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Segmentation

Papers

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Showing 701–750 of 13072 papers

TitleStatusHype
D-PLS: Decoupled Semantic Segmentation for 4D-Panoptic-LiDAR-Segmentation—0
Freestyle Sketch-in-the-Loop Image Segmentation—0
CLISC: Bridging clip and sam by enhanced cam for unsupervised brain tumor segmentationCode1
TractoGPT: A GPT architecture for White Matter Segmentation—0
DDUNet: Dual Dynamic U-Net for Highly-Efficient Cloud SegmentationCode0
Kalman filter/deep-learning hybrid automatic boundary tracking of optical coherence tomography data for deep anterior lamellar keratoplasty (DALK)—0
Gland Segmentation Using SAM With Cancer Grade as a Prompt—0
Context-CrackNet: A Context-Aware Framework for Precise Segmentation of Tiny Cracks in Pavement images—0
PARASIDE: An Automatic Paranasal Sinus Segmentation and Structure Analysis Tool for MRI—0
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-NetCode0
Leveraging Multiphase CT for Quality Enhancement of Portal Venous CT: Utility for Pancreas Segmentation—0
Leveraging Textual Anatomical Knowledge for Class-Imbalanced Semi-Supervised Multi-Organ SegmentationCode1
Variational U-Net with Local Alignment for Joint Tumor Extraction and Registration (VALOR-Net) of Breast MRI Data Acquired at Two Different Field Strengths—0
Overcoming Support Dilution for Robust Few-shot Semantic Segmentation—0
Hybridization of Attention UNet with Repeated Atrous Spatial Pyramid Pooling for Improved Brain Tumour Segmentation—0
GAMED-Snake: Gradient-aware Adaptive Momentum Evolution Deep Snake Model for Multi-organ SegmentationCode0
MONA: Moving Object Detection from Videos Shot by Dynamic Camera—0
CrossDiff: Diffusion Probabilistic Model With Cross-conditional Encoder-Decoder for Crack Segmentation—0
ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy ImagesCode0
LiCAR: pseudo-RGB LiDAR image for CAR segmentation—0
CCESAR: Coastline Classification-Extraction From SAR Images Using CNN-U-Net Combination—0
Towards Accurate Unified Anomaly SegmentationCode1
Deep Learning Based Segmentation of Blood Vessels from H&E Stained Oesophageal Adenocarcinoma Whole-Slide Images—0
A margin-based replacement for cross-entropy loss—0
Teacher Encoder-Student Decoder Denoising Guided Segmentation Network for Anomaly Detection—0
Data-driven Detection and Evaluation of Damages in Concrete Structures: Using Deep Learning and Computer Vision—0
Efficient Segmentation of Search Markets—0
MedicoSAM: Towards foundation models for medical image segmentationCode1
Advancing Oyster Phenotype Segmentation with Multi-Network Ensemble and Multi-Scale mechanism—0
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation—0
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation—0
Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learningCode0
Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student AttentionCode1
No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling—0
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation—0
Hierarchical LoG Bayesian Neural Network for Enhanced Aorta SegmentationCode0
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface RepresentationCode0
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural NetworksCode1
The R-Vessel-X ProjectCode1
Multi-Modal Attention Networks for Enhanced Segmentation and Depth Estimation of Subsurface Defects in Pulse ThermographyCode0
Image Segmentation with transformers: An Overview, Challenges and Future—0
Bayesian Multifractal Image Segmentation—0
Relation U-Net—0
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation—0
SimGen: A Diffusion-Based Framework for Simultaneous Surgical Image and Segmentation Mask Generation—0
The Devil is in Temporal Token: High Quality Video Reasoning SegmentationCode2
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation—0
Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging—0
Threshold Attention Network for Semantic Segmentation of Remote Sensing Images—0
SkipClick: Combining Quick Responses and Low-Level Features for Interactive Segmentation in Winter Sports ContextsCode0
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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