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Segmentation

Papers

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Showing 2601–2650 of 13072 papers

TitleStatusHype
Efficient 3D affinely equivariant CNNs with adaptive fusion of augmented spherical Fourier-Bessel basesCode0
Placing Objects in Context via Inpainting for Out-of-distribution SegmentationCode1
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation—0
Outline-Guided Object Inpainting with Diffusion Models—0
SPINEPS -- Automatic Whole Spine Segmentation of T2-weighted MR images using a Two-Phase Approach to Multi-class Semantic and Instance SegmentationCode2
BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAMCode1
Language-guided Skill Learning with Temporal Variational Inference—0
Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation—0
TV-SAM: Increasing Zero-Shot Segmentation Performance on Multimodal Medical Images Using GPT-4 Generated Descriptive Prompts Without Human AnnotationCode1
Benchmarking the Robustness of Panoptic Segmentation for Automated Driving—0
GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm SegmentationCode0
Label-efficient Multi-organ Segmentation Method with Diffusion Model—0
Modified CycleGAN for the synthesization of samples for wheat head segmentation—0
QIS : Interactive Segmentation via Quasi-Conformal Mappings—0
Uncertainty-driven and Adversarial Calibration Learning for Epicardial Adipose Tissue Segmentation—0
Deep vessel segmentation based on a new combination of vesselness filters—0
Subobject-level Image TokenizationCode2
A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound SegmentationCode0
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionCode2
EXACT-Net:EHR-guided lung tumor auto-segmentation for non-small cell lung cancer radiotherapy—0
DeiSAM: Segment Anything with Deictic PromptingCode1
BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing ImageryCode1
Tumor segmentation on whole slide images: training or prompting?—0
Solar Panel Segmentation :Self-Supervised Learning Solutions for Imperfect Datasets—0
wmh_seg: Transformer based U-Net for Robust and Automatic White Matter Hyperintensity Segmentation across 1.5T, 3T and 7TCode1
3D Vascular Segmentation Supervised by 2D Annotation of Maximum Intensity ProjectionCode1
Perceiving Longer Sequences With Bi-Directional Cross-Attention TransformersCode1
Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image SegmentationCode0
ISCUTE: Instance Segmentation of Cables Using Text Embedding—0
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training—0
PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTMCode0
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive ReviewCode1
A Decoding Scheme with Successive Aggregation of Multi-Level Features for Light-Weight Semantic Segmentation—0
Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift—0
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image SegmentationCode4
DABS-LS: Deep Atlas-Based Segmentation Using Regional Level Set Self-Supervision—0
Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation—0
HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images—0
Floor Plan Image Segmentation Via Scribble-Based Semi-Weakly Supervised Learning: A Style and Category-Agnostic ApproachCode0
Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-propagation—0
Crop and Couple: cardiac image segmentation using interlinked specialist networksCode0
Open-Vocabulary Segmentation with Unpaired Mask-Text SupervisionCode2
BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image SegmentationCode2
P-Mamba: Marrying Perona Malik Diffusion with Mamba for Efficient Pediatric Echocardiographic Left Ventricular Segmentation—0
FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image AnalysisCode0
Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide imagesCode0
Rethinking U-net Skip Connections for Biomedical Image Segmentation—0
Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging—0
Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion modelsCode0
Make it more specific: A novel uncertainty based airway segmentation application on 3D U-Net and its variants—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