0
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks—0
Audio-aware Query-enhanced Transformer for Audio-Visual Segmentation—0
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation—0
Automatic lobe segmentation using attentive cross entropy and end-to-end fissure generation—0
Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment—0
Sparse annotation strategies for segmentation of short axis cardiac MRI—0
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch EmbeddingsCode0
Expediting Building Footprint Extraction from High-resolution Remote Sensing Images via progressive lenient supervisionCode0
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data—0
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation—0
CortexMorph: fast cortical thickness estimation via diffeomorphic registration using VoxelMorph—0
MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral ReconstructionCode0
Interactive Segmentation for Diverse Gesture Types Without ContextCode0
Confidence Intervals for Performance Estimates in Brain MRI Segmentation—0
Gradient-Semantic Compensation for Incremental Semantic Segmentation—0
Quantized Feature Distillation for Network Quantization—0
Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention—0
Label Calibration for Semantic Segmentation Under Domain Shift—0
Spinal nerve segmentation method and dataset construction in endoscopic surgical scenariosCode0
Two Approaches to Supervised Image Segmentation—0
U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation—0
ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations—0
PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks—0
Towards Automated Semantic Segmentation in Mammography Images—0
CG-fusion CAM: Online segmentation of laser-induced damage on large-aperture optics—0
EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation—0
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-NetCode0
LiDAR-BEVMTN: Real-Time LiDAR Bird's-Eye View Multi-Task Perception Network for Autonomous Driving—0
On the Real-Time Semantic Segmentation of Aphid Clusters in the Wild—0
Multimodal Diffusion Segmentation Model for Object Segmentation from Manipulation Instructions—0
Variational Probabilistic Fusion Network for RGB-T Semantic Segmentation—0
Multi-Object Discovery by Low-Dimensional Object Motion—0
A Novel SLCA-UNet Architecture for Automatic MRI Brain Tumor Segmentation—0
Boundary-weighted logit consistency improves calibration of segmentation networks—0
Multiscale Memory Comparator Transformer for Few-Shot Video SegmentationCode0
Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting—0
Handwritten and Printed Text Segmentation: A Signature Case Study—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