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Segmentation

Papers

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Showing 3601–3650 of 13072 papers

TitleStatusHype
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation ModelsCode0
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic PerspectiveCode0
Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation—0
Registration-Enhanced Segmentation Method for Prostate Cancer in Ultrasound Images—0
Do Audio-Visual Segmentation Models Truly Segment Sounding Objects?—0
A Study on the Performance of U-Net Modifications in Retroperitoneal Tumor SegmentationCode0
CAD: Confidence-Aware Adaptive Displacement for Semi-Supervised Medical Image Segmentation—0
Pathological MRI Segmentation by Synthetic Pathological Data Generation in Fetuses and Neonates—0
Laser: Efficient Language-Guided Segmentation in Neural Radiance FieldsCode0
Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches—0
Lifting by Gaussians: A Simple, Fast and Flexible Method for 3D Instance Segmentation—0
Medical Semantic Segmentation with Diffusion Pretrain—0
SynthmanticLiDAR: A Synthetic Dataset for Semantic Segmentation on LiDAR ImagingCode0
Single cell resolution 3D imaging and segmentation within intact live tissuesCode0
FlexiCrackNet: A Flexible Pipeline for Enhanced Crack Segmentation with General Features Transfered from SAM—0
RUN: Reversible Unfolding Network for Concealed Object Segmentation—0
Full-Head Segmentation of MRI with Abnormal Brain Anatomy: Model and Data ReleaseCode0
Ground Awareness in Deep Learning for Large Outdoor Point Cloud Segmentation—0
INT: Instance-Specific Negative Mining for Task-Generic Promptable Segmentation—0
3D Reconstruction of Shoes for Augmented Reality—0
Visualization of Organ Movements Using Automatic Region Segmentation of Swallowing CT—0
Segmentation-Aware Generative Reinforcement Network (GRN) for Tissue Layer Segmentation in 3-D Ultrasound Images for Chronic Low-back Pain (cLBP) AssessmentCode0
Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models—0
Post-Training Quantization for 3D Medical Image Segmentation: A Practical Study on Real Inference EnginesCode0
Efficient Knowledge Distillation of SAM for Medical Image Segmentation—0
Point Cloud Upsampling as Statistical Shape Model for Pelvic—0
D-PLS: Decoupled Semantic Segmentation for 4D-Panoptic-LiDAR-Segmentation—0
Cross-Domain Semantic Segmentation with Large Language Model-Assisted Descriptor Generation—0
Freestyle Sketch-in-the-Loop Image Segmentation—0
TractoGPT: A GPT architecture for White Matter Segmentation—0
DDUNet: Dual Dynamic U-Net for Highly-Efficient Cloud SegmentationCode0
Kalman filter/deep-learning hybrid automatic boundary tracking of optical coherence tomography data for deep anterior lamellar keratoplasty (DALK)—0
PARASIDE: An Automatic Paranasal Sinus Segmentation and Structure Analysis Tool for MRI—0
Gland Segmentation Using SAM With Cancer Grade as a Prompt—0
Context-CrackNet: A Context-Aware Framework for Precise Segmentation of Tiny Cracks in Pavement images—0
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-NetCode0
Overcoming Support Dilution for Robust Few-shot Semantic Segmentation—0
Variational U-Net with Local Alignment for Joint Tumor Extraction and Registration (VALOR-Net) of Breast MRI Data Acquired at Two Different Field Strengths—0
Leveraging Multiphase CT for Quality Enhancement of Portal Venous CT: Utility for Pancreas Segmentation—0
MONA: Moving Object Detection from Videos Shot by Dynamic Camera—0
GAMED-Snake: Gradient-aware Adaptive Momentum Evolution Deep Snake Model for Multi-organ SegmentationCode0
CrossDiff: Diffusion Probabilistic Model With Cross-conditional Encoder-Decoder for Crack Segmentation—0
Hybridization of Attention UNet with Repeated Atrous Spatial Pyramid Pooling for Improved Brain Tumour Segmentation—0
ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy ImagesCode0
Deep Learning Based Segmentation of Blood Vessels from H&E Stained Oesophageal Adenocarcinoma Whole-Slide Images—0
A margin-based replacement for cross-entropy loss—0
Data-driven Detection and Evaluation of Damages in Concrete Structures: Using Deep Learning and Computer Vision—0
LiCAR: pseudo-RGB LiDAR image for CAR segmentation—0
CCESAR: Coastline Classification-Extraction From SAR Images Using CNN-U-Net Combination—0
Teacher Encoder-Student Decoder Denoising Guided Segmentation Network for Anomaly Detection—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