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Segmentation

Papers

Showing 44514500 of 13072 papers

TitleStatusHype
Segment Anything in 3D with Radiance FieldsCode3
Topology-Aware Focal Loss for 3D Image Segmentation0
Segment Anything in Medical ImagesCode4
Urban GeoBIM construction by integrating semantic LiDAR point clouds with as-designed BIM models0
PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentationCode1
Semi-Supervised Semantic Segmentation With Region RelevanceCode0
Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic SegmentationCode1
Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach using a Dilated Transformer and U-Net ArchitectureCode0
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation ModelCode1
Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic SegmentationCode1
Deep Attention Unet: A Network Model with Global Feature Perception Ability0
Med-Tuning: A New Parameter-Efficient Tuning Framework for Medical Volumetric Segmentation0
Text2Seg: Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation ModelsCode1
Point-supervised Single-cell Segmentation via Collaborative Knowledge SharingCode1
Segment Anything Model for Medical Image Analysis: an Experimental StudyCode1
Ensembling Instance and Semantic Segmentation for Panoptic Segmentation0
Brain tumor multi classification and segmentation in MRI images using deep learning0
Learning Temporal Distribution and Spatial Correlation Towards Universal Moving Object SegmentationCode0
Boosting Semantic Segmentation with Semantic BoundariesCode0
Denoising Diffusion Medical Models0
Few-shot Medical Image Segmentation via Cross-Reference Transformer0
MetaBEV: Solving Sensor Failures for BEV Detection and Map SegmentationCode1
Realistic Data Enrichment for Robust Image Segmentation in Histopathology0
Transformer-Based Visual Segmentation: A SurveyCode2
Segmentation of glioblastomas in early post-operative multi-modal MRI with deep neural networksCode0
Detection and Classification of Glioblastoma Brain Tumor0
Structure Preserving Cycle-GAN for Unsupervised Medical Image Domain Adaptation0
Computer-Vision Benchmark Segment-Anything Model (SAM) in Medical Images: Accuracy in 12 Datasets0
PointDC:Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-modal Distillation and Super-Voxel ClusteringCode1
Federated Alternate Training (FAT): Leveraging Unannotated Data Silos in Federated Segmentation for Medical Imaging0
SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and MoreCode3
Fibroglandular Tissue Segmentation in Breast MRI using Vision Transformers -- A multi-institutional evaluationCode1
ProPanDL: A Modular Architecture for Uncertainty-Aware Panoptic Segmentation0
When SAM Meets Medical Images: An Investigation of Segment Anything Model (SAM) on Multi-phase Liver Tumor Segmentation0
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual GroupingCode1
DETR-based Layered Clothing Segmentation and Fine-Grained Attribute Recognition0
Delving into Shape-aware Zero-shot Semantic SegmentationCode1
Towards Tumour Graph Learning for Survival Prediction in Head & Neck Cancer Patients0
Collaborative Feature Learning for Fine-grained Facial Forgery Detection and Segmentation0
One-shot and Partially-Supervised Cell Image Segmentation Using Small Visual PromptCode0
Two-stage MR Image Segmentation Method for Brain Tumors based on Attention Mechanism0
Learning to "Segment Anything" in Thermal Infrared Images through Knowledge Distillation with a Large Scale Dataset SATIRCode0
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinatesCode0
JoB-VS: Joint Brain-Vessel Segmentation in TOF-MRA ImagesCode0
The Segment Anything foundation model achieves favorable brain tumor autosegmentation accuracy on MRI to support radiotherapy treatment planning0
ALiSNet: Accurate and Lightweight Human Segmentation Network for Fashion E-Commerce0
Region-Enhanced Feature Learning for Scene Semantic Segmentation0
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationCode1
Can SAM Segment Polyps?Code1
An Instance Segmentation Dataset of Yeast Cells in MicrostructuresCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified