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Segmentation

Papers

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Showing 851–900 of 13072 papers

TitleStatusHype
Multivariate Human Activity Segmentation: Systematic Benchmark with ClaSPCode0
HCMA-UNet: A Hybrid CNN-Mamba UNet with Axial Self-Attention for Efficient Breast Cancer SegmentationCode1
FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic SegmentationCode1
A Hybrid Deep Learning and Model-Checking Framework for Accurate Brain Tumor Detection and Validation—0
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAMCode0
A Novel Shape Guided Transformer Network for Instance Segmentation in Remote Sensing Images—0
H-Net: A Multitask Architecture for Simultaneous 3D Force Estimation and Stereo Semantic Segmentation in Intracardiac Catheters—0
Advanced Lung Nodule Segmentation and Classification for Early Detection of Lung Cancer using SAM and Transfer Learning—0
Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting—0
Is Segment Anything Model 2 All You Need for Surgery Video Segmentation? A Systematic Evaluation—0
Residual Connection Networks in Medical Image Processing: Exploration of ResUnet++ Model Driven by Human Computer Interaction—0
LiDAR-Camera Fusion for Video Panoptic Segmentation without Video Training—0
Dual-Space Augmented Intrinsic-LoRA for Wind Turbine Segmentation—0
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency RegularizationCode0
Diff4MMLiTS: Advanced Multimodal Liver Tumor Segmentation via Diffusion-Based Image Synthesis and Alignment—0
A fuzzy rank-based ensemble of CNN models for MRI segmentationCode0
Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation—0
Uncertainty Quantified Deep Learning and Regression Analysis Framework for Image Segmentation of Skin Cancer LesionsCode0
Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation—0
Char-SAM: Turning Segment Anything Model into Scene Text Segmentation Annotator with Character-level Visual Prompts—0
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation—0
MNet-SAt: A Multiscale Network with Spatial-enhanced Attention for Segmentation of Polyps in Colonoscopy—0
When SAM2 Meets Video Shadow and Mirror DetectionCode0
CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models—0
Open-Vocabulary Panoptic Segmentation Using BERT Pre-Training of Vision-Language Multiway Transformer ModelCode1
Federated Learning with Partially Labeled Data: A Conditional Distillation Approach—0
Comprehensive Study on Lumbar Disc Segmentation Techniques Using MRI Data—0
CGCOD: Class-Guided Camouflaged Object DetectionCode2
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image SegmentationCode0
ClassifyViStA:WCE Classification with Visual understanding through Segmentation and AttentionCode0
Convolutional Prompting for Broad-Domain Retinal Vessel Segmentation—0
Optimizing Prompt Strategies for SAM: Advancing lesion Segmentation Across Diverse Medical Imaging Modalities—0
URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction—0
Multi-Scale Foreground-Background Confidence for Out-of-Distribution Segmentation—0
PINN-EMFNet: PINN-based and Enhanced Multi-Scale Feature Fusion Network for Breast Ultrasound Images Segmentation—0
Adversarial Diffusion Model for Unsupervised Domain-Adaptive Semantic SegmentationCode0
Divide and Conquer: Grounding a Bleeding Areas in Gastrointestinal Image with Two-Stage ModelCode0
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances—0
PB-UAP: Hybrid Universal Adversarial Attack For Image Segmentation—0
Generalizable Articulated Object Perception with Superpoints—0
VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI SegmentationCode0
A Thorough Investigation into the Application of Deep CNN for Enhancing Natural Language Processing Capabilities—0
SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image SegmentationCode0
CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures—0
Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy—0
Efficient MedSAMs: Segment Anything in Medical Images on LaptopCode7
Maximising Histopathology Segmentation using Minimal Labels via Self-SupervisionCode0
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image SegmentationCode0
MitraClip Device Automated Localization in 3D Transesophageal Echocardiography via Deep Learning—0
Review of Fruit Tree 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