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Segmentation

Papers

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Showing 4101–4150 of 13072 papers

TitleStatusHype
A SAM based Tool for Semi-Automatic Food Annotation—0
A Bayesian Approach to Weakly-supervised Laparoscopic Image SegmentationCode0
Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images—0
Shift and matching queries for video semantic segmentation—0
Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion ModelsCode0
ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation -- Methods and Results—0
UW-SDF: Exploiting Hybrid Geometric Priors for Neural SDF Reconstruction from Underwater Multi-view Monocular Images—0
Open-RGBT: Open-vocabulary RGB-T Zero-shot Semantic Segmentation in Open-world Environments—0
Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray FluoroscopyCode0
K-SAM: A Prompting Method Using Pretrained U-Net to Improve Zero Shot Performance of SAM on Lung Segmentation in CXR Images—0
Evaluating the Impact of Point Cloud Colorization on Semantic Segmentation Accuracy—0
An Improved Approach for Cardiac MRI Segmentation based on 3D UNet Combined with Papillary Muscle Exclusion—0
Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion—0
Bi-Directional MS Lesion Filling and Synthesis Using Denoising Diffusion Implicit Model-based Lesion Repainting—0
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation—0
TuneVLSeg: Prompt Tuning Benchmark for Vision-Language Segmentation ModelsCode0
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel SegmentationCode0
Optimizing Medical Image Segmentation with Advanced Decoder DesignCode0
3D Segmentation of Neuronal Nuclei and Cell-Type Identification using Multi-channel Information—0
Lost in Tracking: Uncertainty-guided Cardiac Cine MRI Segmentation at Right Ventricle Base—0
Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images—0
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer—0
CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registrationCode0
Comparative Analysis of Deep Learning Architectures for Breast Region Segmentation with a Novel Breast Boundary Proposal—0
MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation—0
Segment as You Wish -- Free-Form Language-Based Segmentation for Medical ImagesCode0
SinkSAM: A Monocular Depth-Guided SAM Framework for Automatic Sinkhole SegmentationCode0
Analyzing Byte-Pair Encoding on Monophonic and Polyphonic Symbolic Music: A Focus on Musical Phrase SegmentationCode0
Deep learning assisted high resolution microscopy image processing for phase segmentation in functional composite materials—0
Frequency-Based Federated Domain Generalization for Polyp SegmentationCode0
SurgPointTransformer: Vertebrae Shape Completion with RGB-D Data—0
Formula-Driven Data Augmentation and Partial Retinal Layer Copying for Retinal Layer Segmentation—0
SegHeD: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints—0
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic ModelCode0
Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data—0
Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation—0
Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer—0
Leveraging CAM Algorithms for Explaining Medical Semantic SegmentationCode0
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation—0
Class-Agnostic Visio-Temporal Scene Sketch Semantic Segmentation—0
Open-Source Periorbital Segmentation Dataset for Ophthalmic ApplicationsCode0
Black-Box Segmentation of Electronic Medical Records—0
Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration—0
Efficient Semantic Diffusion Architectures for Model Training on Synthetic EchocardiogramsCode0
How Effective is Pre-training of Large Masked Autoencoders for Downstream Earth Observation Tasks?—0
Search3D: Hierarchical Open-Vocabulary 3D Segmentation—0
Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models—0
State-of-the-Art Periorbital Distance Prediction and Disease Classification Using Periorbital FeaturesCode0
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning—0
Amodal Instance Segmentation with Diffusion Shape Prior 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