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Segmentation

Papers

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Showing 2501–2550 of 13072 papers

TitleStatusHype
FeatUp: A Model-Agnostic Framework for Features at Any ResolutionCode5
Attention-Enhanced Hybrid Feature Aggregation Network for 3D Brain Tumor SegmentationCode0
Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation—0
Grasp Anything: Combining Teacher-Augmented Policy Gradient Learning with Instance Segmentation to Grasp Arbitrary Objects—0
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation—0
Semi- and Weakly-Supervised Learning for Mammogram Mass Segmentation with Limited Annotations—0
Explore In-Context Segmentation via Latent Diffusion Models—0
Task-Specific Adaptation of Segmentation Foundation Model via Prompt Learning—0
Renovating Names in Open-Vocabulary Segmentation Benchmarks—0
When Semantic Segmentation Meets Frequency AliasingCode1
PosSAM: Panoptic Open-vocabulary Segment AnythingCode2
WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity—0
Advanced Tumor Segmentation in Medical Imaging: An Ensemble Approach for BraTS 2023 Adult Glioma and Pediatric Tumor Tasks—0
Region-based U-net for accelerated training and enhanced precision in deep brain segmentation—0
Annotation Free Semantic Segmentation with Vision Foundation Models—0
WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide imagesCode1
Caltech Aerial RGB-Thermal Dataset in the WildCode2
Segmentation of Knee Bones for Osteoarthritis Assessment: A Comparative Analysis of Supervised, Few-Shot, and Zero-Shot Learning Approaches—0
Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment AnythingCode1
CT evaluation of 2D and 3D holistic deep learning methods for the volumetric segmentation of airway lesions—0
SAMDA: Leveraging SAM on Few-Shot Domain Adaptation for Electronic Microscopy Segmentation—0
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised TransformersCode1
Label Dropout: Improved Deep Learning Echocardiography Segmentation Using Multiple Datasets With Domain Shift and Partial Labelling—0
Open-World Semantic Segmentation Including Class SimilarityCode2
An Active Contour Model Driven By the Hybrid Signed Pressure Function—0
Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning—0
Dynamic U-Net: Adaptively Calibrate Features for Abdominal Multi-organ SegmentationCode0
BraSyn 2023 challenge: Missing MRI synthesis and the effect of different learning objectives—0
Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation ModelsCode1
Simulation-Based Segmentation of Blood Vessels in Cerebral 3D OCTA Images—0
A cascaded deep network for automated tumor detection and segmentation in clinical PET imaging of diffuse large B-cell lymphoma—0
Shortcut Learning in Medical Image SegmentationCode0
Toward Robust Canine Cardiac Diagnosis: Deep Prototype Alignment Network-Based Few-Shot Segmentation in Veterinary Medicine—0
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image SegmentationCode0
Skeleton Supervised Airway Segmentation—0
Refining Segmentation On-the-Fly: An Interactive Framework for Point Cloud Semantic Segmentation—0
3DRef: 3D Dataset and Benchmark for Reflection Detection in RGB and Lidar Data—0
A Segmentation Foundation Model for Diverse-type Tumors—0
Query-guided Prototype Evolution Network for Few-Shot Segmentation—0
Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive LearningCode1
ClickVOS: Click Video Object SegmentationCode0
Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic SegmentationCode1
FedFMS: Exploring Federated Foundation Models for Medical Image SegmentationCode2
Attention-guided Feature Distillation for Semantic Segmentation—0
LVIC: Multi-modality segmentation by Lifting Visual Info as Cue—0
From Registration Uncertainty to Segmentation Uncertainty—0
Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex Scenes—0
Multi-Grained Cross-modal Alignment for Learning Open-vocabulary Semantic Segmentation from Text Supervision—0
Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation—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