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Segmentation

Papers

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Showing 351–400 of 13072 papers

TitleStatusHype
Multi-Granularity Vision Fastformer with Fusion Mechanism for Skin Lesion Segmentation—0
FLAIRBrainSeg: Fine-grained brain segmentation using FLAIR MRI only—0
FADConv: A Frequency-Aware Dynamic Convolution for Farmland Non-agriculturalization Identification and Segmentation—0
Robust Human Registration with Body Part Segmentation on Noisy Point Clouds—0
ATM-Net: Anatomy-Aware Text-Guided Multi-Modal Fusion for Fine-Grained Lumbar Spine Segmentation—0
GraphSeg: Segmented 3D Representations via Graph Edge Addition and ContractionCode0
Towards Generalizing Temporal Action Segmentation to Unseen Views—0
Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline ResultsCode1
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation—0
Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge—0
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite ImageryCode2
Evaluating and Enhancing Segmentation Model Robustness with Metamorphic Testing—0
SelfMedHPM: Self Pre-training With Hard Patches Mining Masked Autoencoders For Medical Image Segmentation—0
Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates—0
From Smør-re-brød to Subwords: Training LLMs on Danish, One Morpheme at a TimeCode0
Segmentation variability and radiomics stability for predicting Triple-Negative Breast Cancer subtype using Magnetic Resonance Imaging—0
A topology-preserving three-stage framework for fully-connected coronary artery extractionCode0
Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions—0
STPNet: Scale-aware Text Prompt Network for Medical Image SegmentationCode1
Scene-Centric Unsupervised Panoptic SegmentationCode2
Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology—0
Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-TrainingCode0
ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation—0
BiSeg-SAM: Weakly-Supervised Post-Processing Framework for Boosting Binary Segmentation in Segment Anything Models—0
DBF-UNet: A Two-Stage Framework for Carotid Artery Segmentation with Pseudo-Label GenerationCode0
Zero-Shot 4D Lidar Panoptic Segmentation—0
Deconver: A Deconvolutional Network for Medical Image SegmentationCode0
RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety—0
CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and ClassificationCode1
CrossFormer: Cross-Segment Semantic Fusion for Document Segmentation—0
3D Dental Model Segmentation with Geometrical Boundary PreservingCode1
Pre-training with 3D Synthetic Data: Learning 3D Point Cloud Instance Segmentation from 3D Synthetic Scenes—0
Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation—0
PolypSegTrack: Unified Foundation Model for Colonoscopy Video Analysis—0
Self-Supervised Pretraining for Aerial Road Extraction—0
EAP4EMSIG -- Enhancing Event-Driven Microscopy for Microfluidic Single-Cell AnalysisCode0
BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image SegmentationCode1
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation—0
ZS-VCOS: Zero-Shot Outperforms Supervised Video Camouflaged Object Segmentation with Zero-Shot MethodCode0
Parsing Through Boundaries in Chinese Word Segmentation—0
Open-Vocabulary Semantic Segmentation with Uncertainty Alignment for Robotic Scene Understanding in Indoor Building Environments—0
A Novel Distance-Based Metric for Quality Assessment in Image Segmentation—0
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation—0
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study—0
Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation—0
A Deep Learning Framework for Boundary-Aware Semantic Segmentation—0
Assessing Foundation Models for Sea Ice Type Segmentation in Sentinel-1 SAR Imagery—0
Segment then Splat: A Unified Approach for 3D Open-Vocabulary Segmentation based on Gaussian Splatting—0
SCHNet: SAM Marries CLIP for Human Parsing—0
KEVS: Enhancing Segmentation of Visceral Adipose Tissue in Pre-Cystectomy CT with Gaussian Kernel Density Estimation—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