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Segmentation

Papers

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Showing 4301–4350 of 13072 papers

TitleStatusHype
Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge—0
Research on Improved U-net Based Remote Sensing Image Segmentation Algorithm—0
The 2nd Solution for LSVOS Challenge RVOS Track: Spatial-temporal Refinement for Consistent Semantic Segmentation—0
FedGS: Federated Gradient Scaling for Heterogeneous Medical Image SegmentationCode0
Exploiting XAI maps to improve MS lesion segmentation and detection in MRI—0
Improving the Scan-rescan Precision of AI-based CMR Biomarker Estimation—0
Enhancing Cross-Modal Medical Image Segmentation through CompositionalityCode0
Rethinking Video Segmentation with Masked Video Consistency: Did the Model Learn as Intended?—0
CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy PatientsCode0
LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS—0
3D-Aware Instance Segmentation and Tracking in Egocentric Videos—0
Enforcing View-Consistency in Class-Agnostic 3D Segmentation Fields—0
Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development—0
Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models—0
Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty Estimation: A Deep Analysis—0
Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network—0
TESL-Net: A Transformer-Enhanced CNN for Accurate Skin Lesion Segmentation—0
Weakly Supervised Pretraining and Multi-Annotator Supervised Finetuning for Facial Wrinkle Detection—0
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification—0
Segment-Anything Models Achieve Zero-shot Robustness in Autonomous DrivingCode0
Stream-Based Ground Segmentation for Real-Time LiDAR Point Cloud Processing on FPGA—0
Video Object Segmentation via SAM 2: The 4th Solution for LSVOS Challenge VOS Track—0
Accelerating Point Cloud Ground Segmentation: From Mechanical to Solid-State LidarsCode0
Retina-Inspired Object Motion Segmentation for Event-Cameras—0
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based CamerasCode0
MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment—0
Depth-guided Texture Diffusion for Image Semantic Segmentation—0
MaskBEV: Towards A Unified Framework for BEV Detection and Map Segmentation—0
Tuning a SAM-Based Model with Multi-Cognitive Visual Adapter to Remote Sensing Instance Segmentation—0
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation—0
Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models—0
Towards Flexible Visual Relationship Segmentation—0
PI-Att: Topology Attention for Segmentation Networks through Adaptive Persistence Image Representation—0
Perspectives: Comparison of Deep Learning Segmentation Models on Biophysical and Biomedical DataCode0
Improved 3D Whole Heart Geometry from Sparse CMR SlicesCode0
Costal Cartilage Segmentation with Topology Guided Deformable Mamba: Method and Benchmark—0
Ensemble architecture in polyp segmentationCode0
Segment Using Just One Example—0
Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation TrainingCode0
InfLocNet: Enhanced Lung Infection Localization and Disease Detection from Chest X-Ray Images Using Lightweight Deep Learning—0
Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images—0
Zero-shot 3D Segmentation of Abdominal Organs in CT Scans Using Segment Anything Model 2: Adapting Video Tracking Capabilities for 3D Medical Imaging—0
From SAM to SAM 2: Exploring Improvements in Meta's Segment Anything Model—0
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation LearningCode0
Seg-CycleGAN : SAR-to-optical image translation guided by a downstream task—0
MacFormer: Semantic Segmentation with Fine Object Boundaries—0
Performance Evaluation of YOLOv8 Model Configurations, for Instance Segmentation of Strawberry Fruit Development Stages in an Open Field Environment—0
One Shot is Enough for Sequential Infrared Small Target SegmentationCode0
Assessment of Cell Nuclei AI Foundation Models in Kidney PathologyCode0
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound—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