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Segmentation

Papers

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Showing 4401–4450 of 13072 papers

TitleStatusHype
Channel Boosted CNN-Transformer-based Multi-Level and Multi-Scale Nuclei Segmentation—0
Few-Shot Medical Image Segmentation with Large Kernel Attention—0
How to Segment in 3D Using 2D Models: Automated 3D Segmentation of Prostate Cancer Metastatic Lesions on PET Volumes Using Multi-angle Maximum Intensity Projections and Diffusion ModelsCode0
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation—0
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention—0
Retinal IPA: Iterative KeyPoints Alignment for Multimodal Retinal ImagingCode0
GLAM: Glomeruli Segmentation for Human Pathological Lesions using Adapted Mouse Model—0
Segmentation by registration-enabled SAM prompt engineering using five reference imagesCode0
Guided Latent Slot Diffusion for Object-Centric Learning—0
TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework—0
Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception—0
Image Segmentation via Divisive Normalization: dealing with environmental diversity—0
Deep Spherical SuperpixelsCode0
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation—0
Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside WasteCode0
Deformable Convolution Based Road Scene Semantic Segmentation of Fisheye Images in Autonomous Driving—0
SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation—0
Navigating Uncertainty in Medical Image Segmentation—0
Deep Learning for Pancreas Segmentation: a Systematic Review—0
Augmented Efficiency: Reducing Memory Footprint and Accelerating Inference for 3D Semantic Segmentation through Hybrid Vision—0
Aggregated Attributions for Explanatory Analysis of 3D Segmentation ModelsCode0
FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation—0
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical videoCode0
Semantics Guided Disentangled GAN for Chest X-ray Image Rib Segmentation—0
X-Recon: Learning-based Patient-specific High-Resolution CT Reconstruction from Orthogonal X-Ray ImagesCode0
SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection—0
Region Guided Attention Network for Retinal Vessel Segmentation—0
Subthalamic Nucleus segmentation in high-field Magnetic Resonance data. Is space normalization by template co-registration necessary?—0
On the Viability of Semi-Supervised Segmentation Methods for Statistical Shape Modeling—0
Point Transformer V3 Extreme: 1st Place Solution for 2024 Waymo Open Dataset Challenge in Semantic Segmentation—0
MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM—0
CBCTLiTS: A Synthetic, Paired CBCT/CT Dataset For Segmentation And Style Transfer—0
Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact StudyCode0
The Collection of a Human Robot Collaboration Dataset for Cooperative Assembly in Glovebox EnvironmentsCode0
MLMT-CNN for Object Detection and Segmentation in Multi-layer and Multi-spectral Images—0
Scale Disparity of Instances in Interactive Point Cloud Segmentation—0
Panoptic Segmentation of Mammograms with Text-To-Image Diffusion Model—0
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions—0
OE-BevSeg: An Object Informed and Environment Aware Multimodal Framework for Bird's-eye-view Vehicle Semantic Segmentation—0
Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability—0
SegPoint: Segment Any Point Cloud via Large Language Model—0
Tree semantic segmentation from aerial image time series—0
SAM-Driven Weakly Supervised Nodule Segmentation with Uncertainty-Aware Cross Teaching—0
Conformal Performance Range Prediction for Segmentation Output Quality ControlCode0
Serialized Point Mamba: A Serialized Point Cloud Mamba Segmentation Model—0
Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation—0
Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIsCode0
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views—0
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference—0
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised SegmentationCode0
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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