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Segmentation

Papers

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Showing 5101–5150 of 13072 papers

TitleStatusHype
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound—0
Multi-Scale Semantic Segmentation with Modified MBConv Blocks—0
Sparse Anatomical Prompt Semi-Supervised Learning with Masked Image Modeling for CBCT Tooth Segmentation—0
Pushing the limits of cell segmentation models for imaging mass cytometryCode0
ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation—0
Multi-class Road Defect Detection and Segmentation using Spatial and Channel-wise Attention for Autonomous Road Repairing—0
Energy-based Domain-Adaptive Segmentation with Depth Guidance—0
An Exploration of Clustering Algorithms for Customer Segmentation in the UK Retail Market—0
A new method for optical steel rope non-destructive damage detection—0
HoughToRadon Transform: New Neural Network Layer for Features Improvement in Projection Space—0
A Comprehensive Approach to Diagnosing Temporomandibular Joint Diseases: AI-driven TMD Diagnostic System—0
Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical SegmentationCode0
Instance Segmentation XXL-CT Challenge of a Historic Airplane—0
CoBra: Complementary Branch Fusing Class and Semantic Knowledge for Robust Weakly Supervised Semantic Segmentation—0
FDNet: Frequency Domain Denoising Network For Cell Segmentation in Astrocytes Derived From Induced Pluripotent Stem Cells—0
3D Lymphoma Segmentation on PET/CT Images via Multi-Scale Information Fusion with Cross-Attention—0
Deep Spectral Improvement for Unsupervised Image Instance SegmentationCode0
SPCTNet: A Series-Parallel CNN and Transformer Network for 3D Medical Image Segmentation—0
A Truly Joint Neural Architecture for Segmentation and Parsing—0
Generalizable Entity Grounding via Assistance of Large Language Model—0
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation—0
DiffVein: A Unified Diffusion Network for Finger Vein Segmentation and Authentication—0
CoFiNet: Unveiling Camouflaged Objects with Multi-Scale Finesse—0
Polyp-DAM: Polyp segmentation via depth anything modelCode0
A Contrario Paradigm for YOLO-based Infrared Small Target Detection—0
Delving into Decision-based Black-box Attacks on Semantic Segmentation—0
Deep Multimodal Fusion of Data with Heterogeneous Dimensionality via Projective NetworksCode0
TSJNet: A Multi-modality Target and Semantic Awareness Joint-driven Image Fusion Network—0
MRAnnotator: multi-Anatomy and many-Sequence MRI segmentation of 44 structures—0
A Framework for Building Point Cloud Cleaning, Plane Detection and Semantic Segmentation—0
Comparative Evaluation of Traditional and Deep Learning-Based Segmentation Methods for Spoil Pile Delineation Using UAV Images—0
VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and ClassificationCode0
Weakly-Supervised Detection of Bone Lesions in CT—0
Datacube segmentation via Deep Spectral ClusteringCode0
Revisiting speech segmentation and lexicon learning with better features—0
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model—0
Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on 3D Diffusion Model—0
Segmentation and Characterization of Macerated Fibers and Vessels Using Deep Learning—0
H-SynEx: Using synthetic images and ultra-high resolution ex vivo MRI for hypothalamus subregion segmentationCode0
CAFCT-Net: A CNN-Transformer Hybrid Network with Contextual and Attentional Feature Fusion for Liver Tumor Segmentation—0
Gland Segmentation Via Dual Encoders and Boundary-Enhanced Attention—0
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography—0
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological imagesCode0
SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data—0
DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans—0
Vanishing-Point-Guided Video Semantic Segmentation of Driving ScenesCode0
Kitchen Food Waste Image Segmentation and Classification for Compost Nutrients Estimation—0
On generalisability of segment anything model for nuclear instance segmentation in histology images—0
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention—0
Unlocking Past Information: Temporal Embeddings in Cooperative Bird's Eye View Prediction—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